{"id":"W6997330187","doi":"","title":"Waarom de fintechrevolutie is uitgebleven","year":2021,"lang":"nl","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulpit; Cognitive reframing; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000873683,0.0007217717,0.0007162354,0.000223372,0.0007603757,0.001987278,0.002516452,0.0002309359,0.0003559243],"category_scores_gemma":[0.0001167969,0.0007710625,0.0001512578,0.001136857,0.000239533,0.003011044,0.006191708,0.0007217487,0.0006983736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008074783,"about_ca_system_score_gemma":0.0001417335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002528777,"about_ca_topic_score_gemma":0.004244682,"domain_scores_codex":[0.9955942,0.00007670416,0.0007581075,0.001693123,0.0004654132,0.001412448],"domain_scores_gemma":[0.9968224,0.0002953009,0.0005034368,0.002129242,0.0001422351,0.0001074266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005770538,0.001345417,0.4676766,0.02025891,0.001502121,0.00192429,0.005383146,0.000574277,0.005657903,0.0123568,0.3147409,0.1680025],"study_design_scores_gemma":[0.0009375311,0.00003671386,0.07791948,0.005684062,0.000474702,0.0001109155,0.001793526,0.354111,0.0001539716,0.009083061,0.5481822,0.001512856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8628008,0.02319784,0.01132145,0.004254985,0.002483172,0.0007753533,0.002633306,0.0007566909,0.09177642],"genre_scores_gemma":[0.9773246,0.002634529,0.001712761,0.004559593,0.002454184,0.0000165478,0.003594068,0.0001618838,0.007541821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3897572,"threshold_uncertainty_score":0.999474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124643249196333,"score_gpt":0.2327867868577031,"score_spread":0.2115403543657398,"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."}}