{"id":"W7098867777","doi":"","title":"Qualified Equal Opportunity and Conditional Mobility: Gender Equity and Educational Attainment in Canada","year":2008,"lang":"en","type":"article","venue":"","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social mobility; Educational attainment; Equity (law); Equal opportunity; Dominance (genetics); Inequality; Stochastic dominance; Empirical evidence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000608357,0.00007739001,0.000108307,0.00003465492,0.0005922896,0.00001917069,0.00006391191,0.00002903406,0.001314612],"category_scores_gemma":[0.0003181827,0.00007458247,0.00001324528,0.00007408434,0.0002794744,0.0001319418,0.00009839334,0.00006895512,0.000002922176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005417469,"about_ca_system_score_gemma":0.005234955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8778369,"about_ca_topic_score_gemma":0.9611647,"domain_scores_codex":[0.9987823,0.0001471534,0.0002279863,0.0001854647,0.0004660625,0.0001909977],"domain_scores_gemma":[0.9992183,0.000376289,0.00004035961,0.0000493891,0.0001363774,0.0001792123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000009464312,0.0001251701,0.1796461,0.00001237729,0.00002009656,0.000001783337,0.006587948,0.00001678725,0.00001318574,0.7876904,0.02568873,0.0001878731],"study_design_scores_gemma":[0.0001904089,0.00001096827,0.8741342,0.000003662974,0.000004138153,0.000006333009,0.01742279,0.00006027898,0.00001648008,0.0968547,0.01111634,0.000179679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938532,0.0001434588,0.00005300264,0.03259065,0.000217378,0.0001356195,0.00005889187,0.000006455794,0.02826256],"genre_scores_gemma":[0.9941576,0.0001183818,0.0001499818,0.002948005,0.0001978474,0.00004217711,0.00007090632,0.000002371518,0.002312701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.694488,"threshold_uncertainty_score":0.9995983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2497412418554426,"score_gpt":0.4026951227550175,"score_spread":0.1529538808995749,"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."}}