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# Probe Findings -> Phase 1 Input
Generated from live probe run: `run_20260216T182334Z`.
## What is stable enough to build on
- Public profile endpoint works for anonymous access:
- `GET /citations?hl=en&user=<scholar_id>`
- Core row structure is present and parseable:
- row: `tr.gsc_a_tr`
- title + detail URL: `a.gsc_a_at`
- citation count: `a.gsc_a_ac`
- year: `span.gsc_a_h` (fallback: `td.gsc_a_y` text regex)
- metadata lines: first/second `div.gs_gray` => authors/venue
- `cluster_id` can be extracted reliably from `citation_for_view=<user>:<cluster_id>` in title URLs.
## What can break / where to degrade gracefully
- Invalid or inaccessible profile IDs may redirect to Google sign-in page.
- Treat as `blocked_or_captcha` / `inaccessible` state, not parser crash.
- `Show more` is present for tested profiles.
- We currently parse first page only.
- Because robots currently disallows `citations?*cstart=`, deep pagination should not be assumed.
- Some rows are missing year or venue text.
- Keep nullable fields and avoid failing dedupe for these gaps.
## Observed quality from probe
- Parsed publication rows: 57 across 4 accessible profiles.
- Field coverage:
- title: 100%
- cluster_id: 100%
- citation_count: 100%
- authors_text: 100%
- year: 98.2%
- venue_text: 94.7%
## Recommended parser contract for implementation
- Input -> `PublicationCandidate`
- `title` (required)
- `cluster_id` (required when present in URL; expected high coverage)
- `year` (nullable)
- `citation_count` (nullable/int default fallback 0)
- `authors_text` (nullable)
- `venue_text` (nullable)
- `title_url` (nullable)
- Page-level parse status enum:
- `ok`, `no_results`, `blocked_or_captcha`, `layout_changed`, `network_error`
- Page-level flags:
- `has_show_more_button`
- `articles_range` string (e.g. `Articles 1–20`)
## Immediate test plan unlocked by this probe
- Add fixture-driven unit tests using captured HTML from `fixtures/run_20260216T182334Z`.
- Add assertions for:
- row count > 0 on known-good fixtures
- profile name extraction
- cluster_id extraction from title URLs
- nullable handling for year/venue
- blocked/inaccessible page classification
- show-more partial warning classification
## Phase 1 implementation guardrails
- Keep requests low-rate with jitter and explicit timeout.
- Persist parser status per scholar run.
- If `has_show_more_button=True`, mark run as partial and show this in UI.
- Never fail entire run because one scholar page is blocked or malformed.

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planning/scholar_probe_tmp/notes/probe_report_run_20260216T182029Z.json Normal file
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{
"fetch_records": [
{
"elapsed_seconds": 0.053,
"error": null,
"fetched_at_utc": "2026-02-16T18:20:29.406443+00:00",
"file_name": "robots.txt",
"final_url": "https://scholar.google.com/robots.txt",
"source": "robots",
"status_code": 200,
"url": "https://scholar.google.com/robots.txt"
},
{
"elapsed_seconds": 0.817,
"error": null,
"fetched_at_utc": "2026-02-16T18:20:30.223671+00:00",
"file_name": "profile_amIMrIEAAAAJ.html",
"final_url": "https://scholar.google.com/citations?hl=en&user=amIMrIEAAAAJ",
"source": "profile_amIMrIEAAAAJ",
"status_code": 200,
"url": "https://scholar.google.com/citations?hl=en&user=amIMrIEAAAAJ"
},
{
"elapsed_seconds": 0.33,
"error": null,
"fetched_at_utc": "2026-02-16T18:20:35.496043+00:00",
"file_name": "profile_P1RwlvoAAAAJ.html",
"final_url": "https://scholar.google.com/citations?hl=en&user=P1RwlvoAAAAJ",
"source": "profile_P1RwlvoAAAAJ",
"status_code": 200,
"url": "https://scholar.google.com/citations?hl=en&user=P1RwlvoAAAAJ"
},
{
"elapsed_seconds": 0.816,
"error": null,
"fetched_at_utc": "2026-02-16T18:20:40.845606+00:00",
"file_name": "profile_RxmmtT8AAAAJ.html",
"final_url": "https://scholar.google.com/citations?hl=en&user=RxmmtT8AAAAJ",
"source": "profile_RxmmtT8AAAAJ",
"status_code": 200,
"url": "https://scholar.google.com/citations?hl=en&user=RxmmtT8AAAAJ"
},
{
"elapsed_seconds": 0.794,
"error": null,
"fetched_at_utc": "2026-02-16T18:20:46.112935+00:00",
"file_name": "profile_LZ5D_p4AAAAJ.html",
"final_url": "https://scholar.google.com/citations?hl=en&user=LZ5D_p4AAAAJ",
"source": "profile_LZ5D_p4AAAAJ",
"status_code": 200,
"url": "https://scholar.google.com/citations?hl=en&user=LZ5D_p4AAAAJ"
},
{
"elapsed_seconds": 1.07,
"error": null,
"fetched_at_utc": "2026-02-16T18:20:52.026510+00:00",
"file_name": "profile_AAAAAAAAAAAA.html",
"final_url": "https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fscholar.google.com%2Fcitations%3Fhl%3Den%26user%3DAAAAAAAAAAAA&dsh=S1243570986%3A1771266051695499&hl=en&ifkv=ASfE1-pN_UpkKoR95DaV7cklGidF1KWKiZ1XifD65HzS719DIUlTCnwA_hegw9JWCAi7yLsRYXLCuA&service=citations&flowName=GlifWebSignIn&flowEntry=ServiceLogin",
