{"id":"W2028486313","doi":"10.1177/0013161x14523617","title":"Discretion in Student Discipline","year":2014,"lang":"en","type":"article","venue":"Educational Administration Quarterly","topic":"Legal Issues in Education","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Discretion; Discipline; Equity (law); Jurisprudence; Qualitative research; Administrative discretion; Sociology; Context (archaeology); Public relations; Political science; Psychology; Law; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007934,0.00009437405,0.00009481265,0.0001129769,0.000263819,0.0001664483,0.0002074692,0.00006957553,0.0009525815],"category_scores_gemma":[0.000155048,0.0001018672,0.00003377599,0.0002956127,0.000137391,0.0004889496,0.000003717857,0.0001106992,0.0002522611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057654,"about_ca_system_score_gemma":0.0007340265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004310502,"about_ca_topic_score_gemma":0.006729913,"domain_scores_codex":[0.9985043,0.0002641139,0.0003154675,0.000246237,0.0004599922,0.0002098952],"domain_scores_gemma":[0.9992623,0.0002200074,0.0001113336,0.0001727263,0.0001139101,0.0001197157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002034207,0.001116508,0.0405397,0.00001023401,0.000006502328,3.7084e-7,0.1141241,0.00001878686,0.00008997376,0.8249215,0.001192798,0.01795921],"study_design_scores_gemma":[0.0004167721,0.0004783031,0.7807514,0.00004253326,0.00001239611,0.000002121927,0.03437759,0.0001611246,0.00005725593,0.08023024,0.103093,0.0003772268],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8602704,0.00002835759,0.002290924,0.06810301,0.002129712,0.0003952513,0.000004239451,0.00005625403,0.06672186],"genre_scores_gemma":[0.9901581,0.000002745872,0.001031851,0.0001512276,0.001432289,0.0001129705,0.0001022564,0.000008450905,0.007000137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7446912,"threshold_uncertainty_score":0.9999607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300361444525865,"score_gpt":0.3887451468016963,"score_spread":0.3757415323564376,"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."}}