{"id":"W4401671237","doi":"10.3998/phimp.3416","title":"Resolute and Correlated Bayesians","year":2024,"lang":"en","type":"article","venue":"Philosophers Imprint","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of California, Irvine; University of Bristol; California Institute of Technology","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000416018,0.00009882072,0.00009973632,0.00005548381,0.0002925879,0.0001779203,0.0001553329,0.0001016293,0.0008165018],"category_scores_gemma":[0.0001939603,0.00008566579,0.00004727283,0.0002393993,0.0003637511,0.000146126,0.00007158185,0.0002376521,0.0005644343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180486,"about_ca_system_score_gemma":0.0001162507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009981587,"about_ca_topic_score_gemma":0.000191291,"domain_scores_codex":[0.9989911,0.0001012025,0.0001366373,0.0002682078,0.0002204265,0.0002824123],"domain_scores_gemma":[0.999554,0.0001256115,0.00001440106,0.0001329811,0.0000366098,0.0001363352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003118913,0.00003085689,0.00007605899,0.00004347937,0.0000869856,0.00008875901,0.04076008,0.000009884336,0.001279046,0.9009317,0.008798353,0.04786368],"study_design_scores_gemma":[0.0002287562,0.0001248695,0.0001272013,0.0001502399,0.0000527043,0.00002139738,0.001567236,0.006457544,0.0005560892,0.2335711,0.7566719,0.0004709832],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02844856,0.002248979,0.001536856,0.03249238,0.001458459,0.0004008759,0.00000458685,0.0008849615,0.9325243],"genre_scores_gemma":[0.9941185,0.0001884327,0.0002849119,0.0004158229,0.0003652012,0.000008364525,8.172503e-7,0.00002150482,0.004596451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9656699,"threshold_uncertainty_score":0.8940122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681255751648383,"score_gpt":0.3259942764385447,"score_spread":0.2991817189220609,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}