{"id":"W4313352207","doi":"10.1007/978-3-031-17998-3_3","title":"Follow the Money: Back to the Basics","year":2023,"lang":"en","type":"book-chapter","venue":"Financial innovation and technology","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Canada West","funders":"","keywords":"FinTech; Payment; Financial services; Business; Finance; Globe; Cryptocurrency; Marketing; Computer security; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003051752,0.0003124028,0.0002914392,0.001003846,0.0003463856,0.0002397274,0.0005596654,0.0005314997,0.0001014594],"category_scores_gemma":[0.00066285,0.0002201266,0.00005103161,0.002119738,0.0002461926,0.0002360291,0.0006886622,0.0006188612,0.003426936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000348379,"about_ca_system_score_gemma":0.00004943615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002879456,"about_ca_topic_score_gemma":0.0003058803,"domain_scores_codex":[0.9986319,0.000001396496,0.0004406713,0.000419195,0.0002065274,0.000300331],"domain_scores_gemma":[0.9986615,0.00003567619,0.0003889006,0.0004694719,0.0004401345,0.000004284605],"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":[0.000007981147,0.000004243884,0.000119045,0.00003020726,0.000009865478,0.000005400374,0.000005400235,6.278755e-7,0.00001346826,0.8757942,0.08795414,0.03605536],"study_design_scores_gemma":[0.00008403588,0.00001319119,0.0003594376,0.00007189297,0.00001206594,0.000002266351,0.000007505994,0.00001879486,0.00001269201,0.3455274,0.6537153,0.0001755014],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0030804,0.0001712845,0.002347489,0.08372389,0.002466086,0.001475464,0.00006079063,0.0009949098,0.9056797],"genre_scores_gemma":[0.1138137,0.00007611619,0.000186876,0.01586303,0.002482745,0.0001873053,0.0002071392,0.0002174275,0.8669657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5657611,"threshold_uncertainty_score":0.997349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028156299025296,"score_gpt":0.2196454405164613,"score_spread":0.1893638775262083,"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."}}