{"id":"W4382459203","doi":"10.1515/9781553394457-002","title":"A Note to Students","year":2015,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Computer science; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001852718,0.000706712,0.0005372136,0.0006926301,0.007849818,0.007549149,0.001043953,0.004249094,0.09221877],"category_scores_gemma":[0.01035787,0.0003688259,0.0004200283,0.001177613,0.002356241,0.005752272,0.004880626,0.008585441,0.04062556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003827048,"about_ca_system_score_gemma":0.008084613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01971195,"about_ca_topic_score_gemma":0.03680191,"domain_scores_codex":[0.9981266,0.0004342986,0.00009112083,0.0002961395,0.0007156001,0.0003363233],"domain_scores_gemma":[0.9955158,0.0007997442,0.0001741075,0.0003540777,0.001552152,0.001604188],"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":[0.000006416768,0.00002374108,0.0001129112,0.00002093467,4.290362e-7,0.00008543998,0.001106062,0.000008154772,0.00007616923,0.004951291,0.979298,0.01431058],"study_design_scores_gemma":[0.000001724221,0.000008627051,0.0001300061,0.00004521498,4.663108e-7,0.00005735749,0.001441932,0.00001013563,0.00003164752,0.0006847861,0.9975841,0.000004006694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003557835,0.009709015,0.001936888,0.4676994,0.09921297,0.0002123098,0.0007020761,0.0007359242,0.4162336],"genre_scores_gemma":[0.01056799,0.002678825,0.0007988472,0.07570009,0.006415946,0.0001155731,0.0001215978,0.0002025977,0.9033985],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09221877,"threshold_uncertainty_score":0.3085025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05684645733023454,"score_gpt":0.3369586686259485,"score_spread":0.280112211295714,"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."}}