"source": "profile_AAAAAAAAAAAA",
"status_code": 200,
"url": "https://scholar.google.com/citations?hl=en&user=AAAAAAAAAAAA"
}
],
"generated_at_utc": "2026-02-16T18:20:52.057911+00:00",
"page_analyses": [
{
"field_presence": {
"authors_text": 0,
"citation_count": 0,
"cluster_id": 0,
"title": 0,
"venue_text": 0,
"year": 0
},
"marker_counts": {
"gs_gray": 0,
"gsc_a_ac": 0,
"gsc_a_at": 0,
"gsc_a_h": 0,
"gsc_a_tr": 0,
"gsc_a_y": 0,
"gsc_prf_in": 0,
"gsc_rsb_st": 0
},
"parse_warnings": [
"no_rows_detected"
],
"profile_name": null,
"publication_count": 0,
"source": "profile_AAAAAAAAAAAA",
"status": "layout_changed"
},
{
"field_presence": {
"authors_text": 0,
"citation_count": 0,
"cluster_id": 0,
"title": 0,
"venue_text": 0,
"year": 0
},
"marker_counts": {
"gs_gray": 26,
"gsc_a_ac": 18,
"gsc_a_at": 15,
"gsc_a_h": 31,
"gsc_a_tr": 32,
"gsc_a_y": 26,
"gsc_prf_in": 17,
"gsc_rsb_st": 30
},
"parse_warnings": [
"no_rows_detected"
],
"profile_name": null,
"publication_count": 0,
"source": "profile_LZ5D_p4AAAAJ",
"status": "ok"
},
{
"field_presence": {
"authors_text": 0,
"citation_count": 0,
"cluster_id": 0,
"title": 0,
"venue_text": 0,
"year": 0
},
"marker_counts": {
"gs_gray": 14,
"gsc_a_ac": 11,
"gsc_a_at": 8,
"gsc_a_h": 17,
"gsc_a_tr": 25,
"gsc_a_y": 19,
"gsc_prf_in": 21,
"gsc_rsb_st": 30
},
"parse_warnings": [
"no_rows_detected"
],
"profile_name": null,
"publication_count": 0,
"source": "profile_P1RwlvoAAAAJ",
"status": "ok"
},
{
"field_presence": {
"authors_text": 0,
"citation_count": 0,
"cluster_id": 0,
"title": 0,
"venue_text": 0,
"year": 0
},
"marker_counts": {
"gs_gray": 42,
"gsc_a_ac": 26,
"gsc_a_at": 23,
"gsc_a_h": 47,
"gsc_a_tr": 40,
"gsc_a_y": 34,
"gsc_prf_in": 20,
"gsc_rsb_st": 30
},
"parse_warnings": [
"no_rows_detected"
],
"profile_name": null,
"publication_count": 0,
"source": "profile_RxmmtT8AAAAJ",
"status": "ok"
},
{
"field_presence": {
"authors_text": 0,
"citation_count": 0,
"cluster_id": 0,
"title": 0,
"venue_text": 0,
"year": 0
},
"marker_counts": {
"gs_gray": 42,
"gsc_a_ac": 26,
"gsc_a_at": 23,
"gsc_a_h": 47,
"gsc_a_tr": 40,
"gsc_a_y": 34,
"gsc_prf_in": 21,
"gsc_rsb_st": 30
},
"parse_warnings": [
"no_rows_detected"
],
"profile_name": null,
"publication_count": 0,
"source": "profile_amIMrIEAAAAJ",
"status": "ok"
}
],
"publications_by_source": {
"profile_AAAAAAAAAAAA": [],
"profile_LZ5D_p4AAAAJ": [],
"profile_P1RwlvoAAAAJ": [],
"profile_RxmmtT8AAAAJ": [],
"profile_amIMrIEAAAAJ": []
},
"run_dir": "planning/scholar_probe_tmp/fixtures/run_20260216T182029Z"
}

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# Scholar Scrape Probe Report
Generated UTC: `2026-02-16T18:20:52.057911+00:00`
Run fixtures dir: `planning/scholar_probe_tmp/fixtures/run_20260216T182029Z`
## Robots Snapshot
```text
User-agent: *
Disallow: /search
Disallow: /index.html
Disallow: /scholar
Disallow: /citations?
Allow: /citations?user=
Disallow: /citations?*cstart=
Disallow: /citations?user=*%40
Disallow: /citations?user=*@
Allow: /citations?view_op=list_classic_articles
Allow: /citations?view_op=mandates_leaderboard
Allow: /citations?view_op=metrics_intro
Allow: /citations?view_op=new_profile
Allow: /citations?view_op=sitemap
Allow: /citations?view_op=top_venues
User-agent: Twitterbot
Disallow:
User-agent: facebookexternalhit
Disallow:
User-agent: PetalBot
Disallow: /
```
## Fetch Summary
| Source | Status Code | Status/Error | Final URL |
| --- | --- | --- | --- |
| `robots` | 200 | ok | `https://scholar.google.com/robots.txt` |
| `profile_amIMrIEAAAAJ` | 200 | ok | `https://scholar.google.com/citations?hl=en&user=amIMrIEAAAAJ` |
| `profile_P1RwlvoAAAAJ` | 200 | ok | `https://scholar.google.com/citations?hl=en&user=P1RwlvoAAAAJ` |
| `profile_RxmmtT8AAAAJ` | 200 | ok | `https://scholar.google.com/citations?hl=en&user=RxmmtT8AAAAJ` |
| `profile_LZ5D_p4AAAAJ` | 200 | ok | `https://scholar.google.com/citations?hl=en&user=LZ5D_p4AAAAJ` |
| `profile_AAAAAAAAAAAA` | 200 | ok | `https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fscholar.google.com%2Fcitations%3Fhl%3Den%26user%3DAAAAAAAAAAAA&dsh=S1243570986%3A1771266051695499&hl=en&ifkv=ASfE1-pN_UpkKoR95DaV7cklGidF1KWKiZ1XifD65HzS719DIUlTCnwA_hegw9JWCAi7yLsRYXLCuA&service=citations&flowName=GlifWebSignIn&flowEntry=ServiceLogin` |
## Parse Summary
| Source | Parse Status | Profile | Publications | Warnings |
| --- | --- | --- | --- | --- |
| `profile_AAAAAAAAAAAA` | `layout_changed` | - | 0 | no_rows_detected |
| `profile_LZ5D_p4AAAAJ` | `ok` | - | 0 | no_rows_detected |
| `profile_P1RwlvoAAAAJ` | `ok` | - | 0 | no_rows_detected |
| `profile_RxmmtT8AAAAJ` | `ok` | - | 0 | no_rows_detected |
| `profile_amIMrIEAAAAJ` | `ok` | - | 0 | no_rows_detected |
## Parser Contract Recommendation
- Primary row marker: `tr.gsc_a_tr`.
