{"id":"W4297903828","doi":"10.55549/epess.1179326","title":"Talent Development: Examining the Impact of University Education on Entrepreneurship","year":2022,"lang":"en","type":"article","venue":"The Eurasia Proceedings of Educational and Social Sciences","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Entrepreneurship; Entrepreneurship education; Political science; Psychology; Engineering ethics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003533676,0.0001491382,0.0001954495,0.001831501,0.0009884142,0.002277444,0.0003760334,0.0002850275,0.00193252],"category_scores_gemma":[0.01060042,0.000083495,0.0002510723,0.00166534,0.000776616,0.00139513,0.002117008,0.0004435063,0.0001441894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00183335,"about_ca_system_score_gemma":0.003310887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003295933,"about_ca_topic_score_gemma":0.007999017,"domain_scores_codex":[0.9983815,0.0008641803,0.00005340501,0.00005394916,0.0003359721,0.0003109843],"domain_scores_gemma":[0.9911481,0.005183627,0.001203516,0.0001541307,0.000993465,0.001317116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002874353,0.001667478,0.6110654,0.0009930666,0.0001082438,0.001254914,0.03075872,0.0009856068,0.001325931,0.01186032,0.0008498009,0.338843],"study_design_scores_gemma":[0.00001746852,0.0008652604,0.9321938,0.0005043079,0.00008561087,0.0003114991,0.0501918,0.0009695948,0.001603558,0.002893314,0.01034295,0.00002079406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831041,0.0008198175,0.0003197022,0.0004183927,0.000009873484,0.00003878465,0.0000184312,0.000002967975,0.01526791],"genre_scores_gemma":[0.9987497,0.0004193387,0.0002398024,0.00003915612,0.000004762591,0.00001163172,0.000006890162,8.221344e-7,0.0005277601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003533676,"threshold_uncertainty_score":0.01868808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04363684527256467,"score_gpt":0.264192145247537,"score_spread":0.2205552999749723,"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."}}