{"id":"W2997383495","doi":"10.1177/0044118x19896716","title":"Beyond the Breakfast Club: Variability in the Effects of Suspensions by School Context","year":2020,"lang":"en","type":"article","venue":"Youth & Society","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Institute of Justice","keywords":"School discipline; Sanctions; Harm; Punitive damages; Context (archaeology); Juvenile delinquency; Club; Psychology; School dropout; School climate; Suspension (topology); Truancy; Social psychology; Criminology; Political science; Sociology; Pedagogy; Socioeconomics; Law; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005321884,0.0002204848,0.0006390264,0.001232827,0.0007970272,0.001519054,0.0007158517,0.0005569896,0.002624589],"category_scores_gemma":[0.02446728,0.0002643162,0.0006297481,0.001139766,0.0009561987,0.0009077598,0.002218221,0.0009350784,0.0004360571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004639569,"about_ca_system_score_gemma":0.0004035339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008313821,"about_ca_topic_score_gemma":0.01228024,"domain_scores_codex":[0.9928803,0.003634441,0.0004746348,0.001371012,0.001040494,0.0005991238],"domain_scores_gemma":[0.9677472,0.01489721,0.007030268,0.005771759,0.002349834,0.002203637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002000907,0.0001063533,0.9911001,0.00001805225,0.0002348984,0.00003224604,0.001493886,0.0001933952,0.0003118618,0.0001532702,0.0003763616,0.005779436],"study_design_scores_gemma":[0.000001411388,0.00004308272,0.9990302,0.000006576159,0.000014896,0.00001467495,0.0004182041,0.0001329515,0.00006449128,0.00007385307,0.00019456,0.00000501198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972903,0.00019228,0.0004455117,0.00008894901,0.00001644375,0.00001868347,0.0003888525,0.00001594348,0.001543197],"genre_scores_gemma":[0.999423,0.00002911506,0.00007590391,0.00002570772,0.00000787257,0.000008911896,0.0002431117,0.000009844739,0.000176493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008313821,"threshold_uncertainty_score":0.02814519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814722201750634,"score_gpt":0.3144657913858308,"score_spread":0.2863185693683244,"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."}}