{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01064871,0.0001442009,0.0004140837,0.0002373517,0.0007371868,0.00003526855,0.0005055541,0.0004021208,0.0001937894],"category_scores_gemma":[0.00314745,0.0001047808,0.00005308017,0.0001980272,0.01226193,0.00009359287,0.00002539052,0.0005677312,0.000003645387],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008826408,"about_ca_system_score_gemma":0.005797767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7057027,"about_ca_topic_score_gemma":0.7356555,"domain_scores_codex":[0.9954115,0.003016104,0.0003822613,0.0003178596,0.0003598238,0.0005124798],"domain_scores_gemma":[0.9965702,0.00262992,0.0003177547,0.0001911066,0.0002044943,0.00008650139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003929657,0.000002243854,0.002907842,0.000006725928,0.00001187306,0.00000104465,0.05346445,7.204355e-7,0.00000132186,0.9313924,0.01154039,0.0006670777],"study_design_scores_gemma":[0.0001477215,0.00001238286,0.0009624914,0.00001184148,0.00001226315,3.900711e-7,0.01098351,0.00000109133,0.000003483908,0.54783,0.4399198,0.0001151034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004516415,0.0005698819,0.00003875028,0.004171558,0.0009313558,0.0003793853,0.0000100742,0.00001739036,0.9893652],"genre_scores_gemma":[0.0219136,0.000693425,0.003067245,0.001116272,0.001043509,0.00001968309,0.000009395765,0.00001533605,0.9721215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4283794,"threshold_uncertainty_score":0.9998384,"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."}}