{"id":"W4210697004","doi":"10.20944/preprints202201.0421.v1","title":"Perspectives and Interpretations: Weighted Power Law Analyses of Three Short Works for Piano","year":2022,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Music and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Interpretation (philosophy); Noise (video); Nothing; Power (physics); Sociology; Philosophy; Epistemology; Computer science; Linguistics; Artificial intelligence; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005650315,0.0002915215,0.0004950014,0.0002081133,0.0002293709,0.0001196354,0.001292614,0.0001559844,0.0003847778],"category_scores_gemma":[0.0001270056,0.0002885704,0.0002331799,0.0002624671,0.0002128154,0.000373441,0.003764811,0.0005444149,0.000006773946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008863026,"about_ca_system_score_gemma":0.0001738839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009612639,"about_ca_topic_score_gemma":0.00002515153,"domain_scores_codex":[0.9976711,0.00009029033,0.0004980136,0.001149412,0.0003313496,0.0002598006],"domain_scores_gemma":[0.9979707,0.0002002274,0.0003168083,0.001160386,0.0002658104,0.00008609337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004537079,0.001813955,0.3453961,0.002801207,0.004213585,0.00005189552,0.1354996,0.005509654,0.02949324,0.4071103,0.0004616229,0.06719504],"study_design_scores_gemma":[0.002009375,0.000335052,0.3484071,0.003412031,0.0008855188,0.00004758208,0.007345291,0.09566025,0.08916299,0.4421047,0.006796519,0.00383354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4230347,0.002933519,0.5561212,0.0009534189,0.0005274049,0.0008343803,0.00002406561,0.0002125494,0.01535877],"genre_scores_gemma":[0.9768539,0.00007646917,0.02238665,0.0002065044,0.00004658187,0.0002497062,0.00001254252,0.00002229126,0.0001453771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5538191,"threshold_uncertainty_score":0.9999567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544728312085833,"score_gpt":0.3924943044614786,"score_spread":0.2380214732528953,"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."}}