{"id":"W657031380","doi":"","title":"Aboriginal Voices and the Politics of Representation in Canadian Introductory Sociology Textbooks","year":2003,"lang":"en","type":"book","venue":"","topic":"Innovative Teaching Methodologies in Social Sciences","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Representation (politics); Sociology; Gender studies; Social science; Media studies; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003388912,0.0005184317,0.0003974201,0.006578965,0.01786299,0.01420395,0.001595307,0.001576484,0.006684823],"category_scores_gemma":[0.01215238,0.0003709108,0.0001708213,0.01166463,0.01496797,0.003195257,0.005040629,0.002335005,0.0004481765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09616859,"about_ca_system_score_gemma":0.0624879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8784887,"about_ca_topic_score_gemma":0.916604,"domain_scores_codex":[0.9949843,0.00119944,0.0001029932,0.0003320133,0.00202259,0.001358741],"domain_scores_gemma":[0.9926956,0.003067898,0.000815252,0.0002287077,0.002092739,0.001099859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003378444,0.0000270894,0.004108699,0.000190896,0.000003795483,0.0007385248,0.7884863,0.0001212197,0.0007165755,0.14304,0.01566632,0.04686674],"study_design_scores_gemma":[0.000009042847,0.00002404463,0.01841438,0.0005814416,0.00001364129,0.0002752486,0.3293741,0.0001413938,0.0004137863,0.006879613,0.6438373,0.00003595701],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4881089,0.01348072,0.001168088,0.01853237,0.000667432,0.00009471445,0.0002150809,0.0001356057,0.477597],"genre_scores_gemma":[0.9195682,0.004467801,0.0007744621,0.001972024,0.0001257964,0.00004670675,0.0001370584,0.00009362875,0.07281437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1215113,"threshold_uncertainty_score":0.6977552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06186548489367603,"score_gpt":0.4228930169282067,"score_spread":0.3610275320345306,"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."}}