{"id":"W4231862946","doi":"10.32920/ryerson.14655015","title":"Education and startup success","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Humber Polytechnic","funders":"","keywords":"Entrepreneurship; Entrepreneurship education; Business; Marketing; Population; Finance; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007420665,0.0001602488,0.0001876394,0.001430148,0.0004958265,0.001235766,0.0001819459,0.0003282599,0.01015888],"category_scores_gemma":[0.007881287,0.00006542975,0.0001886271,0.000916391,0.0004936843,0.0005783447,0.0009426195,0.0007064891,0.0006270578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000340271,"about_ca_system_score_gemma":0.0004266204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002276682,"about_ca_topic_score_gemma":0.002858977,"domain_scores_codex":[0.9994184,0.0001982582,0.0000318055,0.000045918,0.0001201439,0.0001855279],"domain_scores_gemma":[0.9840953,0.006964816,0.003382911,0.0002942741,0.0008742928,0.004388417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009863613,0.0003313231,0.9738404,0.00005220386,0.00004832316,0.0002649928,0.00140011,0.0001660918,0.0002407835,0.001329929,0.0004141504,0.02181315],"study_design_scores_gemma":[0.000003523038,0.0001131947,0.9954746,0.00004787621,0.00001982793,0.0001170713,0.001661662,0.0001547259,0.0002116604,0.0003871276,0.001800751,0.000008106647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913071,0.0004523261,0.0001118174,0.0002814769,0.000008992199,0.0000100467,0.0000804046,0.000007129348,0.007740662],"genre_scores_gemma":[0.9983357,0.0001669409,0.0000426941,0.00001595895,0.000007099795,0.000003176548,0.00004382092,0.000001738108,0.001382926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01015888,"threshold_uncertainty_score":0.0339849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867971585751855,"score_gpt":0.2538902115777971,"score_spread":0.2352104957202786,"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."}}