{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001317517,0.0007371244,0.0008040318,0.002082507,0.0003444485,0.001290365,0.0008927623,0.001228434,0.001591061],"category_scores_gemma":[0.006859033,0.0002613119,0.0005829253,0.001693903,0.0003391418,0.001709459,0.0005332629,0.001603877,0.0007326018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008223695,"about_ca_system_score_gemma":0.0006208769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006959253,"about_ca_topic_score_gemma":0.004957132,"domain_scores_codex":[0.9994274,0.0001412465,0.00005560539,0.0001511715,0.0001299267,0.00009453818],"domain_scores_gemma":[0.9959,0.00252894,0.0005459933,0.0002334949,0.0006446612,0.0001469127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004129269,0.0009611116,0.1077605,0.0001011656,0.0001749627,0.000328863,0.00004962909,0.748146,0.001468053,0.003531531,0.00655298,0.1305124],"study_design_scores_gemma":[0.000003965518,0.00001188152,0.001537286,0.000003031881,0.000002568855,0.000009062285,0.000005032256,0.9974113,0.000196704,0.0007055397,0.000110425,0.000003154425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8597392,0.0009346599,0.12883,0.002009474,0.0002130624,0.0001267336,0.00198067,0.0009999037,0.005166361],"genre_scores_gemma":[0.9825755,0.000198673,0.0141593,0.00008575971,0.00008020954,0.00003967162,0.001758082,0.00001524736,0.001087511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006959253,"threshold_uncertainty_score":0.01383752,"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."}}