{"id":"W4310910907","doi":"10.7202/1105865ar","title":"From the Studio to the Stage: Bruno Mars, Liveness, and the Out-of-Tune Voice in “Locked Out of Heaven” (2012)","year":2023,"lang":"en","type":"article","venue":"Intersections Canadian Journal of Music","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian University Music Society","funders":"","keywords":"Studio; Liveness; Heaven; Mars Exploration Program; Computer science; Art; Visual arts; Lyrics; Aesthetics; Literature; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005887919,0.00009498166,0.0002089911,0.0001446664,0.0004415758,0.00005915621,0.0003051795,0.0000313028,0.001698289],"category_scores_gemma":[0.0001042262,0.00004878003,0.0001141408,0.0001135655,0.0004158294,0.0001043491,0.00002616016,0.0003177215,0.00002475561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007087449,"about_ca_system_score_gemma":0.0002453422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0631055,"about_ca_topic_score_gemma":0.9507791,"domain_scores_codex":[0.9990892,0.0001910479,0.0003437503,0.00008695183,0.000133424,0.0001555652],"domain_scores_gemma":[0.9991432,0.0002279257,0.0001872227,0.0001984083,0.0001502684,0.00009294644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007836402,0.00001573464,0.0002697119,0.00001165963,0.000159395,0.00002245469,0.6676073,0.00008911454,0.00002858793,0.003436827,0.326762,0.001518886],"study_design_scores_gemma":[0.0004343488,0.00007344307,0.00306583,0.0001437832,0.00005845894,0.000005392353,0.1475169,0.00001134571,0.000006889293,0.0003634176,0.8482556,0.00006463919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703123,0.001582644,0.0000456024,0.01337245,0.008236455,0.0003753982,0.0003247983,0.000007892362,0.005742491],"genre_scores_gemma":[0.9917554,0.00001762853,0.000003434362,0.0009389953,0.0008660123,0.000008325625,0.000002454281,0.000009616431,0.006398167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8876736,"threshold_uncertainty_score":0.9992143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04551035919206044,"score_gpt":0.2321695010310697,"score_spread":0.1866591418390092,"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."}}