{"id":"W7009622743","doi":"","title":"Exposing Neoliberalism's Erosion of Special Education in Ontario Schools","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bureaucracy; Accountability; Theory of change; Transformational leadership; Leadership studies; Organizational change; Transformative learning; Framing (construction); Context (archaeology)","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":[0.00356419,0.0002268123,0.0003252228,0.001834448,0.03277458,0.006515063,0.001464014,0.001351466,0.005680943],"category_scores_gemma":[0.007407521,0.0007305827,0.0003580516,0.003461359,0.02435862,0.002886102,0.009939538,0.002820844,0.0002081683],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1896417,"about_ca_system_score_gemma":0.1355345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9659375,"about_ca_topic_score_gemma":0.9887047,"domain_scores_codex":[0.9948784,0.001134262,0.0001409889,0.0003862034,0.001389738,0.002070398],"domain_scores_gemma":[0.9933756,0.001237249,0.001125758,0.0003595805,0.00137752,0.002524205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005543693,0.00005460563,0.0644596,0.0001083134,0.00001058083,0.0008563246,0.8496769,0.000132685,0.0005981465,0.05386962,0.007084861,0.02309291],"study_design_scores_gemma":[0.00001543051,0.00004618399,0.1357381,0.0002160242,0.00001442705,0.0001986312,0.7343757,0.0002464606,0.0003184462,0.006985879,0.1218053,0.00003937455],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9141909,0.0005794811,0.0003690762,0.02732371,0.0000639568,0.00004996832,0.00006851558,0.00001633129,0.05733795],"genre_scores_gemma":[0.9858744,0.0002745155,0.0001542597,0.0006690914,0.00001412299,0.00001540363,0.00001414469,0.00001131257,0.01297284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1896417,"threshold_uncertainty_score":0.9399008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.234454760793973,"score_gpt":0.3948983054527033,"score_spread":0.1604435446587303,"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."}}