{"id":"W2165671572","doi":"10.1111/j.1540-6520.2006.00159.x","title":"If Theories of Family Enterprise Really Do Matter, So Does Change in Management Education","year":2006,"lang":"en","type":"article","venue":"Entrepreneurship Theory and Practice","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada); University of Alberta","funders":"","keywords":"Scholarship; Salient; Family business; Business education; Field (mathematics); Heuristic; Curriculum; Sociology; Sample (material); Business relationship management; Public relations; Engineering ethics; Political science; Business; Higher education; Epistemology; Marketing; Business model; Pedagogy; Electronic business; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001378114,0.0001881912,0.0001850608,0.0003175524,0.0001247628,0.00026295,0.0001891633,0.00006492496,0.0002265819],"category_scores_gemma":[0.0001213446,0.0001439785,0.00003921663,0.0003609953,0.0001070613,0.003029114,0.0001589897,0.0001198757,0.00008863901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001406978,"about_ca_system_score_gemma":0.00001564082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001223788,"about_ca_topic_score_gemma":0.00003568307,"domain_scores_codex":[0.9987807,0.0001422959,0.0003273868,0.0003239356,0.0002039171,0.0002218218],"domain_scores_gemma":[0.9988977,0.0003765356,0.0003205639,0.0003000422,0.00009499873,0.00001013333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002172419,0.0007685706,0.4690204,0.001055287,0.00002711376,0.00002561672,0.001081764,0.00002615027,0.0004877702,0.4520319,0.0008386658,0.07246441],"study_design_scores_gemma":[0.001004383,0.00001818398,0.6694345,0.0007433454,0.0001924094,0.000008333246,0.007465446,0.00005544981,0.0001949318,0.2559994,0.06441873,0.0004648876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075694,0.001305751,0.00009733875,0.001208607,0.0007050895,0.000366651,0.000002366401,0.00004625202,0.08869854],"genre_scores_gemma":[0.9949574,0.0005644924,0.00009674934,0.002929659,0.0005329435,0.00006691282,0.00003188049,0.00001974167,0.000800256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2004141,"threshold_uncertainty_score":0.5871274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127418279499431,"score_gpt":0.2645971927769352,"score_spread":0.2533230099819408,"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."}}