{"id":"W4410480717","doi":"10.47989/ir30colis52249","title":"It’s textbook: controlling the narrative about residential schools in Ontario classrooms","year":2025,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"University of Toronto","keywords":"Narrative; Mathematics education; Pedagogy; Sociology; Psychology; Literature; Art","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00243723,0.0002182953,0.0002206566,0.001561526,0.007327341,0.004514653,0.001330418,0.000561609,0.006954144],"category_scores_gemma":[0.01503116,0.0002920704,0.0001773104,0.003087675,0.004794403,0.001922031,0.002545624,0.0007598972,0.000506133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06632737,"about_ca_system_score_gemma":0.05547825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9207948,"about_ca_topic_score_gemma":0.9693062,"domain_scores_codex":[0.9972478,0.0007178641,0.0001247467,0.0003080939,0.001138904,0.0004626634],"domain_scores_gemma":[0.9888994,0.003460557,0.002253796,0.0007708734,0.002645744,0.001969734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002336569,0.0003277245,0.1548547,0.0003596063,0.0000165621,0.0007519757,0.7130038,0.0002982428,0.002265462,0.009392971,0.01933672,0.09915869],"study_design_scores_gemma":[0.00002734735,0.0001378864,0.3771677,0.0004248265,0.00003705287,0.0001245802,0.3939172,0.0004005967,0.001316419,0.0008740721,0.2255166,0.00005560252],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253001,0.0003656398,0.0004017726,0.002720633,0.00003499224,0.0001782263,0.0008009603,0.00005184387,0.07014585],"genre_scores_gemma":[0.9824157,0.0003353332,0.0007687857,0.0001936768,0.00001163205,0.00007852932,0.000341337,0.00002131002,0.01583369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07920521,"threshold_uncertainty_score":0.481241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04513310379683108,"score_gpt":0.4461445328640578,"score_spread":0.4010114290672266,"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."}}