{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009413261,0.000522818,0.0002754043,0.002139361,0.00416042,0.007363452,0.002148624,0.00139777,0.006148215],"category_scores_gemma":[0.01987178,0.0004112494,0.0007066251,0.0007824927,0.005279223,0.006938428,0.01350555,0.002505305,0.00150675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560411,"about_ca_system_score_gemma":0.006183849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008182212,"about_ca_topic_score_gemma":0.001505859,"domain_scores_codex":[0.9905042,0.007192456,0.0001541561,0.000726993,0.0007843191,0.0006378209],"domain_scores_gemma":[0.9847728,0.006899073,0.0006487139,0.001679026,0.0009732922,0.005027019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009392376,0.004088032,0.03469754,0.000524451,0.00006013098,0.00119007,0.1887601,0.002215266,0.002554575,0.1958572,0.01087009,0.5590886],"study_design_scores_gemma":[0.0001710431,0.001725514,0.02266138,0.001172086,0.0001170082,0.001912455,0.1913058,0.01184298,0.005115042,0.2758196,0.4880207,0.0001364442],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5846155,0.001141074,0.1416828,0.01313705,0.0003426286,0.001219788,0.00005542993,0.0006169765,0.2571888],"genre_scores_gemma":[0.90502,0.0009430487,0.08118494,0.001155768,0.00007990978,0.0005217811,0.0000747665,0.00006437767,0.01095535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009413261,"threshold_uncertainty_score":0.04978263,"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."}}