{"id":"W6993094464","doi":"","title":"THE NATURE, EMERGENCE, AND IMPACT OF ENTREPRENEURIAL IDENTITY IN AN ENTREPRENEURSHIP EDUCATION CONTEXT","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Identity (music); Context (archaeology); Entrepreneurship education; Identity formation; Organizational identity; New Ventures","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001756993,0.0003070616,0.0003313732,0.0003623141,0.0002444847,0.0002659438,0.0005686019,0.00024915,0.003883066],"category_scores_gemma":[0.0001080752,0.0002595567,0.0001772885,0.0011023,0.00009108296,0.00143596,0.0001901071,0.0003602708,0.0000351119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000539313,"about_ca_system_score_gemma":0.000102409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005091961,"about_ca_topic_score_gemma":0.06492841,"domain_scores_codex":[0.998499,0.00005381952,0.000325908,0.000519526,0.000290451,0.0003112342],"domain_scores_gemma":[0.9988449,0.00009099049,0.0004844043,0.0003072564,0.0002457353,0.00002666301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005446632,0.0001372453,0.6976048,0.0002663557,0.0001247891,0.00001540669,0.0006516646,0.00005211563,0.00008835157,0.009296942,0.001543569,0.2896741],"study_design_scores_gemma":[0.000954652,0.00007350625,0.9216276,0.000443752,0.0002793654,7.375696e-7,0.03541911,0.00008469216,0.00005809125,0.00348505,0.03695979,0.000613687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341817,0.000872863,3.56011e-7,0.00005993602,0.001736091,0.0003528485,0.000009626686,0.00005439475,0.06273212],"genre_scores_gemma":[0.9365489,0.000763288,0.000002852206,0.00006312272,0.0004528853,0.000004345535,0.0001838132,0.00003633745,0.0619444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2890604,"threshold_uncertainty_score":0.9999857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423763569139583,"score_gpt":0.2608581987044508,"score_spread":0.2466205630130549,"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."}}