{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001849009,0.0000656086,0.0001184035,0.00001947693,0.0002112703,0.00009134096,0.00009054736,0.00003239205,0.002066657],"category_scores_gemma":[0.00003311699,0.00005778071,0.00003631811,0.00001366533,0.0002249941,0.00008692082,0.00002393795,0.00008019245,0.001747742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001754092,"about_ca_system_score_gemma":0.00003677955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007479755,"about_ca_topic_score_gemma":0.001486754,"domain_scores_codex":[0.9994651,0.00003196041,0.0001149383,0.0001209937,0.0001236416,0.0001433856],"domain_scores_gemma":[0.9995319,0.00003844163,0.0000316722,0.0001742495,0.0001733828,0.00005031936],"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":[0.00002074242,0.00002840216,0.0000288571,0.0000102521,0.0000335667,6.688456e-7,0.04917332,3.756902e-7,0.0004223147,0.9076057,0.04064716,0.002028614],"study_design_scores_gemma":[0.0001226453,0.0001567227,0.00005906891,0.000009448585,0.0000162032,3.076008e-7,0.0009434309,0.000006595336,0.002964995,0.03828489,0.9573382,0.00009754705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1315742,0.00005522582,0.002255502,0.009065757,0.001750769,0.0002441977,0.00007048273,0.0001419353,0.8548419],"genre_scores_gemma":[0.9393157,0.000007538114,0.0007397109,0.006833242,0.003296082,0.00001329015,0.0000132656,0.00001708256,0.0497641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.916691,"threshold_uncertainty_score":0.9990295,"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."}}