{"id":"W3175130791","doi":"10.1556/2006.2021.00037","title":"The psychology of cryptocurrency trading: Risk and protective factors","year":2021,"lang":"en","type":"review","venue":"Journal of Behavioral Addictions","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Harm; Cryptocurrency; Digital currency; Currency; Regret; Business; Economics; Actuarial science; Marketing; Psychology; Monetary economics; Social psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008518233,0.0006064669,0.001184889,0.001418397,0.0003131677,0.001285956,0.0005492017,0.001670599,0.002312456],"category_scores_gemma":[0.001873351,0.0001988772,0.000622944,0.001211454,0.001143132,0.001092708,0.0005478259,0.001677199,0.0004870025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008730491,"about_ca_system_score_gemma":0.001728485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002399507,"about_ca_topic_score_gemma":0.002601043,"domain_scores_codex":[0.9996707,0.0001310173,0.00003105305,0.00005372336,0.00008654629,0.00002689112],"domain_scores_gemma":[0.9984449,0.001183065,0.0001384712,0.00001960007,0.0001547094,0.00005938243],"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":[0.0001002512,0.0001803512,0.001629296,0.02527357,0.0002579269,0.0001402549,0.000360386,0.0003573302,0.0004641144,0.009248343,0.00879254,0.9531956],"study_design_scores_gemma":[0.00008781385,0.0007832867,0.04758531,0.06262797,0.001084658,0.005280763,0.001682662,0.0006801919,0.001253822,0.03575907,0.8430034,0.0001709572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004556701,0.9975705,0.00009634827,0.0007591594,0.00007974384,0.000004808866,0.000006573956,0.0000023168,0.001024975],"genre_scores_gemma":[0.005114075,0.9940181,0.0001165657,0.0003448858,0.0001622074,0.000009869254,0.000009190168,8.057697e-7,0.0002244161],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002399507,"threshold_uncertainty_score":0.007735908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06396994344248803,"score_gpt":0.3764034939056433,"score_spread":0.3124335504631553,"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."}}