{"id":"W7162108841","doi":"10.82308/4211","title":"Learning to discipline students in Montreal schools: An administrator's perspective","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Discipline; Ethnography; Judgement; Coaching; Relation (database); Work (physics); Action (physics)","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":[0.006382836,0.0004603337,0.0005088506,0.001782174,0.03213607,0.009921324,0.002335096,0.001792621,0.003900832],"category_scores_gemma":[0.006122683,0.0004656871,0.0002534152,0.002176219,0.02355096,0.002798141,0.005172504,0.004009985,0.0002689332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07239909,"about_ca_system_score_gemma":0.05859939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8862652,"about_ca_topic_score_gemma":0.9618224,"domain_scores_codex":[0.9918207,0.004715919,0.0001007937,0.0003261571,0.0007529821,0.002283527],"domain_scores_gemma":[0.9933468,0.001778971,0.0006902617,0.0001687466,0.001431719,0.002583477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002607485,0.00009927274,0.02206126,0.00005885609,0.000006743969,0.0007937696,0.9473395,0.0001060028,0.0006203393,0.01355626,0.006314087,0.009017791],"study_design_scores_gemma":[0.000004623848,0.000058366,0.01900841,0.00009239693,0.000009301612,0.0001150915,0.9305744,0.00009738848,0.0002036521,0.0003745471,0.04943059,0.00003127127],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9135374,0.0020471,0.0006523184,0.03338233,0.000158764,0.00009426367,0.0001052938,0.00004088354,0.04998151],"genre_scores_gemma":[0.9848256,0.001079171,0.0002681133,0.001770558,0.0000483073,0.00002740469,0.00002234326,0.00001798608,0.01194068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1137348,"threshold_uncertainty_score":0.5252946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03515485122384453,"score_gpt":0.464986424982666,"score_spread":0.4298315737588215,"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."}}