{"id":"W4243331600","doi":"10.1090/spec/033/07","title":"Miscellaneous","year":2001,"lang":"en","type":"other","venue":"MAA spectrum","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005265515,0.0003947917,0.0003619519,0.0003025094,0.00003266932,0.00003866551,0.0003743316,0.0003858449,0.4952792],"category_scores_gemma":[0.00001005434,0.000390932,0.000115455,0.0001502771,0.00007211578,0.000002310493,0.00006135029,0.0003312246,0.305182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342059,"about_ca_system_score_gemma":0.00002718498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007699448,"about_ca_topic_score_gemma":0.01084767,"domain_scores_codex":[0.9984875,0.0000411138,0.0001423343,0.0004783368,0.0003031431,0.0005475705],"domain_scores_gemma":[0.9989577,0.00001170967,0.0001564994,0.0007514496,0.000003894736,0.0001187453],"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":[0.000006379316,0.00004257063,0.0001640385,0.00002648783,0.00006308038,0.0008556755,0.000007102192,7.7281e-7,0.00003913043,0.0003218101,0.9977883,0.000684648],"study_design_scores_gemma":[0.0002230953,0.00003253336,0.00002267152,0.00007052305,0.00004162988,0.0002228624,0.000005929703,0.000004197123,0.00006483041,0.0003206546,0.9985377,0.0004534198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000985546,0.0016714,0.00001207297,0.0001480815,0.0004957606,0.0002656822,0.0001868626,0.001800732,0.9954095],"genre_scores_gemma":[0.000209504,0.0001184602,0.0002409448,0.00005911418,0.001835581,0.000009027503,0.0001012048,0.003706634,0.9937195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1900972,"threshold_uncertainty_score":0.9998543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007749699348664535,"score_gpt":0.217730205499429,"score_spread":0.2099805061507644,"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."}}