- Title anchor marker: `a.gsc_a_at`; derive `cluster_id` from `citation_for_view` query token.
- Metadata text markers: first/second `div.gs_gray` per row for authors and venue.
- Year marker fallback: classes containing `gsc_a_h` or `gsc_a_y` and 4-digit year regex.
- Failure states to persist: `ok`, `no_results`, `blocked_or_captcha`, `layout_changed`, `network_error`.
## Future-Proofing Notes
- Keep raw HTML fixture snapshots and update parser tests on DOM drift.
- Treat blocked pages as retriable with backoff, not parser errors.
- Add marker-count assertions in CI to catch silent layout shifts early.
- Use explicit parse status per run/scholar so automation can degrade gracefully.

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planning/scholar_probe_tmp/notes/probe_report_run_20260216T182142Z.json Normal file
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{
"fetch_records": [],
"generated_at_utc": "2026-02-16T18:21:42.721714+00:00",
"page_analyses": [
{
"field_presence": {
"authors_text": 0,
"citation_count": 0,
"cluster_id": 0,
"title": 0,
"venue_text": 0,
"year": 0
},
"marker_counts": {
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"gsc_a_ac": 0,
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"gsc_a_h": 0,
"gsc_a_tr": 0,
"gsc_a_y": 0,
"gsc_prf_in": 0,
"gsc_rsb_st": 0
},
"parse_warnings": [
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],
"profile_name": null,
"publication_count": 0,
"source": "profile_AAAAAAAAAAAA",
"status": "layout_changed"
},
{
"field_presence": {
"authors_text": 12,
"citation_count": 12,
"cluster_id": 12,
"title": 12,
"venue_text": 10,
"year": 11
},
"marker_counts": {
"gs_gray": 26,
"gsc_a_ac": 18,
"gsc_a_at": 15,
"gsc_a_h": 31,
"gsc_a_tr": 32,
"gsc_a_y": 26,
"gsc_prf_in": 17,
"gsc_rsb_st": 30
},
"parse_warnings": [],
"profile_name": "Doaa Elmatary",
"publication_count": 12,
"source": "profile_LZ5D_p4AAAAJ",
"status": "ok"
},
{
"field_presence": {
"authors_text": 5,
"citation_count": 5,
"cluster_id": 5,
"title": 5,
"venue_text": 5,
"year": 5
},
"marker_counts": {
"gs_gray": 14,
"gsc_a_ac": 11,
"gsc_a_at": 8,
"gsc_a_h": 17,
"gsc_a_tr": 25,
"gsc_a_y": 19,
"gsc_prf_in": 21,
"gsc_rsb_st": 30
},
"parse_warnings": [],
"profile_name": "WENRUI ZUO",
"publication_count": 5,
"source": "profile_P1RwlvoAAAAJ",
"status": "ok"
},
{
"field_presence": {
"authors_text": 20,
"citation_count": 20,
"cluster_id": 20,
"title": 20,
"venue_text": 19,
"year": 20
},
"marker_counts": {
"gs_gray": 42,
"gsc_a_ac": 26,
"gsc_a_at": 23,
"gsc_a_h": 47,
"gsc_a_tr": 40,
"gsc_a_y": 34,
"gsc_prf_in": 20,
"gsc_rsb_st": 30
},
"parse_warnings": [],
"profile_name": "K. Srinivasan",
"publication_count": 20,
"source": "profile_RxmmtT8AAAAJ",
"status": "ok"
},
{
"field_presence": {
"authors_text": 20,
"citation_count": 20,
"cluster_id": 20,
"title": 20,
"venue_text": 20,
"year": 20
},
"marker_counts": {
"gs_gray": 42,
"gsc_a_ac": 26,
"gsc_a_at": 23,
"gsc_a_h": 47,
"gsc_a_tr": 40,
"gsc_a_y": 34,
"gsc_prf_in": 21,
"gsc_rsb_st": 30
},
"parse_warnings": [],
"profile_name": "Bangar Raju Cherukuri",
"publication_count": 20,
"source": "profile_amIMrIEAAAAJ",
"status": "ok"
}
],
"publications_by_source": {
"profile_AAAAAAAAAAAA": [],
"profile_LZ5D_p4AAAAJ": [
{
"authors_text": "EM Abd Allah, DE El-Matary, EM Eid, AST El Dien",
"citation_count": 25,
"cluster_id": "u-x6o8ySG0sC",
"title": "Performance comparison of various machine learning approaches to identify the best one in predicting heart disease",
"title_url": "/citations?view_op=view_citation&hl=en&user=LZ5D_p4AAAAJ&citation_for_view=LZ5D_p4AAAAJ:u-x6o8ySG0sC",
"venue_text": "Journal of Computer and Communications 10 (2), 1-18, 2022",
"year": 2022
},
{
"authors_text": "EAAA Hagras, D El-Saied, HH Aly",
"citation_count": 15,
"cluster_id": "YsMSGLbcyi4C",
"title": "Energy efficient key management scheme based on elliptic curve signcryption for wireless sensor networks",
"title_url": "/citations?view_op=view_citation&hl=en&user=LZ5D_p4AAAAJ&citation_for_view=LZ5D_p4AAAAJ:YsMSGLbcyi4C",
"venue_text": "2011 28th National Radio Science Conference (NRSC), 1-9, 2011",
"year": 2011
},
{
"authors_text": "EA Hagras, D El-Saied, HH Aly",
"citation_count": 6,
"cluster_id": "Y0pCki6q_DkC",
"title": "A new forward secure elliptic curve signcryption key management (fs-ecskm) scheme for heterogeneous wireless sensor networks",
"title_url": "/citations?view_op=view_citation&hl=en&user=LZ5D_p4AAAAJ&citation_for_view=LZ5D_p4AAAAJ:Y0pCki6q_DkC",
