{"id":"W4246945099","doi":"10.32920/ryerson.14656836","title":"A Content Analysis of the Ontario Ministry of Education's Memorandum PPM No.119: Developing and Implementing Equity and Inclusive Education Policies in Ontario Schools","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Christian ministry; Equity (law); Memorandum; Memorandum of understanding; Accountability; Political science; Content analysis; Educational equity; Public administration; Sociology; Public relations; Pedagogy; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01373467,0.000295328,0.0004721084,0.00424553,0.00726044,0.003012239,0.0009509732,0.0006805806,0.003838304],"category_scores_gemma":[0.03259635,0.0003150204,0.0003525505,0.007241558,0.006104475,0.001429997,0.002119937,0.001308008,0.0004541404],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07434022,"about_ca_system_score_gemma":0.09782394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.630269,"about_ca_topic_score_gemma":0.7023795,"domain_scores_codex":[0.9913898,0.002092284,0.0007226327,0.0005845666,0.004339304,0.0008714109],"domain_scores_gemma":[0.9605081,0.01607116,0.002395486,0.001395733,0.01843078,0.001198761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001607777,0.0002136665,0.04002737,0.001678052,0.00001914328,0.000489518,0.5471752,0.0006001625,0.005354335,0.05213983,0.2116239,0.140518],"study_design_scores_gemma":[0.00003945799,0.00005785199,0.1168864,0.001612943,0.00003331682,0.00007856556,0.2460541,0.0009209687,0.002519356,0.003226877,0.6284946,0.00007549058],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7342099,0.0008686815,0.0200304,0.03950703,0.00162911,0.01233045,0.03225383,0.0003376083,0.158833],"genre_scores_gemma":[0.7924106,0.0024704,0.06207721,0.007625452,0.0004278309,0.02550983,0.01574987,0.0006188216,0.09310993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9256598,"threshold_uncertainty_score":0.7438169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08972012079781912,"score_gpt":0.388531905228323,"score_spread":0.2988117844305039,"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."}}