{"id":"W3102555761","doi":"10.5195/ledger.2020.206","title":"Benchmarking Bitcoin Adoption in Canada: Awareness, Ownership and Usage in 2018","year":2020,"lang":"en","type":"article","venue":"Ledger","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Business; Benchmarking; Speculation; Cash; Database transaction; Monetary economics; Commerce; Finance; Economics; Marketing; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002183554,0.0001434005,0.0002272519,0.0001988506,0.0000607846,0.00009223113,0.0001158293,0.00004525865,0.0002943156],"category_scores_gemma":[0.0001106607,0.000137417,0.00002940699,0.0008860931,0.00001977323,0.0006100351,0.0001150791,0.0001305593,0.00004559699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00014336,"about_ca_system_score_gemma":0.0001234191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7071456,"about_ca_topic_score_gemma":0.9262557,"domain_scores_codex":[0.9989247,0.00001563181,0.000294907,0.0003091578,0.0002035471,0.0002519944],"domain_scores_gemma":[0.9996909,0.00002823698,0.0001108573,0.0001116654,0.00004207387,0.00001622763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000175615,0.00001060632,0.9951735,0.00008476594,0.000001684793,0.00003950673,0.00008805226,0.00008835828,0.0001280392,0.0003554405,0.002322563,0.001689969],"study_design_scores_gemma":[0.0003708347,0.000003274029,0.9532521,0.00008801901,0.0000181035,1.930218e-7,0.0001173267,0.02278568,0.00001733544,0.0001140252,0.02302943,0.000203699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997251,0.0001765789,0.00001489555,0.0009624026,0.0001664225,0.0001253818,0.000001063786,0.00001844943,0.001283792],"genre_scores_gemma":[0.9965636,0.00001616319,0.00007099682,0.002707668,0.0005254804,0.000008078817,0.00003780345,0.00001453315,0.00005567971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2191101,"threshold_uncertainty_score":0.5603701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02784317526350489,"score_gpt":0.2062897819808422,"score_spread":0.1784466067173373,"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."}}