{"id":"W7071070161","doi":"","title":"Rethinking Stratification in Post-Secondary Education: Organizationally Maintained Inequality","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inequality; Credential; Social stratification; Structural inequality; Elite; Social inequality; Stock (firearms); Higher education","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":[0.005382157,0.000207637,0.0003478726,0.00183956,0.007050921,0.006416337,0.001091709,0.001076234,0.001908096],"category_scores_gemma":[0.00757409,0.0001858742,0.0003520788,0.001513732,0.02440695,0.008727008,0.00944606,0.004812631,0.0001522685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005716242,"about_ca_system_score_gemma":0.003506136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215615,"about_ca_topic_score_gemma":0.01432716,"domain_scores_codex":[0.997255,0.001269296,0.00008834362,0.0003315704,0.0004669101,0.0005888247],"domain_scores_gemma":[0.996166,0.001823533,0.0005586803,0.0003959948,0.0003636429,0.00069216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003604931,0.00004864818,0.02174399,0.00003498161,0.0000103533,0.0001814117,0.1458863,0.0002428052,0.0002513349,0.808558,0.001111232,0.02189478],"study_design_scores_gemma":[0.00002305192,0.0001040847,0.07346902,0.000397478,0.00002426869,0.0001575702,0.1351258,0.00182343,0.0005896925,0.7295745,0.05866987,0.00004131604],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8181554,0.003090374,0.01131008,0.05482557,0.0004604334,0.00004308342,0.00005446722,0.00001783577,0.1120427],"genre_scores_gemma":[0.9973098,0.0004048909,0.0004618414,0.0007394848,0.00009655532,0.0000128067,0.00001063421,0.000006934633,0.0009570621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01215615,"threshold_uncertainty_score":0.04147446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600670186649435,"score_gpt":0.2802682216165025,"score_spread":0.2542615197500082,"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."}}