{"id":"W4386960603","doi":"10.1017/epi.2023.43","title":"Normative Inference Tickets","year":2023,"lang":"en","type":"article","venue":"Episteme","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Normative; Inference; Epistemology; Sociology; Harassment; Psychology; Social psychology; Philosophy","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":[0.01247578,0.0006160314,0.0006843716,0.002594733,0.003552467,0.007143221,0.002457109,0.004071313,0.0175638],"category_scores_gemma":[0.04113385,0.0006177429,0.0007961941,0.001030158,0.02351169,0.0172296,0.006686511,0.009835232,0.002112319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003925548,"about_ca_system_score_gemma":0.00269523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00205028,"about_ca_topic_score_gemma":0.001454191,"domain_scores_codex":[0.9881742,0.004528244,0.0007398191,0.002047943,0.003343761,0.001166098],"domain_scores_gemma":[0.9762792,0.01221354,0.001948538,0.004733266,0.003958969,0.0008664932],"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":[0.0000237113,0.00001674837,0.0003489401,0.00002141312,0.000003908518,0.00006790619,0.001995621,0.0001720577,0.0001759894,0.9922012,0.0008708247,0.004101623],"study_design_scores_gemma":[0.00002124371,0.00002141167,0.0004881582,0.00009044413,0.00001268034,0.0001519724,0.001793889,0.001900421,0.0008506067,0.9713684,0.0232737,0.00002707916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08357459,0.0008276838,0.2118878,0.02111252,0.001565453,0.0002149909,0.0002608025,0.0006606267,0.6798954],"genre_scores_gemma":[0.9655355,0.0002939645,0.01672231,0.002207692,0.0004381484,0.0002191833,0.000162342,0.0001675406,0.01425337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0175638,"threshold_uncertainty_score":0.065979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2161559620802389,"score_gpt":0.3422063472978348,"score_spread":0.1260503852175959,"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."}}