{"id":"W3108266917","doi":"10.31542/muse.v4i1.1956","title":"Lennon vs. McCartney","year":2020,"lang":"en","type":"article","venue":"MacEwan University Student eJournal","topic":"Music and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Chord (peer-to-peer); Markov chain; Variety (cybernetics); Literature; Computer science; Art; Speech recognition; Artificial intelligence; Machine learning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007802961,0.0002768805,0.0003585718,0.0006650841,0.0008227027,0.001806006,0.0005296281,0.0003705395,0.02278642],"category_scores_gemma":[0.004214347,0.0001151607,0.0004050632,0.000819788,0.0007570439,0.0008361939,0.0008174018,0.0006293266,0.001300603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664839,"about_ca_system_score_gemma":0.0007230572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05203659,"about_ca_topic_score_gemma":0.1100511,"domain_scores_codex":[0.9993964,0.0001040507,0.00003384725,0.0002253708,0.0001438767,0.00009636394],"domain_scores_gemma":[0.9982743,0.001071894,0.0001706289,0.0001598111,0.0001556445,0.0001677131],"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":[0.009384128,0.0003928703,0.3019188,0.0009986171,0.001000311,0.002879014,0.01052149,0.02470637,0.03552056,0.1828337,0.03665755,0.3931865],"study_design_scores_gemma":[0.0003080229,0.001446079,0.6408455,0.0004693341,0.0006157412,0.002030754,0.01258689,0.1316854,0.007443343,0.0433895,0.1588859,0.0002936903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8260176,0.0008839384,0.007056531,0.001051735,0.0002482746,0.0001744257,0.00177226,0.0002358168,0.1625595],"genre_scores_gemma":[0.9824128,0.0001341978,0.001582589,0.0002113156,0.00002408851,0.0000507094,0.0006860331,0.00005498027,0.01484319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05203659,"threshold_uncertainty_score":0.1034674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01923115241889353,"score_gpt":0.2176418258830204,"score_spread":0.1984106734641269,"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."}}