{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008817419,0.00008587328,0.0001150532,0.0008179477,0.001475327,0.001514283,0.000897365,0.00009707882,0.001479857],"category_scores_gemma":[0.001214302,0.00006795555,0.00007060327,0.0004767732,0.0001674651,0.003164368,0.00004520483,0.002131654,0.0001253437],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003840773,"about_ca_system_score_gemma":0.0123985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1005589,"about_ca_topic_score_gemma":0.5171987,"domain_scores_codex":[0.996407,0.0008401253,0.0006418303,0.0001006459,0.001286973,0.0007233748],"domain_scores_gemma":[0.997851,0.0003054617,0.0002107746,0.0001415214,0.001366241,0.0001250373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001486848,0.00004267281,0.01825236,0.000002497654,0.00006750342,0.000001159255,0.149619,0.0003110859,0.00000993432,0.8115152,0.01606425,0.003965747],"study_design_scores_gemma":[0.0006921576,0.00005228311,0.01594997,0.00007738255,0.000001933067,0.000008941779,0.1282858,0.0002427946,0.000007210819,0.02277994,0.8318321,0.00006957976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4741204,0.0001822574,0.002709386,0.1223775,0.002130643,0.0009961723,0.000006722638,0.00003309529,0.3974437],"genre_scores_gemma":[0.9817409,0.0002937607,0.00002232532,0.001305128,0.000562516,0.00006121721,0.00001088489,0.000003431532,0.01599984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8157678,"threshold_uncertainty_score":0.9999833,"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."}}