{"id":"W4206531422","doi":"10.1007/978-94-007-0844-0_3","title":"Textbook Structure","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Educational Assessment and Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Content (measure theory); Set (abstract data type); Mathematics education; Interpretation (philosophy); Content analysis; Pedagogy; Computer science; Psychology; Mathematics; Social science; Sociology","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":[0.0003697962,0.001320576,0.001371269,0.004490475,0.001001395,0.003608404,0.001964364,0.001296189,0.5757368],"category_scores_gemma":[0.001763616,0.0006804924,0.0004889765,0.004514449,0.0004085653,0.002725072,0.001616683,0.001740928,0.5601085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380526,"about_ca_system_score_gemma":0.002133649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003716376,"about_ca_topic_score_gemma":0.009154978,"domain_scores_codex":[0.9996303,0.0000286823,0.00002193355,0.00007164967,0.0002147979,0.00003254259],"domain_scores_gemma":[0.9991038,0.0001209108,0.00003179646,0.00008614307,0.0005101304,0.0001472107],"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":[0.00001847844,0.00008264396,0.00008363648,0.0002366176,0.000002273026,0.00002847428,0.0000565093,0.0002705587,0.0007074699,0.01009916,0.8162531,0.172161],"study_design_scores_gemma":[0.000005357972,0.00001123032,0.0002243404,0.0001242698,0.000002925624,0.00003983995,0.00003024281,0.0001102456,0.0001347787,0.002279884,0.9970325,0.000004299568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004761055,0.002500457,0.004891966,0.001024639,0.002192365,0.0003149399,0.00291398,0.00160883,0.9840768],"genre_scores_gemma":[0.0005375966,0.001254449,0.001113629,0.0003265567,0.0001740962,0.00009923363,0.001849281,0.0003799282,0.9942651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5757368,"threshold_uncertainty_score":0.60516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06740175067708566,"score_gpt":0.3653580541967306,"score_spread":0.2979563035196449,"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."}}