{"id":"W7115815846","doi":"","title":"Seclusion and restraint use in Ontario schools: Connecting disabled individuals’ experiences of maltreatment to systemic ableism in education","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ableism; Seclusion; Thematic analysis; Qualitative research; Agency (philosophy); Dignity; Vignette; Shame","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":[0.001969191,0.0003867633,0.0004556763,0.001702383,0.01796083,0.006627521,0.001197409,0.001084416,0.002793263],"category_scores_gemma":[0.004223552,0.0004417685,0.0003680235,0.002648911,0.022205,0.002719653,0.008345256,0.001841236,0.0001268003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04415118,"about_ca_system_score_gemma":0.034789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7919783,"about_ca_topic_score_gemma":0.9184337,"domain_scores_codex":[0.9971107,0.0008552253,0.0001378889,0.000183287,0.0007273232,0.0009855074],"domain_scores_gemma":[0.9965586,0.0009694796,0.001124296,0.0001556567,0.0004605612,0.0007312794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001088764,0.00001140708,0.01900056,0.00006535435,0.000003816569,0.0005806888,0.9754623,0.00001923002,0.0001711199,0.001420066,0.0004088287,0.002845802],"study_design_scores_gemma":[0.000001620581,0.00001281893,0.01898866,0.00009465575,0.000004640402,0.0001483038,0.9709537,0.00001848818,0.00007002726,0.0002451003,0.009450539,0.00001139387],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862714,0.000357261,0.0002161376,0.002456098,0.00002459161,0.00002483967,0.00005006642,0.000005105465,0.01059456],"genre_scores_gemma":[0.9974799,0.0004619888,0.00009304273,0.0001895225,0.000005001049,0.00001196283,0.0000187189,0.000003933744,0.001735916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2080217,"threshold_uncertainty_score":0.4184935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488652221986725,"score_gpt":0.2739692017889119,"score_spread":0.2490826795690447,"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."}}