{"id":"W4256478608","doi":"10.1090/spec/079/03","title":"Chapter C","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":"Psychology","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":[0.0003359496,0.001181968,0.00059627,0.002590241,0.002198053,0.006667864,0.001414854,0.001585145,0.6280915],"category_scores_gemma":[0.001644135,0.0003765551,0.0005499827,0.002483775,0.0007903516,0.003627654,0.002282199,0.00228437,0.5096486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001941701,"about_ca_system_score_gemma":0.002318028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00502606,"about_ca_topic_score_gemma":0.01200833,"domain_scores_codex":[0.9995608,0.0000420035,0.00001163151,0.00008098912,0.0002517428,0.00005279535],"domain_scores_gemma":[0.9995116,0.00007248495,0.00001714348,0.00006041715,0.0002189432,0.0001193406],"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":[0.000009173238,0.00002550497,0.00003773807,0.00008212215,0.000001448602,0.00001971086,0.00008076928,0.00005394565,0.0001940478,0.01876217,0.8995733,0.08116007],"study_design_scores_gemma":[9.563298e-7,0.000002632049,0.00004780457,0.00006081818,7.428609e-7,0.00002079105,0.00003682893,0.00001990551,0.00004216016,0.002582446,0.9971828,0.000002107047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001297731,0.0019515,0.0008605805,0.0007821848,0.001914212,0.00003523183,0.0003918865,0.0003431705,0.9935915],"genre_scores_gemma":[0.000516318,0.0008739362,0.000270551,0.0003006571,0.0002327906,0.00002098901,0.0002942385,0.0001877626,0.9973027],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3719085,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071097154939642,"score_gpt":0.2264003698057739,"score_spread":0.2056893982563774,"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."}}