"venue_text": "International Journal of Computer Science and Technology 2 (2), 19-23, 2011",
"year": 2011
},
{
"authors_text": "DEE Matary, EA Hagras, HM Abdel-Kader",
"citation_count": 4,
"cluster_id": "d1gkVwhDpl0C",
"title": "Performance of polar codes for OFDM-based UWB channel",
"title_url": "/citations?view_op=view_citation&hl=en&user=LZ5D_p4AAAAJ&citation_for_view=LZ5D_p4AAAAJ:d1gkVwhDpl0C",
"venue_text": "Journal of Computer and Communications 6 (03), 102-117, 2018",
"year": 2018
},
{
"authors_text": "DEE Matary, EAA Hagras, HM Abdel-Kader",
"citation_count": 3,
"cluster_id": "u5HHmVD_uO8C",
"title": "Multi-user Communication Based OFDM-UWB System under Gaussian and Non-Gaussian Noisy Channel",
"title_url": "/citations?view_op=view_citation&hl=en&user=LZ5D_p4AAAAJ&citation_for_view=LZ5D_p4AAAAJ:u5HHmVD_uO8C",
"venue_text": "American Journal of Electrical and Electronic Engineering 5 (4), 136-143, 2017",
"year": 2017
},
{
"authors_text": "EAAA Hagras",
"citation_count": 2,
"cluster_id": "W7OEmFMy1HYC",
"title": "Doaa El-Saied, Dr. Hazem H. Aly,\u201cA New Forward Secure Elliptic Curve Signcryption Key Management (FS-ECSKM) Scheme for Heterogeneous Wireless Sensor Networks\u201d",
"title_url": "/citations?view_op=view_citation&hl=en&user=LZ5D_p4AAAAJ&citation_for_view=LZ5D_p4AAAAJ:W7OEmFMy1HYC",
"venue_text": "International Journal of Computer Science and Technology 2 (2), 19-23, 2011",
"year": 2011
},
{
"authors_text": "DE El-Matary, EAA Hagras, HM Abdel-Kader",
"citation_count": 1,
"cluster_id": "_FxGoFyzp5QC",
"title": "Performance Analysis of LDPC-IDMA-UWB Signals in Non-Gaussian Noisy Channel",
"title_url": "/citations?view_op=view_citation&hl=en&user=LZ5D_p4AAAAJ&citation_for_view=LZ5D_p4AAAAJ:_FxGoFyzp5QC",
"venue_text": null,
"year": 2013
},
{
"authors_text": "DE Elmatary",
"citation_count": 0,
"cluster_id": "ufrVoPGSRksC",
"title": "Intelligent Sign Multi-Language Real-Time Prediction System with Effective Data Preprocessing",
"title_url": "/citations?view_op=view_citation&hl=en&user=LZ5D_p4AAAAJ&citation_for_view=LZ5D_p4AAAAJ:ufrVoPGSRksC",
"venue_text": "Journal of Computer and Communications, 120-134, 2023",
"year": 2023
},
{
"authors_text": "E M AbdAllah, D E El Matary",
"citation_count": 0,
"cluster_id": "WF5omc3nYNoC",
"title": "Smart Healthcare System Based IoT with Frequency Analysis of Heart Rate Data across FFT Algorithmto be used During Covid-19 Pandemic",
"title_url": "/citations?view_op=view_citation&hl=en&user=LZ5D_p4AAAAJ&citation_for_view=LZ5D_p4AAAAJ:WF5omc3nYNoC",
"venue_text": "Engineering Research Journal (Shoubra) 51 (1), 88-94, 2022",
"year": 2022
},
{
"authors_text": "DE El Matary, EAA Hagras, HM Abdel-Kader",
"citation_count": 0,
"cluster_id": "9yKSN-GCB0IC",
"title": "Polar coded Interleave Division Multiple Access Ultra Wide Band (IDMA-UWB) communication system",
"title_url": "/citations?view_op=view_citation&hl=en&user=LZ5D_p4AAAAJ&citation_for_view=LZ5D_p4AAAAJ:9yKSN-GCB0IC",
"venue_text": "2018 35th National Radio Science Conference (NRSC), 283-292, 2018",
"year": 2018
},
{
"authors_text": "HMAK Doaa E.El-Matary, Esam A.A. Hagras",
"citation_count": 0,
"cluster_id": "zYLM7Y9cAGgC",
"title": "Performance Analysis of LDPC-IDMA-UWB Signals in Non-Gaussian Noisy Channel",
"title_url": "/citations?view_op=view_citation&hl=en&user=LZ5D_p4AAAAJ&citation_for_view=LZ5D_p4AAAAJ:zYLM7Y9cAGgC",
"venue_text": "International Journal of Scientific & Engineering Research, 2013",
"year": 2013
},
{
"authors_text": "DEE Matary, EAA Hagras, HM Abdel-Kader",
"citation_count": 0,
"cluster_id": "eQOLeE2rZwMC",
"title": "Non-Gaussian Noisy Channel Effect on Multi-user IDMA-UWB Communication System",
"title_url": "/citations?view_op=view_citation&hl=en&user=LZ5D_p4AAAAJ&citation_for_view=LZ5D_p4AAAAJ:eQOLeE2rZwMC",
"venue_text": null,
"year": null
}
],
"profile_P1RwlvoAAAAJ": [
{
"authors_text": "W Zuo, A Raman, RJ Mondrag\u00f3n, G Tyson",
"citation_count": 18,
"cluster_id": "u5HHmVD_uO8C",
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},
"run_dir": "planning/scholar_probe_tmp/fixtures/run_20260216T182142Z"
}

76
planning/scholar_probe_tmp/notes/probe_report_run_20260216T182142Z.md Normal file
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@ -0,0 +1,76 @@
# Scholar Scrape Probe Report
Generated UTC: `2026-02-16T18:21:42.721714+00:00`
Run fixtures dir: `planning/scholar_probe_tmp/fixtures/run_20260216T182142Z`
## Robots Snapshot
```text
User-agent: *
Disallow: /search
Disallow: /index.html
Disallow: /scholar
Disallow: /citations?
