{"id":"W4399564192","doi":"10.1002/sej.1510","title":"Dynamics of founding team diversity and venture outcomes: A simulation approach","year":2024,"lang":"en","type":"article","venue":"Strategic Entrepreneurship Journal","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Linköpings Universitet; University of Warwick","keywords":"Diversity (politics); Entrepreneurship; Team composition; New Ventures; Homogeneous; Marketing; Business; Knowledge management; Economic geography; Economics; Sociology; Computer science; Mathematics","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":[0.0004299946,0.0002126425,0.000268675,0.0002576094,0.0006184472,0.000500164,0.0002261122,0.00007862513,0.00007452306],"category_scores_gemma":[0.00007271469,0.0001656923,0.0001542388,0.0003443116,0.0001042877,0.0009900313,0.0004099412,0.0003397232,0.000009048405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004848176,"about_ca_system_score_gemma":0.000020668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009582132,"about_ca_topic_score_gemma":0.00003077857,"domain_scores_codex":[0.9986687,0.00002481542,0.0003468409,0.0003112728,0.0003650496,0.0002832678],"domain_scores_gemma":[0.99936,0.0001248159,0.0002236186,0.0001448637,0.0001167886,0.0000299104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003312495,0.00007203514,0.9388221,0.000435332,0.0001545136,0.00003476262,0.0007364319,0.006816543,0.0000192713,0.05084979,0.000104341,0.001921791],"study_design_scores_gemma":[0.00231151,0.0001750516,0.331282,0.001316867,0.001324362,0.0002243872,0.022112,0.2991716,0.00002055847,0.3385896,0.001951583,0.001520442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843472,0.001075315,0.0004247176,0.0006036155,0.001001239,0.0001380038,0.000005683417,0.00008315067,0.01232111],"genre_scores_gemma":[0.9988831,0.0001313287,0.00007105176,0.0001307872,0.0006548683,0.000001790257,0.000009545012,0.00001587756,0.0001016424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.60754,"threshold_uncertainty_score":0.6756737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04658972162006438,"score_gpt":0.2680307182944107,"score_spread":0.2214409966743463,"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."}}