{"id":"W95962539","doi":"10.1007/978-94-007-0844-0_5","title":"Textbook Expectations for Performance","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Style (visual arts); Content (measure theory); Mathematics education; Pedagogy; Computer science; Psychology; Literature; Art; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.001404388,0.0005289025,0.0004073028,0.0009848516,0.001167323,0.00411312,0.001250055,0.001382151,0.1444357],"category_scores_gemma":[0.00543927,0.0002193996,0.0002198469,0.0007501571,0.0007992531,0.002656223,0.001667958,0.001947631,0.07490418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002659915,"about_ca_system_score_gemma":0.003183325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002887378,"about_ca_topic_score_gemma":0.004157274,"domain_scores_codex":[0.9982677,0.0002330437,0.00006809826,0.0001525632,0.001128445,0.0001501538],"domain_scores_gemma":[0.9980171,0.0002270132,0.00007365487,0.0001202856,0.001050826,0.0005112088],"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":[0.0000445284,0.0001993378,0.0006531443,0.0001091301,0.000001925302,0.00008596247,0.001061696,0.0004523832,0.000420367,0.1692593,0.6520973,0.175615],"study_design_scores_gemma":[0.000007595864,0.00009083196,0.002530704,0.0003401556,0.000002410068,0.0001188703,0.0008728999,0.0003573618,0.0002685762,0.04076184,0.9546346,0.00001425513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001651889,0.001089321,0.001494225,0.004363603,0.0005946666,0.00003800152,0.0001878986,0.0001694544,0.990411],"genre_scores_gemma":[0.02776177,0.001159688,0.001115765,0.0009114335,0.0002097269,0.00009405739,0.0004778114,0.000162481,0.9681073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1444357,"threshold_uncertainty_score":0.4831856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1932748966268146,"score_gpt":0.3726282399165921,"score_spread":0.1793533432897775,"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."}}