{"id":"W3176530866","doi":"10.7202/1078514ar","title":"Policies Matter: Closing the Reporting and Transparency Gaps in the use of Restraint, Seclusion, and Time-Out Rooms in Schools","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Seclusion; Accountability; Transparency (behavior); Scrutiny; Documentation; Public relations; Political science; Psychology; Public administration; Law; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.115786,0.0003890838,0.0008413374,0.005458252,0.01728518,0.02420207,0.004821567,0.005137946,0.006522221],"category_scores_gemma":[0.3006503,0.001043777,0.0009011303,0.008993513,0.02196961,0.01267496,0.006487544,0.006958723,0.0007832063],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1539138,"about_ca_system_score_gemma":0.4709631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9228096,"about_ca_topic_score_gemma":0.9365682,"domain_scores_codex":[0.8564507,0.05666007,0.009272802,0.008473045,0.04148548,0.02765779],"domain_scores_gemma":[0.580578,0.1906267,0.06191556,0.0189949,0.1075537,0.04033114],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003125924,0.0002812061,0.1517467,0.002204241,0.0001826895,0.0009222121,0.1985705,0.002635926,0.001357672,0.3424662,0.1117539,0.1875663],"study_design_scores_gemma":[0.0001290031,0.0002151952,0.2845377,0.00868908,0.0003611166,0.0003326045,0.2569284,0.002727258,0.003471657,0.05651172,0.3854693,0.0006271763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.192889,0.008162423,0.006706311,0.6910896,0.001223713,0.0004907267,0.001324675,0.0002265304,0.09788708],"genre_scores_gemma":[0.9565572,0.002619436,0.004495242,0.03189636,0.000193239,0.0001610855,0.0002345062,0.00006902673,0.003773815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9228096,"threshold_uncertainty_score":0.9813401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08869965525112437,"score_gpt":0.4131831654470491,"score_spread":0.3244835101959247,"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."}}