Allow: /citations?user=
Disallow: /citations?*cstart=
Disallow: /citations?user=*%40
Disallow: /citations?user=*@
Allow: /citations?view_op=list_classic_articles
Allow: /citations?view_op=mandates_leaderboard
Allow: /citations?view_op=metrics_intro
Allow: /citations?view_op=new_profile
Allow: /citations?view_op=sitemap
Allow: /citations?view_op=top_venues
User-agent: Twitterbot
Disallow:
User-agent: facebookexternalhit
Disallow:
User-agent: PetalBot
Disallow: /
```
## Fetch Summary
| Source | Status Code | Status/Error | Final URL |
| --- | --- | --- | --- |
## Parse Summary
| Source | Parse Status | Profile | Publications | Warnings |
| --- | --- | --- | --- | --- |
| `profile_AAAAAAAAAAAA` | `layout_changed` | - | 0 | no_rows_detected |
| `profile_LZ5D_p4AAAAJ` | `ok` | Doaa Elmatary | 12 | - |
| `profile_P1RwlvoAAAAJ` | `ok` | WENRUI ZUO | 5 | - |
| `profile_RxmmtT8AAAAJ` | `ok` | K. Srinivasan | 20 | - |
| `profile_amIMrIEAAAAJ` | `ok` | Bangar Raju Cherukuri | 20 | - |
## Field Coverage
Total parsed publication rows: **57**
| Field | Present | Coverage |
| --- | --- | --- |
| `title` | 57 | 100.0% |
| `cluster_id` | 57 | 100.0% |
| `year` | 56 | 98.2% |
| `citation_count` | 57 | 100.0% |
| `authors_text` | 57 | 100.0% |
| `venue_text` | 54 | 94.7% |
## Parser Contract Recommendation
- Primary row marker: `tr.gsc_a_tr`.
- Title anchor marker: `a.gsc_a_at`; derive `cluster_id` from `citation_for_view` query token.
- Metadata text markers: first/second `div.gs_gray` per row for authors and venue.
- Year marker fallback: classes containing `gsc_a_h` or `gsc_a_y` and 4-digit year regex.
- Failure states to persist: `ok`, `no_results`, `blocked_or_captcha`, `layout_changed`, `network_error`.
## Future-Proofing Notes
- Keep raw HTML fixture snapshots and update parser tests on DOM drift.
- Treat blocked pages as retriable with backoff, not parser errors.
- Add marker-count assertions in CI to catch silent layout shifts early.
- Use explicit parse status per run/scholar so automation can degrade gracefully.

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"run_dir": "planning/scholar_probe_tmp/fixtures/run_20260216T182157Z"
}

82
planning/scholar_probe_tmp/notes/probe_report_run_20260216T182157Z.md Normal file
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@ -0,0 +1,82 @@
# Scholar Scrape Probe Report
Generated UTC: `2026-02-16T18:22:18.839668+00:00`
Run fixtures dir: `planning/scholar_probe_tmp/fixtures/run_20260216T182157Z`
## Robots Snapshot
```text
User-agent: *
Disallow: /search
Disallow: /index.html
Disallow: /scholar
Disallow: /citations?
Allow: /citations?user=
Disallow: /citations?*cstart=
Disallow: /citations?user=*%40
Disallow: /citations?user=*@
Allow: /citations?view_op=list_classic_articles
Allow: /citations?view_op=mandates_leaderboard
Allow: /citations?view_op=metrics_intro
Allow: /citations?view_op=new_profile
Allow: /citations?view_op=sitemap
Allow: /citations?view_op=top_venues
User-agent: Twitterbot
Disallow:
User-agent: facebookexternalhit
Disallow:
User-agent: PetalBot
Disallow: /
```
## Fetch Summary
| Source | Status Code | Status/Error | Final URL |
| --- | --- | --- | --- |
| `robots` | 200 | ok | `https://scholar.google.com/robots.txt` |
| `profile_amIMrIEAAAAJ` | 200 | ok | `https://scholar.google.com/citations?hl=en&user=amIMrIEAAAAJ` |
| `profile_P1RwlvoAAAAJ` | 200 | ok | `https://scholar.google.com/citations?hl=en&user=P1RwlvoAAAAJ` |
| `profile_RxmmtT8AAAAJ` | 200 | ok | `https://scholar.google.com/citations?hl=en&user=RxmmtT8AAAAJ` |
| `profile_LZ5D_p4AAAAJ` | 200 | ok | `https://scholar.google.com/citations?hl=en&user=LZ5D_p4AAAAJ` |
| `profile_AAAAAAAAAAAA` | 200 | ok | `https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fscholar.google.com%2Fcitations%3Fhl%3Den%26user%3DAAAAAAAAAAAA&dsh=S-568466874%3A1771266138494353&hl=en&ifkv=ASfE1-pK1BK8frcmUfumfUYfZZe1iJXbTGg6TCfyR-Q1ErPAopCpUGy_sEwLdvOICVCsiXsIJbFm1Q&service=citations&flowName=GlifWebSignIn&flowEntry=ServiceLogin` |
## Parse Summary
| Source | Parse Status | Profile | Publications | Warnings |
| --- | --- | --- | --- | --- |
| `profile_AAAAAAAAAAAA` | `blocked_or_captcha` | - | 0 | no_rows_detected |
| `profile_LZ5D_p4AAAAJ` | `ok` | Doaa Elmatary | 12 | - |
| `profile_P1RwlvoAAAAJ` | `ok` | WENRUI ZUO | 5 | - |
| `profile_RxmmtT8AAAAJ` | `ok` | K. Srinivasan | 20 | - |
| `profile_amIMrIEAAAAJ` | `ok` | Bangar Raju Cherukuri | 20 | - |
## Field Coverage
Total parsed publication rows: **57**
| Field | Present | Coverage |
| --- | --- | --- |
| `title` | 57 | 100.0% |
| `cluster_id` | 57 | 100.0% |
| `year` | 56 | 98.2% |
| `citation_count` | 57 | 100.0% |
| `authors_text` | 57 | 100.0% |
| `venue_text` | 54 | 94.7% |
## Parser Contract Recommendation
- Primary row marker: `tr.gsc_a_tr`.
- Title anchor marker: `a.gsc_a_at`; derive `cluster_id` from `citation_for_view` query token.
- Metadata text markers: first/second `div.gs_gray` per row for authors and venue.
- Year marker fallback: classes containing `gsc_a_h` or `gsc_a_y` and 4-digit year regex.
- Failure states to persist: `ok`, `no_results`, `blocked_or_captcha`, `layout_changed`, `network_error`.
## Future-Proofing Notes
- Keep raw HTML fixture snapshots and update parser tests on DOM drift.
- Treat blocked pages as retriable with backoff, not parser errors.
- Add marker-count assertions in CI to catch silent layout shifts early.
- Use explicit parse status per run/scholar so automation can degrade gracefully.

