{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002230794,0.00157866,0.001355375,0.005555077,0.001512019,0.004673766,0.00176735,0.001236941,0.7518499],"category_scores_gemma":[0.001560171,0.0005308879,0.0006293596,0.005715961,0.0005572942,0.003194098,0.001938346,0.001899998,0.7042913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449235,"about_ca_system_score_gemma":0.001722106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005283937,"about_ca_topic_score_gemma":0.01159949,"domain_scores_codex":[0.9996636,0.00002758676,0.00001316498,0.00004673636,0.0002161809,0.00003285993],"domain_scores_gemma":[0.9993068,0.0001168379,0.00002401416,0.0000784658,0.0003038781,0.0001699669],"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":[0.00001000319,0.00005547338,0.0000577488,0.0001685434,0.000002423569,0.00002133771,0.00003043293,0.0001104421,0.000199729,0.00315455,0.872942,0.1232473],"study_design_scores_gemma":[0.000005148701,0.000009145601,0.0001586247,0.000164914,0.0000028452,0.00003495764,0.00002914694,0.00007515125,0.0001003771,0.001564658,0.9978492,0.000005771316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002164379,0.001687507,0.001113988,0.0004923966,0.001472126,0.0001168596,0.001347596,0.000827114,0.9927258],"genre_scores_gemma":[0.0003405092,0.001017686,0.0003689864,0.0001951343,0.0002165794,0.00003739921,0.0007798951,0.0002183472,0.9968256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2481501,"threshold_uncertainty_score":0,"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."}}