{"id":"W3157841320","doi":"10.3917/entin.046.0056","title":"Lessons from an Incumbent taking over a challenger","year":2021,"lang":"en","type":"article","venue":"Entreprendre & Innover","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nickel Institute","funders":"","keywords":"Distribution (mathematics); Developing country; Business; Range (aeronautics); Financial services; Economics; Finance; Economic growth; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001336669,0.0003127081,0.0003076627,0.0001724339,0.0001498477,0.0007327907,0.0003511288,0.000138758,0.006320242],"category_scores_gemma":[0.0002380978,0.0003365184,0.0001346795,0.0007329191,0.00005885461,0.002437722,0.0006387232,0.0002974209,0.001238451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008518356,"about_ca_system_score_gemma":0.00004478021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008611051,"about_ca_topic_score_gemma":0.0007918722,"domain_scores_codex":[0.9978607,0.00001341623,0.0003830831,0.0008181092,0.000423465,0.0005011694],"domain_scores_gemma":[0.9986923,0.00004318043,0.0003534992,0.0006975968,0.0001891815,0.00002427052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000112824,0.001347028,0.1342604,0.0002039755,0.0002819122,0.00102869,0.0007276386,0.00009494845,0.01404707,0.692416,0.05543243,0.1000471],"study_design_scores_gemma":[0.001277441,0.0000124991,0.2347829,0.0003155907,0.00007513856,0.00001052942,0.0003517616,0.001045691,0.002656708,0.02389909,0.7346303,0.0009422951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.890543,0.0005169567,0.0005820859,0.002441609,0.001157772,0.0001534886,0.00004669039,0.0003534598,0.1042049],"genre_scores_gemma":[0.9932827,0.00002033729,0.0001652244,0.002939701,0.001102371,0.00001893619,0.0002619119,0.00006796713,0.002140903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6791979,"threshold_uncertainty_score":0.9999087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332711786225271,"score_gpt":0.2838701771459743,"score_spread":0.2505989985234472,"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."}}