{"id":"W4415701735","doi":"10.14324/herj.22.1.24","title":"Never the two shall meet? Connecting historical and democratic consciousness in Canadian K-12 history textbooks","year":2025,"lang":"en","type":"article","venue":"History Education Research Journal","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Democracy; Articulation (sociology); Consciousness; Historical thinking; Political history; Jurisdiction","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":[0.003438411,0.0001839227,0.0003081212,0.005747816,0.008959539,0.01182835,0.001051356,0.0006305642,0.003851055],"category_scores_gemma":[0.01738111,0.0002499031,0.0001326332,0.01069554,0.01232235,0.00402189,0.004228922,0.001452283,0.0001781447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04588091,"about_ca_system_score_gemma":0.06346968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7856599,"about_ca_topic_score_gemma":0.9224155,"domain_scores_codex":[0.9970437,0.0006471939,0.0001304715,0.0002312417,0.001333958,0.0006134683],"domain_scores_gemma":[0.9882803,0.00425702,0.002091192,0.0004023787,0.003184127,0.00178506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005023196,0.00006133039,0.1192107,0.0004291557,0.00001600944,0.001213891,0.75292,0.0001714062,0.0007004468,0.04470089,0.00615714,0.07436885],"study_design_scores_gemma":[0.000004586762,0.0000233272,0.2044027,0.0006756271,0.00002095241,0.0002499811,0.6524084,0.0001140063,0.0004221098,0.003738908,0.1378976,0.00004177157],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181299,0.002559908,0.0004590784,0.004938313,0.00007333692,0.00004373054,0.000259658,0.00002131573,0.07351466],"genre_scores_gemma":[0.9947193,0.001050636,0.0003077406,0.0003379045,0.0000123146,0.00001032274,0.0001054495,0.0000106845,0.003445663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2143401,"threshold_uncertainty_score":0.4312047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1806511099427123,"score_gpt":0.4444514807486232,"score_spread":0.2638003708059109,"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."}}