{"id":"W3217364786","doi":"10.32920/ryerson.14656836.v1","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":"Critical Race Theory in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Christian ministry; Equity (law); Memorandum of understanding; Memorandum; Accountability; Political science; Content analysis; 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":[0.0143319,0.0002984494,0.0004855581,0.004144309,0.007859242,0.00304508,0.001027211,0.0007372178,0.004060026],"category_scores_gemma":[0.03446894,0.0003270753,0.0003513073,0.006965049,0.006482331,0.001490941,0.002274474,0.001441621,0.0004843151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08200955,"about_ca_system_score_gemma":0.1054125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6624681,"about_ca_topic_score_gemma":0.7288596,"domain_scores_codex":[0.9910343,0.0021317,0.000735778,0.0006258533,0.004572444,0.0008999839],"domain_scores_gemma":[0.9575561,0.01730284,0.002570332,0.001517075,0.0196732,0.00138044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001577079,0.0002029595,0.03474607,0.001633024,0.00001819488,0.000479321,0.5197541,0.0006084603,0.005037311,0.05225216,0.2477344,0.1373764],"study_design_scores_gemma":[0.00003764653,0.00005249057,0.09960398,0.00151255,0.00002958562,0.0000719599,0.2108133,0.0008434506,0.002231897,0.003029683,0.6817005,0.00007292099],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7068434,0.001015577,0.02159085,0.04932553,0.002139563,0.0129351,0.03348041,0.000386532,0.172283],"genre_scores_gemma":[0.7780577,0.002659999,0.0626073,0.008833952,0.0005011107,0.0263147,0.01562655,0.0006742912,0.1047243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3375319,"threshold_uncertainty_score":0.6790394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0738552329327838,"score_gpt":0.4231249013355297,"score_spread":0.3492696684027459,"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."}}