{"id":"W4286622670","doi":"10.5465/ambpp.2022.13577abstract","title":"The Emergence of Entrepreneurial Identity among Entrepreneurship Students","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Identity (music); Entrepreneurship; Bachelor; Interview; Entrepreneurship education; Sociology; Identity formation; Public relations; Psychology; Social psychology; Political science; Self-concept; Law; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001391509,0.0002475494,0.0003131844,0.0002504747,0.0007934997,0.0001826429,0.002195725,0.00004243266,0.0004507797],"category_scores_gemma":[0.0001098169,0.0002092544,0.0001943426,0.00104969,0.0002859816,0.001573852,0.003510461,0.0002888989,0.00001883599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002226859,"about_ca_system_score_gemma":0.000003818402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126852,"about_ca_topic_score_gemma":0.000005302804,"domain_scores_codex":[0.9966117,0.00001612328,0.000782415,0.000528193,0.001599596,0.0004619488],"domain_scores_gemma":[0.9986035,0.00006261155,0.001037098,0.0001685121,0.0001091464,0.0000191586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001218732,0.0001784808,0.852611,0.0003141164,0.0002074524,0.000001670007,0.0001881122,0.000104665,0.0002187172,0.1255814,0.01718966,0.003282893],"study_design_scores_gemma":[0.001224499,0.00006070284,0.8783092,0.000102034,0.0004205073,0.000001268002,0.007868451,0.00009955921,0.001011152,0.02225417,0.08816838,0.0004800583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823459,0.00041694,0.000003671725,0.001628194,0.0005354898,0.0006698524,0.000003799644,0.00007955774,0.01431661],"genre_scores_gemma":[0.9975904,0.0005576805,0.00001865263,0.0006177193,0.00030929,0.0001622321,0.000002660275,0.00002292529,0.0007184648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1033272,"threshold_uncertainty_score":0.8533146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197389783409941,"score_gpt":0.2640127997536014,"score_spread":0.2442738214126073,"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."}}