{"id":"W4317874480","doi":"10.1177/25151274231153487","title":"Doctoral Programs in Entrepreneurship: Building Cognitive Apprenticeships","year":2023,"lang":"en","type":"article","venue":"Entrepreneurship Education and Pedagogy","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Cognitive apprenticeship; Apprenticeship; Socialization; Entrepreneurship; Process (computing); Value (mathematics); Sociology; Work (physics); Cognition; Knowledge management; Engineering ethics; Public relations; Psychology; Pedagogy; Computer science; Political science; Engineering; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004993227,0.0003687489,0.0003511978,0.0007684531,0.0002524201,0.0005327092,0.0003097932,0.0001250426,0.000346903],"category_scores_gemma":[0.0004845799,0.000366963,0.0001056894,0.001479447,0.00017098,0.00101969,0.0003016416,0.0002855902,0.0005216829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003235822,"about_ca_system_score_gemma":0.00009689298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009674973,"about_ca_topic_score_gemma":0.0007981329,"domain_scores_codex":[0.9974468,0.00007593151,0.0005043896,0.0008904856,0.0003489509,0.0007334569],"domain_scores_gemma":[0.9989316,0.0002479698,0.0002730122,0.0003147739,0.0001672661,0.00006541173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004807593,0.0002853194,0.8976479,0.0001541383,0.0000204351,0.0000108152,0.001267148,0.0000194895,0.0000817964,0.00893282,0.0008769881,0.09065513],"study_design_scores_gemma":[0.00126345,0.00004573189,0.9222845,0.0004987528,0.0001259734,0.00001440972,0.01527951,0.0002853688,0.0001417142,0.01069281,0.04851634,0.0008514106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881215,0.0008618531,0.000006160883,0.003123635,0.001577316,0.0005481098,0.000003250693,0.0004133319,0.00534481],"genre_scores_gemma":[0.9955975,0.0002821523,0.00002891273,0.001326335,0.001241429,0.0002234486,0.0001599697,0.00004196746,0.001098216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08980373,"threshold_uncertainty_score":0.9998782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07707857281246838,"score_gpt":0.3321495957741489,"score_spread":0.2550710229616805,"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."}}