{"id":"W3215911660","doi":"10.1542/25.1.45","title":"CME: PREP:EM in Toronto","year":2004,"lang":"fa","type":"article","venue":"AAP News","topic":"Mathematics Education and Programs","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004875912,0.001421031,0.000802173,0.001132701,0.003633124,0.003493715,0.001105323,0.005197062,0.8271838],"category_scores_gemma":[0.002266124,0.0007499919,0.0008085473,0.0008749719,0.0005551015,0.001348879,0.001764418,0.002726057,0.5251225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002801002,"about_ca_system_score_gemma":0.004587847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04390959,"about_ca_topic_score_gemma":0.2022116,"domain_scores_codex":[0.9995826,0.00003051812,0.00001588953,0.00003444352,0.0001484809,0.000188076],"domain_scores_gemma":[0.9978796,0.0001366181,0.00005760975,0.00006214971,0.0004611831,0.001402857],"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":[0.00007869066,0.00004442326,0.0001361188,0.00003406401,0.000002057601,0.0001270909,0.00001191473,0.0000501159,0.00009240953,0.0001732132,0.9879289,0.01132104],"study_design_scores_gemma":[0.00009331609,0.00005273984,0.002943868,0.0001235316,0.000006147372,0.0001164565,0.00007696101,0.0001289045,0.000185932,0.000359145,0.9959002,0.00001275503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001536893,0.001458185,0.000215068,0.02243733,0.01419236,0.0002099485,0.002324316,0.0008048477,0.956821],"genre_scores_gemma":[0.002584114,0.0007750959,0.0001159433,0.001544689,0.001940056,0.000031987,0.0005232391,0.0001216401,0.9923632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9560904,"threshold_uncertainty_score":0.2465012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0464610010491601,"score_gpt":0.3644673952775326,"score_spread":0.3180063942283725,"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."}}