{"id":"W4416002596","doi":"10.5465/amproc.2025.10082symposium","title":"Dismantling the Unicorn Myth: Reimagining Responsible Entrepreneurship Through Systems Change","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Entrepreneurship; Unicorn; Dominance (genetics); Narrative; Mythology; Social system","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":[0.03202284,0.0005542936,0.0008047831,0.001910957,0.01171116,0.02620094,0.002286704,0.005518755,0.002806431],"category_scores_gemma":[0.02173508,0.000455205,0.0008211503,0.001344388,0.09666806,0.02486389,0.01617313,0.008876778,0.0005707967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009781668,"about_ca_system_score_gemma":0.0140084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002546224,"about_ca_topic_score_gemma":0.003004873,"domain_scores_codex":[0.9825674,0.01286996,0.0004451107,0.001075845,0.001521619,0.001520047],"domain_scores_gemma":[0.9811898,0.01138994,0.001568767,0.0030806,0.001241801,0.001529015],"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":[0.00001189711,0.00002022751,0.0004405464,0.00004993729,0.000008031442,0.00008942201,0.03836262,0.0003794187,0.0001037528,0.9499908,0.002115524,0.008427695],"study_design_scores_gemma":[0.00001332091,0.00004676527,0.0003588036,0.0003161993,0.00001392175,0.0001299381,0.0303248,0.0009721103,0.0004473225,0.853619,0.1137291,0.00002865779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1312948,0.01421915,0.07347142,0.5360774,0.004124699,0.0001441511,0.00004124516,0.0003323528,0.2402947],"genre_scores_gemma":[0.9730844,0.003810624,0.007190006,0.007907559,0.0004694154,0.0001166566,0.00001249164,0.0001223409,0.007286372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03202284,"threshold_uncertainty_score":0.169355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05625553153169561,"score_gpt":0.2764936975861497,"score_spread":0.2202381660544541,"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."}}