{"id":"W3207453878","doi":"10.1111/cars.12363","title":"Does alma mater matter? An audit study of labour market outcomes of Canadian Bachelor's Degree recipients","year":2021,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"SGS (Canada); University of Toronto","funders":"","keywords":"Bachelor; Matriculation; Audit; Bachelor degree; Higher education; Political science; Demographic economics; Privilege (computing); Sociology; Management; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037443,0.0001886627,0.0003369751,0.001653201,0.004298565,0.001923705,0.0008688449,0.0005366435,0.00190041],"category_scores_gemma":[0.01363779,0.0001804558,0.0002608564,0.003856001,0.002519347,0.00057206,0.00119458,0.0006870853,0.0002875153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02147802,"about_ca_system_score_gemma":0.02598065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9404562,"about_ca_topic_score_gemma":0.9663697,"domain_scores_codex":[0.9963018,0.0006057025,0.0001146549,0.0002767655,0.00179333,0.0009077928],"domain_scores_gemma":[0.9899267,0.001294854,0.002900163,0.0003716109,0.003923066,0.001583595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004122096,0.0002525657,0.9405248,0.000061912,0.00002879137,0.0001104705,0.0174019,0.00004922583,0.0005081083,0.0007701739,0.002551618,0.03732824],"study_design_scores_gemma":[0.000009122397,0.00009578036,0.9897149,0.00001778232,0.000009363851,0.00002033572,0.007872526,0.00009485698,0.0001457803,0.00006408711,0.001941193,0.00001431165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976711,0.0001295793,0.00002322754,0.0003431192,0.000009404209,0.00002898778,0.0001614103,0.00000117002,0.001632064],"genre_scores_gemma":[0.9983885,0.0001551556,0.00003351269,0.0001205976,0.000006716194,0.000009845896,0.0001116321,0.000001664281,0.00117231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05954379,"threshold_uncertainty_score":0.1558346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10083277609466,"score_gpt":0.3518896942563079,"score_spread":0.2510569181616479,"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."}}