{"id":"W4365145639","doi":"10.3390/jrfm16040239","title":"Profiling Turkish Cryptocurrency Owners: Payment Users, Crypto Investors and Crypto Traders","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Cryptocurrency; Payment; Business; Turkish; Context (archaeology); Commerce; Finance; Computer security; Computer science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008289837,0.0003297297,0.0004358786,0.0009717323,0.0003121148,0.000506912,0.0002887757,0.0001015466,0.00001601411],"category_scores_gemma":[0.0002872216,0.0002854731,0.0001499641,0.001108526,0.0001480105,0.001576741,0.0003477915,0.0003756093,0.00004502955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000657802,"about_ca_system_score_gemma":0.00002894014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005258542,"about_ca_topic_score_gemma":0.00002047738,"domain_scores_codex":[0.9979014,0.00001633448,0.0007117075,0.0003786805,0.0004904344,0.0005014255],"domain_scores_gemma":[0.9988587,0.00005206614,0.0007314623,0.0001761382,0.0001238157,0.00005784536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003784959,0.0002920666,0.2329845,0.001545069,0.0001436778,0.0005705017,0.0007704281,0.0001963046,0.0001573777,0.2199242,0.05561484,0.4874226],"study_design_scores_gemma":[0.002723139,0.0001995102,0.3306948,0.0007778903,0.0003582475,0.00002168845,0.00233671,0.0006804728,0.00008875344,0.05678767,0.604431,0.0009001063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867536,0.001051289,0.005401393,0.0007387233,0.001471691,0.0005678367,0.00001151269,0.0001354642,0.003868488],"genre_scores_gemma":[0.9933869,0.002817635,0.001917066,0.000554785,0.001050331,0.00002265994,0.000009769648,0.00004824653,0.0001925945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5488161,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562835928411053,"score_gpt":0.2173968132757015,"score_spread":0.201768453991591,"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."}}