{"id":"W2888535219","doi":"10.1111/rati.12201","title":"One standard to rule them all?","year":2018,"lang":"en","type":"article","venue":"Ratio","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Epistemology; Irrational number; Doxastic logic; Rational agent; Permissive; Rationality; Philosophy; Computer science; Mathematics; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05203835,0.0008924527,0.001883593,0.002943722,0.00269264,0.009652332,0.004211942,0.006931391,0.003928298],"category_scores_gemma":[0.1346352,0.0009418143,0.001123904,0.001161471,0.02879271,0.02080079,0.006900115,0.01451942,0.001638546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003109495,"about_ca_system_score_gemma":0.005367164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001568921,"about_ca_topic_score_gemma":0.001683267,"domain_scores_codex":[0.9632001,0.01367136,0.003560032,0.006358041,0.01209448,0.001115936],"domain_scores_gemma":[0.9019671,0.05106532,0.01092061,0.01587293,0.01725492,0.002919129],"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":[0.00002994403,0.00003853332,0.0008239863,0.00008903594,0.00006271442,0.00007103792,0.0005000483,0.0005576971,0.0003915318,0.9829288,0.002718369,0.01178842],"study_design_scores_gemma":[0.00002589394,0.00002046977,0.0002450339,0.0001136866,0.00002486052,0.00007795183,0.0002980432,0.001248604,0.0007607879,0.9897181,0.007439379,0.00002716085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08659977,0.00486634,0.5410292,0.2026789,0.003180825,0.0003307159,0.0003515179,0.0008876283,0.160075],"genre_scores_gemma":[0.868139,0.001153095,0.1128412,0.009438191,0.001406758,0.0002406064,0.0001087999,0.000270938,0.006401514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05203835,"threshold_uncertainty_score":0.2752084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.134330643599987,"score_gpt":0.2998526925579861,"score_spread":0.1655220489579992,"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."}}