3Dogs ResearchResearch built from inspectable citation observations.
Four synthesis reports turn the Citation Observatory’s bounded records into reproducible source-landscape analysis. Each report preserves the underlying routes, sample sizes, hashes and limits.
What these reports do not prove. A citation is not an endorsement, accuracy score, ranking or market-share measure. The reports do not rerun engines or fill evidence gaps with generated answers.
20 recordsA bounded analysis of 3Dogs Citation Observatory records comparing branded and adjacent-query citations across named engines, dates and source domains.
7 query observations · 12 aggregates · 1 rollup
26 recordsA source-landscape analysis of 3Dogs citation observations for AI second opinions, multi-model deliberation and high-stakes business decision support.
18 query observations · 8 aggregates · 0 rollup
24 recordsObserved citation patterns for M&A diligence, data-room review, e-discovery, acquisition red flags and legal-review cost questions.
18 query observations · 6 aggregates · 0 rollup
40 recordsA bounded analysis of citation observations for multi-agent reliability, LLM juries, hallucinations, peer review, groupthink and adversarial testing.
26 query observations · 14 aggregates · 0 rollup
Publication controls
- Every included record has a self-canonical HTML page and a Markdown twin.
- The canonical JSONL distribution contains exactly 200 records with stable identifiers and source hashes.
- Query observations, aggregates and the rollup remain separate measurement layers.
- Source-set SHA-256:
41b9fe961fc78d3d3e599e3bdb27f78a458653122bef8949f8e218b6ce694ca8. - No source-record publication date or reuse license is inferred.
Held research programs
These six areas own their source records but are not separate indexable synthesis pages. Each remains held until its named evidence gate is satisfied.
Held · 20 recordsForecasting, calibration and systemic-risk observations
No reviewed topical synthesis has been published. Promotion gate: provenance_and_download_gate_pending.
Held · 19 recordsCorporate failure and financial-fraud observations
No reviewed topical synthesis has been published. Promotion gate: primary_source_interpretation_gate_pending.
Held · 13 recordsRansomware and critical-infrastructure observations
No reviewed topical synthesis has been published. Promotion gate: current_government_guidance_gate_pending.
Held · 17 recordsMilitary decision-making and counterfactual observations
No reviewed topical synthesis has been published. Promotion gate: provenance_and_primary_source_gate_pending.
Held · 11 recordsMultilingual AI decision-support observations
No reviewed topical synthesis has been published. Promotion gate: sampling_gate_pending.