{"id":"W1595349844","doi":"10.30535/mto.17.2.9","title":"What Do I Hear Now,<i>Groupwise</i>?","year":2011,"lang":"en","type":"article","venue":"Music Theory Online","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005162047,0.000189654,0.0002354954,0.0001115969,0.0002228258,0.00008338033,0.001071084,0.0001290433,0.0003068233],"category_scores_gemma":[0.00005068593,0.0001559837,0.00009044529,0.0003233559,0.0002765487,0.000641718,0.0005481787,0.0002561892,0.0002436998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001954979,"about_ca_system_score_gemma":0.00002865041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006078732,"about_ca_topic_score_gemma":0.00004538264,"domain_scores_codex":[0.9987068,0.0001104035,0.0002253171,0.0004412592,0.0001576439,0.0003586172],"domain_scores_gemma":[0.9987355,0.0001086095,0.00007260318,0.0009539963,0.00005933042,0.00006996301],"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":[0.00002517153,0.000287199,0.0002276562,0.000009369389,0.00005333274,0.00005361409,0.009767802,4.859604e-7,0.0001221197,0.8602302,0.003486546,0.1257365],"study_design_scores_gemma":[0.0006137815,0.0002441165,0.004831251,0.00008081142,0.0000238457,0.00006503291,0.002344514,0.0002789885,0.0004832175,0.8708881,0.1196661,0.0004802445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.683329,0.009379962,0.2739914,0.004233782,0.009072158,0.0005149964,0.00002025001,0.002441189,0.01701723],"genre_scores_gemma":[0.9538291,0.0006961263,0.03604348,0.005819472,0.0003201821,0.00002829724,0.000006586929,0.00002466657,0.003232149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2705001,"threshold_uncertainty_score":0.6360829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0343405123998382,"score_gpt":0.2422212112683589,"score_spread":0.2078806988685207,"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."}}