{"id":"W2914715735","doi":"","title":"Problems with Social Studies Textbooks","year":2018,"lang":"en","type":"article","venue":"2018 Conference of the Canadian Society for the Study of Education","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Publishing; Presentation (obstetrics); Narrative; Curriculum; Sociology; Political science; Media studies; Mathematics education; Social science; Pedagogy; Law; Art; Literature; Psychology","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":[0.09470308,0.0004381659,0.001309569,0.006907089,0.006163098,0.01554302,0.00693827,0.004939864,0.02420337],"category_scores_gemma":[0.2929172,0.001214919,0.0006377347,0.01107548,0.01687736,0.02034799,0.008930773,0.008142181,0.01105866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01252279,"about_ca_system_score_gemma":0.0166791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009453804,"about_ca_topic_score_gemma":0.01230676,"domain_scores_codex":[0.8560883,0.06839875,0.0152996,0.006012921,0.05202128,0.002179218],"domain_scores_gemma":[0.6356494,0.2286956,0.01900505,0.03804652,0.0711496,0.007453773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009264505,0.0002473911,0.005393327,0.001634277,0.00002680355,0.0005906288,0.04820326,0.0005300241,0.0005188505,0.4461476,0.2189739,0.2776414],"study_design_scores_gemma":[0.00004028362,0.00007700464,0.002316221,0.002584281,0.00001613551,0.000783578,0.01901616,0.0002439415,0.0005870219,0.04857362,0.9256999,0.00006171114],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0315162,0.0207529,0.03276945,0.5102801,0.01556717,0.0005914034,0.0008743435,0.001441758,0.3862067],"genre_scores_gemma":[0.4780402,0.02818296,0.06158358,0.1484303,0.01774334,0.001743126,0.001643578,0.003859994,0.2587729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9905462,"threshold_uncertainty_score":0.5008438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2283137040817866,"score_gpt":0.397176708273525,"score_spread":0.1688630041917383,"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."}}