{"id":"W2291611605","doi":"10.14288/1.0055755","title":"Teacher discipline in British Columbia : implications of Bill 20","year":2008,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Legal Issues in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; History; Pedagogy; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003379173,0.00002909877,0.0002487417,0.00004197457,0.0005820097,0.0001082917,0.0005009034,0.0001459345,0.0007632577],"category_scores_gemma":[0.0001614504,0.0001333697,0.00009480411,0.0007745003,0.001075725,0.0005223739,0.0001140126,0.0001543346,0.00001394799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312047,"about_ca_system_score_gemma":0.0003732132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.973226,"about_ca_topic_score_gemma":0.997935,"domain_scores_codex":[0.9987522,0.0001323739,0.0001984921,0.0003294224,0.0003058447,0.0002816289],"domain_scores_gemma":[0.9990696,0.0000713884,0.0001770108,0.0002743596,0.000277867,0.0001297616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002012535,0.0005312699,0.8589966,0.00001969914,0.00001559924,0.00003475578,0.009218071,0.000004962221,0.00006597169,0.000004096978,0.03162026,0.09948669],"study_design_scores_gemma":[0.0004109615,0.00003138024,0.9826206,0.00008731116,0.00001527328,0.00001812308,0.01033203,0.00001098595,1.568222e-7,0.001216083,0.005110881,0.0001462448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844707,0.0001400891,0.00003682345,0.0007942672,0.0001572978,0.0003307467,0.0001438719,0.00005166523,0.01387459],"genre_scores_gemma":[0.9842291,0.0003196172,0.0004987125,0.00002311137,0.00007350918,0.000001771473,0.00002981797,0.00001127829,0.01481308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.123624,"threshold_uncertainty_score":0.8357136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630107224150128,"score_gpt":0.2404107287084999,"score_spread":0.2241096564669987,"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."}}