{"id":"W7113897486","doi":"10.1108/978-1-60752-970-520251022","title":"Index","year":2008,"lang":"en","type":"book-chapter","venue":"Teaching and Learning","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001000449,0.0003680458,0.0003896313,0.0002703045,0.001094908,0.00006335106,0.0001209959,0.0003413979,0.0002953656],"category_scores_gemma":[0.0002791889,0.0003770677,0.0000989257,0.000009924507,0.000114956,0.00007887287,0.0001114717,0.007489454,0.002420669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008382013,"about_ca_system_score_gemma":0.00004185653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001467342,"about_ca_topic_score_gemma":0.000005954455,"domain_scores_codex":[0.9985467,0.0002012865,0.0002245376,0.0004377852,0.0003117921,0.0002778893],"domain_scores_gemma":[0.9991866,0.0002134944,0.0002455425,0.0002139528,0.00002164195,0.0001187836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001393886,0.0000443709,0.004436386,0.0002150966,0.0006284955,0.0007049024,0.03562533,0.002025717,0.0003247425,0.05726936,0.07304519,0.825541],"study_design_scores_gemma":[0.0002219826,0.00005042433,0.0003437568,0.0002908784,0.00003896828,0.0001845027,0.00006995859,0.0004830865,3.549989e-7,0.000281196,0.9975905,0.0004444236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004364777,0.002009724,0.00009217543,0.00002531244,0.00007727314,0.00008368056,0.0000041116,0.0006953779,0.9926476],"genre_scores_gemma":[0.2171902,0.0001141446,0.0002984092,0.00005362505,0.0003693693,0.000001464847,0.00004242218,0.0002609469,0.7816694],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9245453,"threshold_uncertainty_score":0.9998682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242974313644304,"score_gpt":0.2490247026344031,"score_spread":0.22659495949796,"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."}}