{"id":"W4244028337","doi":"10.1090/spec/079/10","title":"Chapter J","year":2018,"lang":"en","type":"book-chapter","venue":"MAA spectrum","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003280521,0.001132536,0.0006420345,0.002731616,0.002292991,0.007065147,0.001376965,0.001532337,0.6062782],"category_scores_gemma":[0.001654587,0.0003714876,0.0005767291,0.002474669,0.0007822698,0.004185427,0.002510593,0.002375641,0.5009566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682609,"about_ca_system_score_gemma":0.001959626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003983418,"about_ca_topic_score_gemma":0.01055802,"domain_scores_codex":[0.9995951,0.00004131777,0.00001194457,0.00007186161,0.0002268435,0.00005289004],"domain_scores_gemma":[0.9995492,0.00006537566,0.00001648527,0.000046676,0.0002036763,0.0001186752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000705059,0.00002095612,0.0000343608,0.00007805049,0.000001369044,0.00001873987,0.00008507016,0.00003086004,0.0001323496,0.01282113,0.9167506,0.07001954],"study_design_scores_gemma":[9.09471e-7,0.000002217934,0.00004181738,0.00007287887,7.452742e-7,0.00002203222,0.00004402296,0.0000136684,0.00002789166,0.002222008,0.9975498,0.000002000557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000137884,0.003001038,0.000706489,0.001321236,0.003269627,0.00003604312,0.0003853894,0.0003481325,0.9907944],"genre_scores_gemma":[0.0004683541,0.001238309,0.0002487282,0.0004626227,0.0003844721,0.00002093206,0.0002751967,0.0002158627,0.9966854],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3937218,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073527014478816,"score_gpt":0.2262255912654893,"score_spread":0.2054903211207012,"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."}}