{"id":"W1503759213","doi":"10.2139/ssrn.554025","title":"Earnings and Community College Field of Study Choice in Canada","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"School Choice and Performance","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Field (mathematics); Earnings; Community college; Accounting; Economics; Medical education; Medicine; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.002383563,0.00005302241,0.0001129622,0.00004907009,0.0005186152,0.00001285877,0.0002190911,0.00002912636,0.00001780901],"category_scores_gemma":[0.0003051329,0.00005060407,0.00001452689,0.0002315714,0.00003166561,0.0001628371,0.00002190739,0.002066886,6.578707e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259689,"about_ca_system_score_gemma":0.01061773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924989,"about_ca_topic_score_gemma":0.9998762,"domain_scores_codex":[0.9985359,0.0002803021,0.0001595832,0.00005201793,0.0002406372,0.0007315368],"domain_scores_gemma":[0.9995307,0.0002095558,0.00008573086,0.00007272709,0.00004411916,0.00005712987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001868618,0.00007416259,0.9910884,0.000002614554,0.00001746227,0.000002119837,0.005764973,0.00003907889,0.00001008879,0.001675749,0.00003448678,0.001272102],"study_design_scores_gemma":[0.001898326,0.0008693803,0.6550843,0.00004178997,0.00001579754,0.00002095882,0.3246179,0.000003088903,0.00005512768,0.01493717,0.002300981,0.0001552044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973117,0.0003292055,0.000006200232,0.001099105,0.00006526607,0.00008640371,8.911201e-7,0.000002702031,0.001098532],"genre_scores_gemma":[0.998941,0.0006770825,0.000004819469,0.0001006667,0.00008886307,0.000001556904,1.629925e-7,0.00000320667,0.0001826369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3360042,"threshold_uncertainty_score":0.9949912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215564798280988,"score_gpt":0.2896356722842399,"score_spread":0.27748002430143,"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."}}