{"id":"W4308683318","doi":"10.1037/adb0000885","title":"Safer gambling and consumer protection failings among 40 frequently visited cryptocurrency-based online gambling operators.","year":2022,"lang":"en","type":"article","venue":"Psychology of Addictive Behaviors","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund; Research for Patient Benefit Programme; Responsible Gambling Fund; City, University of London; Narodowa Agencja Wymiany Akademickiej; GambleAware; Socio-Legal Studies Association; Society for the Study of Addiction; National Institute for Health and Care Research; European Commission; Gambling Research Exchange Ontario; University of East London","keywords":"Cryptocurrency; Psychology; SAFER; Consumer protection; Consumer safety; Internet privacy; Computer security; Business; Risk analysis (engineering); Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005357823,0.0005074158,0.000656977,0.0009765857,0.0005601661,0.00003204822,0.0003590194,0.0003167262,0.003096144],"category_scores_gemma":[0.00004584275,0.0005461664,0.0002248618,0.0008564104,0.0006220521,0.0001768964,0.0001336299,0.001095287,0.00003378961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550837,"about_ca_system_score_gemma":0.0000795342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008695053,"about_ca_topic_score_gemma":0.00004143552,"domain_scores_codex":[0.9962006,0.0005774556,0.0008616379,0.001210301,0.0004787138,0.0006712918],"domain_scores_gemma":[0.9981837,0.0001054417,0.0005145233,0.000705646,0.0002662791,0.0002244206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001326901,0.004485867,0.9494901,0.00001837853,0.0003019678,0.0001728084,0.002556652,0.00008527421,0.02267375,0.0001052306,0.0002935516,0.01848954],"study_design_scores_gemma":[0.006420099,0.001758024,0.9860878,0.00005615406,0.0006077375,0.00009510282,0.001585179,0.00009800083,0.001788479,0.00008508929,0.000836872,0.0005814522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994355,0.0005375472,0.00076601,0.0001521029,0.001541189,0.001343332,0.0006977906,0.0002110636,0.0003959323],"genre_scores_gemma":[0.9971693,0.00001310188,0.0009349104,0.0002172148,0.00005590101,0.0009527369,0.0003938336,0.00009666709,0.0001663928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03659773,"threshold_uncertainty_score":0.999699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09045244910908169,"score_gpt":0.3952039625258542,"score_spread":0.3047515134167725,"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."}}