{"id":"W3120267187","doi":"10.15353/cjds.v9i5.693","title":"Interrogating Sanctioned Violence: A Survey of Parents/Guardians of Children with Disabilities about Restraint and Seclusion in Manitoba’s Schools","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Seclusion; Psychological intervention; Psychology; Psychiatry; Legal guardian; Medicine; Nursing; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001251473,0.0001682296,0.000667402,0.0001117583,0.0001058107,0.00001436398,0.0001973849,0.00008982127,0.0000302932],"category_scores_gemma":[0.004777941,0.0001276384,0.00008042902,0.0003164744,0.001054238,0.00008465884,0.00003798759,0.0004267679,0.000001031841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002545624,"about_ca_system_score_gemma":0.000445429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08216503,"about_ca_topic_score_gemma":0.5416474,"domain_scores_codex":[0.9976332,0.0005965808,0.0009818366,0.0002603776,0.0002309246,0.0002971344],"domain_scores_gemma":[0.9979109,0.0006647189,0.0004027789,0.0002190318,0.0004186102,0.0003839492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001826922,0.00005396379,0.9524373,0.0001170924,0.000196866,0.0000267901,0.03089614,0.00003992538,0.00000519118,0.00001586295,0.00003695007,0.01599116],"study_design_scores_gemma":[0.0005134084,0.0005166333,0.7971593,0.0009529445,0.00002062439,0.00005610849,0.200449,0.000003013523,0.000007880471,0.0002325305,0.00000288358,0.0000856297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957715,0.001946827,0.0000141686,0.00151196,0.0002276558,0.000269934,0.0002072645,0.000004109405,0.00004655638],"genre_scores_gemma":[0.9996434,0.0001002165,0.0001009452,0.00006503354,0.00006840819,0.000004859706,0.000003825807,0.00001215118,0.00000118535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4594824,"threshold_uncertainty_score":0.9239469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023152757211184,"score_gpt":0.3687668851014981,"score_spread":0.2664516093803797,"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."}}