{"id":"W4255991208","doi":"10.1090/spec/079/06","title":"Chapter F","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":[0.0003075451,0.001113563,0.0006004445,0.002583594,0.002200066,0.005938862,0.001265658,0.001629525,0.6330404],"category_scores_gemma":[0.00158023,0.0003545829,0.0005419217,0.002117785,0.0007006904,0.003700484,0.002214619,0.002077791,0.5084177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001603582,"about_ca_system_score_gemma":0.00169995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004057368,"about_ca_topic_score_gemma":0.0102686,"domain_scores_codex":[0.9996409,0.00003591928,0.000008630992,0.0000631312,0.0002050656,0.00004631141],"domain_scores_gemma":[0.9996085,0.00006730139,0.00001343175,0.0000445771,0.0001696961,0.00009655863],"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":[0.00000758791,0.00002085258,0.00003699729,0.00007092497,0.000001244545,0.00002169974,0.00008306928,0.00003879107,0.0001389567,0.01424383,0.9019436,0.08339243],"study_design_scores_gemma":[9.40235e-7,0.000002429691,0.00004736924,0.00006765539,6.972782e-7,0.00002643641,0.00003953789,0.00001724948,0.00003279467,0.002568906,0.9971938,0.000002055737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001305063,0.002250205,0.0007427716,0.0008874476,0.001758836,0.00002987435,0.0003753027,0.0003191481,0.9935058],"genre_scores_gemma":[0.0005219542,0.0009596037,0.0002559736,0.0003203178,0.0002491765,0.00001802433,0.0002894799,0.0002002585,0.9971852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3669596,"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."}}