{"id":"W2003161522","doi":"10.1353/ces.2014.0015","title":"Education, Employment, and Income Polarization among Aboriginal Men and Women in Canada","year":2014,"lang":"fr","type":"article","venue":"Canadian ethnic studies","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Educational attainment; Polarization (electrochemistry); Inequality; Demographic economics; Geography; Demography; Socioeconomics; Sociology; Economics; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0008854394,0.0001609189,0.0002641103,0.0001916919,0.001805164,0.00001894118,0.0001049429,0.0001058284,0.00005091857],"category_scores_gemma":[0.00003089739,0.0001630781,0.000009398493,0.0004881222,0.0005750162,0.0002171817,0.000001921001,0.0001663974,0.000004134665],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006852435,"about_ca_system_score_gemma":0.0956179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999518,"about_ca_topic_score_gemma":0.9999996,"domain_scores_codex":[0.9980798,0.0003370583,0.0002733296,0.0002874351,0.000171487,0.0008508465],"domain_scores_gemma":[0.9986086,0.0001778584,0.0001045495,0.0001231655,0.0001824938,0.000803363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000001662412,0.00001683088,0.2805693,0.0001424958,0.00004579989,0.00000182649,0.6333319,0.000001699328,9.294487e-8,0.05961889,0.0009834695,0.02528606],"study_design_scores_gemma":[0.0001014529,0.00002289518,0.673399,0.00009246064,0.00001350298,0.000001297492,0.06623742,0.000008316149,4.994205e-7,0.002350091,0.2576169,0.0001561195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8859641,0.08428485,6.341506e-7,0.003781735,0.002064361,0.0003775313,0.00001985027,0.000005871669,0.02350109],"genre_scores_gemma":[0.8248376,0.126691,0.00002527392,0.0004790038,0.0006061742,0.00002112096,0.000008143886,0.00001546168,0.04731617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5670945,"threshold_uncertainty_score":0.9994944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297486595360143,"score_gpt":0.3346208813719848,"score_spread":0.3116460154183833,"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."}}