{"id":"W4416391941","doi":"10.1177/10422587251393674","title":"Knowledge Accumulation: Entrepreneurial Opportunity and Uncertainty","year":2025,"lang":"en","type":"article","venue":"Entrepreneurship Theory and Practice","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Entrepreneurship; Knowledge creation; New Ventures","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":[0.006279247,0.000414664,0.0007320114,0.003708849,0.002070139,0.01219788,0.0007768613,0.002580761,0.004507011],"category_scores_gemma":[0.02574144,0.0002897876,0.0004463947,0.003985824,0.00859713,0.01349183,0.005517667,0.003155057,0.0003895918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002624637,"about_ca_system_score_gemma":0.002946247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142654,"about_ca_topic_score_gemma":0.001300437,"domain_scores_codex":[0.9946613,0.002672779,0.0003754449,0.0004682787,0.001477835,0.0003444251],"domain_scores_gemma":[0.9532698,0.04050013,0.002658264,0.000883916,0.001912976,0.0007749994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004484883,0.00004144715,0.004476773,0.0009385741,0.0000705261,0.000668633,0.007356454,0.001664446,0.0002681597,0.7971204,0.01586518,0.1714846],"study_design_scores_gemma":[0.000007758767,0.00004696835,0.004363873,0.002237932,0.00004856537,0.0008009326,0.006645489,0.001580766,0.0003985839,0.7993757,0.1844288,0.00006471521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07629121,0.291279,0.08444513,0.211666,0.01166718,0.0001861091,0.0003845985,0.0001386233,0.3239422],"genre_scores_gemma":[0.8024721,0.1475287,0.01060673,0.008148114,0.01437789,0.0001723696,0.0001554609,0.00006633694,0.01647239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01219788,"threshold_uncertainty_score":0.03320819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05304273314849454,"score_gpt":0.3328099393109563,"score_spread":0.2797672061624618,"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."}}