{"id":"W2165946607","doi":"","title":"Income Prospects of British Columbia University Graduates","year":2001,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Unemployment and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Graduation (instrument); Earnings; Odds; Demographic economics; Demography; Earnings growth; Economics; Logistic regression; Medicine; Accounting; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001792812,0.0002730919,0.001252434,0.0006783622,0.000152871,0.000306049,0.001165537,0.0005639915,0.0006965612],"category_scores_gemma":[0.0001729535,0.0005876586,0.000347451,0.0003003711,0.0004641648,0.0002449732,0.001404152,0.00125786,0.00008506425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377783,"about_ca_system_score_gemma":0.0002289357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02810091,"about_ca_topic_score_gemma":0.04329992,"domain_scores_codex":[0.9962837,0.00007848448,0.001286121,0.001346081,0.00007402658,0.0009315825],"domain_scores_gemma":[0.9977118,0.0001957549,0.000743845,0.001039966,0.00008497893,0.0002236006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004485828,0.0003301077,0.9829162,0.0002917383,0.0002042994,0.00008469819,0.0001833693,0.0006784733,0.000004170365,0.00385046,0.0005211675,0.01089041],"study_design_scores_gemma":[0.003492003,0.0003330147,0.74594,0.0007110096,0.00002159945,0.00003619058,0.0007457937,0.006320901,0.00002638097,0.1535609,0.08685351,0.001958766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8264651,0.0003690359,0.000003406575,0.00009316864,0.000457659,0.0006948754,0.0008254643,0.00004294645,0.1710484],"genre_scores_gemma":[0.9569464,0.01447867,0.0003557389,0.00001794902,0.000150914,0.00003591066,0.0001019351,0.00008316543,0.0278293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2369763,"threshold_uncertainty_score":0.9996575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461547815799198,"score_gpt":0.2387194413379572,"score_spread":0.2041039631799652,"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."}}