{"id":"W4285281585","doi":"10.2139/ssrn.4122820","title":"A Theory of Visionary Disruption","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Law and economics; Political science; Computer science; Economics","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":[0.002434515,0.0005842864,0.0003700296,0.001886562,0.003219621,0.006953509,0.002139815,0.003218563,0.01350942],"category_scores_gemma":[0.009586534,0.0003988234,0.00086713,0.002071608,0.01334926,0.01043817,0.003495608,0.003505077,0.001626116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006346927,"about_ca_system_score_gemma":0.00383633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008144989,"about_ca_topic_score_gemma":0.003980729,"domain_scores_codex":[0.9979527,0.0006844207,0.00006887307,0.0003450648,0.0004923948,0.0004564733],"domain_scores_gemma":[0.9966738,0.001358383,0.0003665472,0.0005814608,0.0006739552,0.0003458261],"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":[0.000003854503,0.000004332619,0.00009022339,0.000004683159,0.000001355623,0.00002054521,0.0003220186,0.0003880042,0.00002027694,0.9969835,0.0007185567,0.001442685],"study_design_scores_gemma":[0.000006784718,0.00000667939,0.0001268243,0.00001075139,0.000002284005,0.00004507946,0.0004708986,0.001759212,0.00003985349,0.9871581,0.01036761,0.000005873392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03687433,0.001297482,0.256665,0.02377379,0.0006195543,0.0001125063,0.0001948272,0.000233008,0.6802294],"genre_scores_gemma":[0.9456556,0.0006071824,0.01777493,0.001202627,0.0002192998,0.000149201,0.0001005804,0.00006858518,0.03422204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01350942,"threshold_uncertainty_score":0.04605037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009767838943331553,"score_gpt":0.2247861717814328,"score_spread":0.2150183328381013,"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."}}