{"id":"W4415999602","doi":"10.5465/amproc.2025.19099poster","title":"Regulatory Co-Creation and Institutional Uncertainty: Entrepreneurial Agency in Emerging Industries","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Leverage (statistics); Agency (philosophy); Context (archaeology); Entrepreneurship; Process (computing); Institutional theory; Work (physics); Regulatory agency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0160625,0.0001866245,0.0003830965,0.002460195,0.009802835,0.01140593,0.001459061,0.001290239,0.001281221],"category_scores_gemma":[0.02419136,0.0002861499,0.0002802997,0.002052379,0.02224775,0.00410226,0.007957879,0.002487246,0.00006745876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02065433,"about_ca_system_score_gemma":0.0305287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.182319,"about_ca_topic_score_gemma":0.2919961,"domain_scores_codex":[0.9874836,0.006127049,0.0004318645,0.0009306317,0.002469563,0.002557198],"domain_scores_gemma":[0.9679446,0.02126313,0.005136468,0.0014173,0.001980206,0.002258282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001351569,0.0002309041,0.2560086,0.0001458131,0.00004118735,0.001560733,0.5255173,0.002071147,0.0008310538,0.1624843,0.0008669282,0.05010688],"study_design_scores_gemma":[0.00002266167,0.00006198196,0.09694267,0.0003706334,0.00003291743,0.0003092308,0.8145512,0.004054958,0.000789656,0.04415619,0.03862111,0.00008673249],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654689,0.0002601307,0.003580519,0.002605984,0.00001141275,0.00006266669,0.00001905183,0.000007862724,0.02798357],"genre_scores_gemma":[0.9992798,0.00006490169,0.000270082,0.00005743055,0.000001558199,0.000008078075,0.000005389174,0.000001417493,0.0003113802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182319,"threshold_uncertainty_score":0.3625157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908243894353595,"score_gpt":0.2817286782776867,"score_spread":0.2626462393341508,"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."}}