{"id":"W4377970717","doi":"10.1109/iccci56745.2023.10128307","title":"Bitcoin Price Prediction Using Machine Learning","year":2023,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Military Institute","funders":"","keywords":"Computer science; Machine learning; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0002359801,0.00005112832,0.00005338647,0.0001436765,0.0002035014,0.00003035769,0.0003164576,0.00006317135,0.00001500053],"category_scores_gemma":[0.00002160445,0.00004706542,0.00001946103,0.001080841,0.00002121478,0.0001071746,0.0002218178,0.000151516,0.0001185956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000172224,"about_ca_system_score_gemma":0.000012248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005835599,"about_ca_topic_score_gemma":0.000007140346,"domain_scores_codex":[0.9994457,0.0000192913,0.00009619482,0.0002037475,0.00008634417,0.0001486798],"domain_scores_gemma":[0.9996192,0.00002954877,0.00003023991,0.000269733,0.00002532299,0.00002589466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001733025,0.00008140995,0.02410893,0.00001646274,0.00002519573,0.00001330662,0.0006523781,0.00370164,0.01715963,0.9018845,0.001508159,0.05084668],"study_design_scores_gemma":[0.00006229003,0.00001421217,0.002194557,0.000001930778,0.000001209894,0.00001154506,0.00001520513,0.9796144,0.001899327,0.006314029,0.009820639,0.00005061427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1888418,0.00003368604,0.8056045,0.001201318,0.00007965096,0.00008457476,9.374899e-7,0.00245951,0.001694023],"genre_scores_gemma":[0.9607049,0.00002257692,0.03844903,0.00007856758,0.00002239376,0.00001411268,0.000004251203,0.000004924638,0.0006991916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9759128,"threshold_uncertainty_score":0.1919272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195469893162026,"score_gpt":0.2473760624655232,"score_spread":0.2278290731493206,"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."}}