{"id":"W4254287304","doi":"10.1090/spec/033/02","title":"Analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001516653,0.0011678,0.0005669519,0.004252204,0.001892664,0.004067401,0.001672583,0.0007820856,0.4846168],"category_scores_gemma":[0.007219409,0.000411673,0.0008789326,0.003647427,0.0004288283,0.001943535,0.001311509,0.001392184,0.3863231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935471,"about_ca_system_score_gemma":0.003140445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01367834,"about_ca_topic_score_gemma":0.01593111,"domain_scores_codex":[0.9982257,0.000246461,0.00005961461,0.0003062215,0.0009513574,0.0002106101],"domain_scores_gemma":[0.9962403,0.0004500032,0.0001236476,0.0008556027,0.002072418,0.0002581456],"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":[0.00009135238,0.0000713277,0.0008888894,0.00007179239,0.00001062169,0.00002734118,0.00008176445,0.0002723286,0.0003815315,0.01472882,0.8945017,0.08887257],"study_design_scores_gemma":[0.00002181169,0.00001676896,0.002418231,0.00005413077,0.00001568455,0.00005577849,0.0001290289,0.000952769,0.00104192,0.005281266,0.9899973,0.00001533413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002997145,0.000158312,0.01193501,0.001277853,0.0004983769,0.0003599372,0.05217524,0.007224838,0.9233733],"genre_scores_gemma":[0.0169988,0.0002216316,0.009243559,0.0007388618,0.0001831755,0.0003683925,0.0650188,0.004929498,0.9022973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5153832,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008068213170526693,"score_gpt":0.2420006981611235,"score_spread":0.2339324849905969,"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."}}