{"id":"W2891002782","doi":"","title":"Meritocracy, Human Capital or Social Reproduction? Outcomes of Educational Pathways in Canada","year":2018,"lang":"en","type":"article","venue":"XIX ISA World Congress of Sociology (July 15-21, 2018)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Meritocracy; Reproduction; Social reproduction; Human capital; Human reproduction; Social capital; Biology; Sociology; Political science; Economics; Economic growth; Social science; Genetics","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":[0.002044692,0.0003200428,0.0007930457,0.002416207,0.01144713,0.006501888,0.002701113,0.001782569,0.01053383],"category_scores_gemma":[0.01407579,0.0002994124,0.000646945,0.00609406,0.00344102,0.002162824,0.004044789,0.002848674,0.0005450763],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1652063,"about_ca_system_score_gemma":0.2943378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983784,"about_ca_topic_score_gemma":0.9993383,"domain_scores_codex":[0.9961583,0.0003360402,0.0001070186,0.000316191,0.000834731,0.002247849],"domain_scores_gemma":[0.9830048,0.001382134,0.001529752,0.0003714904,0.005852986,0.007858962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006745867,0.0006381814,0.8381613,0.0001639682,0.0001594916,0.0005444291,0.01945041,0.002726795,0.0002170027,0.05891935,0.02385737,0.05448709],"study_design_scores_gemma":[0.0001386879,0.0001396527,0.9096568,0.0004180208,0.0001199515,0.0001113134,0.05083123,0.004207098,0.0003772475,0.008148493,0.0256871,0.0001645392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643583,0.0009958877,0.0001557217,0.009241025,0.00007615791,0.00006972373,0.002556317,0.00002252935,0.02252436],"genre_scores_gemma":[0.9925697,0.0003531498,0.0001073156,0.0001795115,0.000006261439,0.0000174811,0.0004467457,0.000007526838,0.006312217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1652063,"threshold_uncertainty_score":0.9682423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04695387434435878,"score_gpt":0.3617400058788766,"score_spread":0.3147861315345178,"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."}}