831
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@ -0,0 +1,831 @@
{
"fetch_records": [],
"generated_at_utc": "2026-02-16T18:23:03.906832+00:00",
"page_analyses": [
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"run_dir": "planning/scholar_probe_tmp/fixtures/run_20260216T182303Z"
}

83
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@ -0,0 +1,83 @@
# Scholar Scrape Probe Report
Generated UTC: `2026-02-16T18:23:03.906832+00:00`
Run fixtures dir: `planning/scholar_probe_tmp/fixtures/run_20260216T182303Z`
## Robots Snapshot
```text
User-agent: *
Disallow: /search
Disallow: /index.html
Disallow: /scholar
Disallow: /citations?
Allow: /citations?user=
Disallow: /citations?*cstart=
Disallow: /citations?user=*%40
Disallow: /citations?user=*@
Allow: /citations?view_op=list_classic_articles
Allow: /citations?view_op=mandates_leaderboard
Allow: /citations?view_op=metrics_intro
Allow: /citations?view_op=new_profile
Allow: /citations?view_op=sitemap
Allow: /citations?view_op=top_venues
User-agent: Twitterbot
Disallow:
User-agent: facebookexternalhit
Disallow:
User-agent: PetalBot
Disallow: /
```
## Fetch Summary
| Source | Status Code | Status/Error | Final URL |
| --- | --- | --- | --- |
## Parse Summary
| Source | Parse Status | Profile | Publications | Articles Range | Show More | Warnings |
| --- | --- | --- | --- | --- | --- | --- |
| `profile_AAAAAAAAAAAA` | `layout_changed` | - | 0 | - | no | no_rows_detected |
| `profile_LZ5D_p4AAAAJ` | `ok` | Doaa Elmatary | 12 | Articles 1–12 | yes | possible_partial_page_show_more_present |
| `profile_P1RwlvoAAAAJ` | `ok` | WENRUI ZUO | 5 | Articles 1–5 | yes | possible_partial_page_show_more_present |
| `profile_RxmmtT8AAAAJ` | `ok` | K. Srinivasan | 20 | Articles 1–20 | yes | possible_partial_page_show_more_present |
| `profile_amIMrIEAAAAJ` | `ok` | Bangar Raju Cherukuri | 20 | Articles 1–20 | yes | possible_partial_page_show_more_present |
| `profile_AAAAAAAAAAAA` | `layout_changed` | - | 0 | - | no | no_rows_detected |
| `profile_LZ5D_p4AAAAJ` | `ok` | Doaa Elmatary | 12 | Articles 1–12 | yes | possible_partial_page_show_more_present |
| `profile_P1RwlvoAAAAJ` | `ok` | WENRUI ZUO | 5 | Articles 1–5 | yes | possible_partial_page_show_more_present |
| `profile_RxmmtT8AAAAJ` | `ok` | K. Srinivasan | 20 | Articles 1–20 | yes | possible_partial_page_show_more_present |
| `profile_amIMrIEAAAAJ` | `ok` | Bangar Raju Cherukuri | 20 | Articles 1–20 | yes | possible_partial_page_show_more_present |
## Field Coverage
Total parsed publication rows: **57**
| Field | Present | Coverage |
| --- | --- | --- |
| `title` | 57 | 100.0% |
| `cluster_id` | 57 | 100.0% |
| `year` | 56 | 98.2% |
| `citation_count` | 57 | 100.0% |
| `authors_text` | 57 | 100.0% |
| `venue_text` | 54 | 94.7% |
## Parser Contract Recommendation
- Primary row marker: `tr.gsc_a_tr`.
- Title anchor marker: `a.gsc_a_at`; derive `cluster_id` from `citation_for_view` query token.
- Metadata text markers: first/second `div.gs_gray` per row for authors and venue.
- Year marker fallback: classes containing `gsc_a_h` or `gsc_a_y` and 4-digit year regex.
- Failure states to persist: `ok`, `no_results`, `blocked_or_captcha`, `layout_changed`, `network_error`.
## Future-Proofing Notes
- Keep raw HTML fixture snapshots and update parser tests on DOM drift.
- Treat blocked pages as retriable with backoff, not parser errors.
- If `Show more` is present, treat first-page-only results as partial and surface that in run status/UI.
- Track robots policy changes because `/citations?*cstart=` is currently disallowed.
- Add marker-count assertions in CI to catch silent layout shifts early.
- Use explicit parse status per run/scholar so automation can degrade gracefully.

681
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View file

@ -0,0 +1,681 @@
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}

78
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# Scholar Scrape Probe Report
Generated UTC: `2026-02-16T18:23:20.768051+00:00`
Run fixtures dir: `planning/scholar_probe_tmp/fixtures/run_20260216T182320Z`
## Robots Snapshot
```text
User-agent: *
Disallow: /search
Disallow: /index.html
Disallow: /scholar
Disallow: /citations?
Allow: /citations?user=
Disallow: /citations?*cstart=
Disallow: /citations?user=*%40
Disallow: /citations?user=*@
Allow: /citations?view_op=list_classic_articles
Allow: /citations?view_op=mandates_leaderboard
Allow: /citations?view_op=metrics_intro
Allow: /citations?view_op=new_profile
Allow: /citations?view_op=sitemap
Allow: /citations?view_op=top_venues
User-agent: Twitterbot
Disallow:
User-agent: facebookexternalhit
Disallow:
User-agent: PetalBot
Disallow: /
```
## Fetch Summary
| Source | Status Code | Status/Error | Final URL |
| --- | --- | --- | --- |
## Parse Summary
| Source | Parse Status | Profile | Publications | Articles Range | Show More | Warnings |
| --- | --- | --- | --- | --- | --- | --- |
| `profile_AAAAAAAAAAAA` | `layout_changed` | - | 0 | - | no | no_rows_detected |
| `profile_LZ5D_p4AAAAJ` | `ok` | Doaa Elmatary | 12 | Articles 1–12 | yes | possible_partial_page_show_more_present |
| `profile_P1RwlvoAAAAJ` | `ok` | WENRUI ZUO | 5 | Articles 1–5 | yes | possible_partial_page_show_more_present |
| `profile_RxmmtT8AAAAJ` | `ok` | K. Srinivasan | 20 | Articles 1–20 | yes | possible_partial_page_show_more_present |
| `profile_amIMrIEAAAAJ` | `ok` | Bangar Raju Cherukuri | 20 | Articles 1–20 | yes | possible_partial_page_show_more_present |
## Field Coverage
Total parsed publication rows: **57**
| Field | Present | Coverage |
| --- | --- | --- |
| `title` | 57 | 100.0% |
| `cluster_id` | 57 | 100.0% |
| `year` | 56 | 98.2% |
| `citation_count` | 57 | 100.0% |
| `authors_text` | 57 | 100.0% |
| `venue_text` | 54 | 94.7% |
## Parser Contract Recommendation
- Primary row marker: `tr.gsc_a_tr`.
