{"id":"W1593783101","doi":"10.2139/ssrn.2256068","title":"Certification, Completion, and Wages of Canadian Registered Apprentices","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge; Statistics Canada","funders":"","keywords":"Apprenticeship; Certification; Business; Labour economics; Economics; Management; Geography","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":[0.002150254,0.0000444716,0.00008197379,0.0002135985,0.0004207139,0.00004359569,0.000117378,0.00004015114,0.00005951492],"category_scores_gemma":[0.0001066153,0.00004123984,0.00002443959,0.0002496259,0.0001014637,0.0002083589,0.000004167582,0.0002073173,0.0000107858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002820009,"about_ca_system_score_gemma":0.001933109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.22456,"about_ca_topic_score_gemma":0.4841917,"domain_scores_codex":[0.9985369,0.0001511329,0.0001823663,0.00005464,0.0001436016,0.0009313475],"domain_scores_gemma":[0.9993894,0.00003370933,0.0001693858,0.00007981984,0.0001198517,0.000207864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001558753,0.00001574792,0.09453248,0.000005379699,0.0000232308,1.786288e-8,0.02325136,1.719931e-7,0.0000629999,0.8780782,0.00134548,0.002683411],"study_design_scores_gemma":[0.0001625431,0.0000296807,0.07972884,0.00002318503,0.00002528465,0.00004277891,0.1082504,0.000001134806,0.00003419931,0.0262424,0.7853277,0.0001317679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473124,0.008552142,0.0002185699,0.01635674,0.0005492646,0.0001548686,0.000004462245,0.0000131037,0.02683845],"genre_scores_gemma":[0.9937173,0.00298992,0.0000290937,0.00005083034,0.000596687,0.000002277197,0.000001727603,0.000004429396,0.002607789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8518358,"threshold_uncertainty_score":0.7806038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06644966027582468,"score_gpt":0.339078477757684,"score_spread":0.2726288174818594,"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."}}