{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004949822,0.0002989086,0.0004249548,0.00005410326,0.00007326331,0.0001557631,0.0003510693,0.0002335202,0.00531083],"category_scores_gemma":[0.0003738443,0.0002929734,0.0001465021,0.0002060807,0.00004549553,0.0002084615,0.00008489875,0.0002713036,0.001452022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006987118,"about_ca_system_score_gemma":0.0002994399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005031507,"about_ca_topic_score_gemma":0.03763695,"domain_scores_codex":[0.9979816,0.00008906564,0.0007532302,0.0003614713,0.000326747,0.0004878641],"domain_scores_gemma":[0.9984539,0.0001836694,0.0002456341,0.0008424657,0.00007244568,0.000201866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004310051,0.00432429,0.0009086606,0.001698441,0.0001213872,0.0000337725,0.110454,0.00002929973,0.0001153574,0.7876868,0.02340807,0.07117689],"study_design_scores_gemma":[0.003975539,0.0003800942,0.001027505,0.001362652,0.0001626568,0.00006063535,0.03777372,0.0002794467,0.001171503,0.7706407,0.1819279,0.001237603],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4245301,0.006019761,0.003670396,0.008469189,0.003239699,0.00331744,0.00002703283,0.0003681299,0.5503583],"genre_scores_gemma":[0.8811495,0.0008702839,0.08184028,0.001503416,0.0007510134,0.0002387745,0.00003381258,0.000157321,0.03345565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5169026,"threshold_uncertainty_score":0.9999523,"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."}}