- Title anchor marker: `a.gsc_a_at`; derive `cluster_id` from `citation_for_view` query token.
- Metadata text markers: first/second `div.gs_gray` per row for authors and venue.
- Year marker fallback: classes containing `gsc_a_h` or `gsc_a_y` and 4-digit year regex.
- Failure states to persist: `ok`, `no_results`, `blocked_or_captcha`, `layout_changed`, `network_error`.
## Future-Proofing Notes
- Keep raw HTML fixture snapshots and update parser tests on DOM drift.
- Treat blocked pages as retriable with backoff, not parser errors.
- If `Show more` is present, treat first-page-only results as partial and surface that in run status/UI.
- Track robots policy changes because `/citations?*cstart=` is currently disallowed.
- Add marker-count assertions in CI to catch silent layout shifts early.
- Use explicit parse status per run/scholar so automation can degrade gracefully.

742
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@ -0,0 +1,742 @@
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"cluster_id": "hqOjcs7Dif8C",
"title": "Ethical AI in cloud: Mitigating risks in machine learning models",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:hqOjcs7Dif8C",
"venue_text": "World Journal of Advanced Engineering Technology and Sciences ((WJAETS) 1 \u2026, 2020",
"year": 2020
},
{
"authors_text": "BR Cherukuri",
"citation_count": 14,
"cluster_id": "0EnyYjriUFMC",
"title": "Quantum machine learning: Transforming cloud-based AI solutions",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:0EnyYjriUFMC",
"venue_text": "International Journal of Science and Research Archive (IJSRA) 1 (01), 110-122, 2020",
"year": 2020
},
{
"authors_text": "BR Cherukuri",
"citation_count": 13,
"cluster_id": "WF5omc3nYNoC",
"title": "Enhanced Trimodal Emotion Recognition Using Multibranch Fusion Attention with Epistemic Neural Networks and Fire Hawk Optimization",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:WF5omc3nYNoC",
"venue_text": "Journal of Machine and Computing 5 (1), 2025",
"year": 2025
},
{
"authors_text": "BR Cherukuri",
"citation_count": 13,
"cluster_id": "W7OEmFMy1HYC",
"title": "Containerization in cloud computing: comparing Docker and Kubernetes for scalable web applications",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:W7OEmFMy1HYC",
"venue_text": "International Journal of Science and Research Archive (IJSRA) 13 (1), 3302\u20133315, 2024",
"year": 2024
},
{
"authors_text": "BR Cherukuri",
"citation_count": 13,
"cluster_id": "IjCSPb-OGe4C",
"title": "Serverless computing: How to build and deploy applications without managing infrastructure",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:IjCSPb-OGe4C",
"venue_text": "World Journal of Advanced Engineering Technology and Sciences ((WJAETS) 11 \u2026, 2024",
"year": 2024
},
{
"authors_text": "BR Cherukuri",
"citation_count": 12,
"cluster_id": "YsMSGLbcyi4C",
"title": "Edge Computing vs. Cloud Computing: A Comparative Analysis for Real-Time AI Applications",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:YsMSGLbcyi4C",
"venue_text": "International Journal For Multidisciplinary Research (IJFMR) 6 (5), 1-17, 2024",
"year": 2024
},
{
"authors_text": "BR Cherukuri",
"citation_count": 9,
"cluster_id": "Se3iqnhoufwC",
"title": "Serverless revolution: Redefining application scalability and cost efficiency",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:Se3iqnhoufwC",
"venue_text": "World Journal of Advanced Research and Reviews (WJARR) 2 (03), 039-053, 2019",
"year": 2019
},
{
"authors_text": "BR Cherukuri",
"citation_count": 8,
"cluster_id": "Tyk-4Ss8FVUC",
"title": "Progressive Web Apps (PWAs): Enhancing User Experience through Modern Web Development",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:Tyk-4Ss8FVUC",
"venue_text": "International Journal of Science and Research (IJSR) 13 (10), 1550-1560, 2024",
"year": 2024
},
{
"authors_text": "BR Cherukuri",
"citation_count": 7,
"cluster_id": "UeHWp8X0CEIC",
"title": "Building Scalable Web Applications: Best Practices for Backend Architecture",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:UeHWp8X0CEIC",
"venue_text": "International Journal of Science and Research (IJSR) 13 (10), 126-139, 2024",
"year": 2024
},
{
"authors_text": "BR Cherukuri",
"citation_count": 5,
"cluster_id": "5nxA0vEk-isC",
"title": "Advanced Multi Class Cyber Security Attack Classification in IoT Based Wireless Sensor Networks Using Context Aware Depthwise Separable Convolutional Neural Network",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:5nxA0vEk-isC",
"venue_text": "Journal of Machine and Computing 5 (2), 2025",
"year": 2025
},
{
"authors_text": "BR Cherukuri",
"citation_count": 3,
"cluster_id": "u-x6o8ySG0sC",
"title": "Maintenance of Web Development Standard for Multiple Devices with Serverless Computing through Cross Browser Affinity Using Hybrid Optimization",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:u-x6o8ySG0sC",
"venue_text": "2024 IEEE International Conference on Computing, Power and Communication \u2026, 2024",
"year": 2024
},
{
"authors_text": "BR Cherukuri",
"citation_count": 3,
"cluster_id": "LkGwnXOMwfcC",
"title": "Developing Intelligent Chatbots for Real-Time Customer Support in E-Commerce",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:LkGwnXOMwfcC",
"venue_text": "International Journal of Science and Research (IJSR) 11 (01), 1709-1719, 2022",
"year": 2022
},
{
"authors_text": "BR Cherukuri",
"citation_count": 3,
"cluster_id": "_FxGoFyzp5QC",
"title": "Enhancing Web Application Performance with AI - Driven Optimization Techniques",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:_FxGoFyzp5QC",
"venue_text": "International Journal of Science and Research (IJSR) 10 (2), 1779-1788, 2021",
"year": 2021
},
{
"authors_text": "BR Cherukuri",
"citation_count": 1,
"cluster_id": "Y0pCki6q_DkC",
"title": "Federated Learning: Privacy-Preserving Machine Learning in Cloud Environments",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:Y0pCki6q_DkC",
"venue_text": "International Journal of Science and Research (IJSR) 13 (10), 1539-1549, 2024",
"year": 2024
},
{
"authors_text": "BR Cherukuri",
"citation_count": 1,
"cluster_id": "ufrVoPGSRksC",
"title": "Scalable machine learning model deployment using serverless cloud architectures",
"title_url": "/citations?view_op=view_citation&hl=en&user=amIMrIEAAAAJ&citation_for_view=amIMrIEAAAAJ:ufrVoPGSRksC",
"venue_text": "World Journal of Advanced Engineering Technology and Sciences ((WJAETS) 5 (1 \u2026, 2022",
"year": 2022
}
]
},
"run_dir": "planning/scholar_probe_tmp/fixtures/run_20260216T182334Z"
}

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# Scholar Scrape Probe Report
Generated UTC: `2026-02-16T18:23:56.436305+00:00`
Run fixtures dir: `planning/scholar_probe_tmp/fixtures/run_20260216T182334Z`
## Robots Snapshot
```text
User-agent: *
Disallow: /search
Disallow: /index.html
Disallow: /scholar
Disallow: /citations?
