{"id":"W4391262456","doi":"10.1017/psa.2023.177","title":"Pride and Probability","year":2024,"lang":"en","type":"article","venue":"Philosophy of Science","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Peking University; University of Toronto","keywords":"Pride; Philosophy; Theology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001452673,0.0001229979,0.0001601301,0.000213843,0.000153723,0.0002490066,0.001413774,0.00002746082,0.000005455336],"category_scores_gemma":[0.0001992362,0.0001020933,0.00004922575,0.001655847,0.00237744,0.001183276,0.0009381972,0.0001261475,0.00001487473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006346318,"about_ca_system_score_gemma":0.0002689516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001581671,"about_ca_topic_score_gemma":8.917024e-7,"domain_scores_codex":[0.9979789,0.00003151537,0.0002495536,0.0008431017,0.0006125062,0.0002844032],"domain_scores_gemma":[0.9988047,0.0001762133,0.0000424484,0.0006787944,0.000151832,0.0001459572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001864373,0.00008334386,0.0009383447,0.0001971843,0.000004359682,0.00001146178,0.0009115895,0.00005696652,0.004993423,0.9120092,0.00002157753,0.08077063],"study_design_scores_gemma":[0.00005026357,0.0001043617,0.009559182,0.00004445305,0.000002462557,0.00002840883,0.000003805645,0.1039436,0.003980586,0.8819118,0.0002373354,0.0001338219],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.577151,0.002537595,0.3699141,0.02028653,0.002386505,0.0008923364,0.000009127667,0.0009840198,0.02583872],"genre_scores_gemma":[0.9166888,0.000007615461,0.08314453,0.00006730042,0.00007089369,0.000006645309,8.376317e-8,0.000003200661,0.00001095186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3395378,"threshold_uncertainty_score":0.8759778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408660758400776,"score_gpt":0.2676855290961864,"score_spread":0.2335989215121787,"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."}}