{"id":"W4401911267","doi":"10.1108/ejim-04-2024-0426","title":"How the digital environment moderates disruptive technology and digital entrepreneurship relationship in emerging markets","year":2024,"lang":"en","type":"article","venue":"European Journal of Innovation Management","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Entrepreneurship; Business; Disruptive innovation; Disruptive technology; Marketing; Emerging markets; Industrial organization; Engineering; Manufacturing engineering","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":[0.003610561,0.0001890127,0.000332318,0.001394967,0.001433207,0.004834143,0.0004586063,0.000687176,0.006708784],"category_scores_gemma":[0.01610404,0.0001723445,0.0003862261,0.001061198,0.002134725,0.004307945,0.00351481,0.001245652,0.0003341352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012697,"about_ca_system_score_gemma":0.001951147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300865,"about_ca_topic_score_gemma":0.001992994,"domain_scores_codex":[0.9978583,0.0008484561,0.0001482616,0.0002594722,0.0004624225,0.0004231155],"domain_scores_gemma":[0.9773794,0.01322444,0.005012315,0.0006424366,0.001263581,0.002477875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000292908,0.001220128,0.8971353,0.0002442001,0.00009945014,0.001399876,0.0412265,0.0005145531,0.0009268892,0.01894548,0.001103709,0.03689095],"study_design_scores_gemma":[0.00005032222,0.0004037056,0.7967188,0.0003262978,0.0001238275,0.000705605,0.1732295,0.002825468,0.001099959,0.01400102,0.01045851,0.00005688594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99159,0.0001897652,0.000510045,0.0005002017,0.00001141504,0.00003655007,0.00002722195,0.000002971037,0.007131848],"genre_scores_gemma":[0.9992003,0.0001230446,0.000151889,0.000065451,0.000005640274,0.00001686239,0.00001615114,0.000002049056,0.0004186488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006708784,"threshold_uncertainty_score":0.02244306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837248448000827,"score_gpt":0.20763602986711,"score_spread":0.1892635453871017,"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."}}