Allow: /citations?user=
Disallow: /citations?*cstart=
Disallow: /citations?user=*%40
Disallow: /citations?user=*@
Allow: /citations?view_op=list_classic_articles
Allow: /citations?view_op=mandates_leaderboard
Allow: /citations?view_op=metrics_intro
Allow: /citations?view_op=new_profile
Allow: /citations?view_op=sitemap
Allow: /citations?view_op=top_venues
User-agent: Twitterbot
Disallow:
User-agent: facebookexternalhit
Disallow:
User-agent: PetalBot
Disallow: /
```
## Fetch Summary
| Source | Status Code | Status/Error | Final URL |
| --- | --- | --- | --- |
| `robots` | 200 | ok | `https://scholar.google.com/robots.txt` |
| `profile_amIMrIEAAAAJ` | 200 | ok | `https://scholar.google.com/citations?hl=en&user=amIMrIEAAAAJ` |
| `profile_P1RwlvoAAAAJ` | 200 | ok | `https://scholar.google.com/citations?hl=en&user=P1RwlvoAAAAJ` |
| `profile_RxmmtT8AAAAJ` | 200 | ok | `https://scholar.google.com/citations?hl=en&user=RxmmtT8AAAAJ` |
| `profile_LZ5D_p4AAAAJ` | 200 | ok | `https://scholar.google.com/citations?hl=en&user=LZ5D_p4AAAAJ` |
| `profile_AAAAAAAAAAAA` | 200 | ok | `https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fscholar.google.com%2Fcitations%3Fhl%3Den%26user%3DAAAAAAAAAAAA&dsh=S-1576812270%3A1771266236087781&hl=en&ifkv=ASfE1-pcNcR5S-R4fUZcbEWwaMAwsKrYMzr8-7CFvIajHFoW7EhUN90SrdKqfzzkHfWDxL97xvHq&service=citations&flowName=GlifWebSignIn&flowEntry=ServiceLogin` |
## Parse Summary
| Source | Parse Status | Profile | Publications | Articles Range | Show More | Warnings |
| --- | --- | --- | --- | --- | --- | --- |
| `profile_AAAAAAAAAAAA` | `blocked_or_captcha` | - | 0 | - | no | no_rows_detected |
| `profile_LZ5D_p4AAAAJ` | `ok` | Doaa Elmatary | 12 | Articles 1–12 | yes | possible_partial_page_show_more_present |
| `profile_P1RwlvoAAAAJ` | `ok` | WENRUI ZUO | 5 | Articles 1–5 | yes | possible_partial_page_show_more_present |
| `profile_RxmmtT8AAAAJ` | `ok` | K. Srinivasan | 20 | Articles 1–20 | yes | possible_partial_page_show_more_present |
| `profile_amIMrIEAAAAJ` | `ok` | Bangar Raju Cherukuri | 20 | Articles 1–20 | yes | possible_partial_page_show_more_present |
## Field Coverage
Total parsed publication rows: **57**
| Field | Present | Coverage |
| --- | --- | --- |
| `title` | 57 | 100.0% |
| `cluster_id` | 57 | 100.0% |
| `year` | 56 | 98.2% |
| `citation_count` | 57 | 100.0% |
| `authors_text` | 57 | 100.0% |
| `venue_text` | 54 | 94.7% |
## Parser Contract Recommendation
- Primary row marker: `tr.gsc_a_tr`.
- Title anchor marker: `a.gsc_a_at`; derive `cluster_id` from `citation_for_view` query token.
- Metadata text markers: first/second `div.gs_gray` per row for authors and venue.
- Year marker fallback: classes containing `gsc_a_h` or `gsc_a_y` and 4-digit year regex.
- Failure states to persist: `ok`, `no_results`, `blocked_or_captcha`, `layout_changed`, `network_error`.
## Future-Proofing Notes
- Keep raw HTML fixture snapshots and update parser tests on DOM drift.
- Treat blocked pages as retriable with backoff, not parser errors.
- If `Show more` is present, treat first-page-only results as partial and surface that in run status/UI.
- Track robots policy changes because `/citations?*cstart=` is currently disallowed.
- Add marker-count assertions in CI to catch silent layout shifts early.
- Use explicit parse status per run/scholar so automation can degrade gracefully.

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planning/scholar_probe_tmp/notes/seed_scholar_ids.txt Normal file
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# Seed IDs for probe capture (public profiles)
amIMrIEAAAAJ
P1RwlvoAAAAJ
RxmmtT8AAAAJ
LZ5D_p4AAAAJ
AAAAAAAAAAAA