{"id":"W6911429418","doi":"10.5281/zenodo.10514222","title":"MULTIPHONICS and AROUND.","year":2014,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Violin; Bass (fish); Presentation (obstetrics); The Internet; Index (typography)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004582382,0.001552209,0.0004963909,0.001523135,0.002273508,0.005217118,0.0008297616,0.001844838,0.3724896],"category_scores_gemma":[0.002090057,0.0005472969,0.0005782563,0.001174817,0.001350371,0.005844885,0.002671012,0.002972917,0.2386694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491157,"about_ca_system_score_gemma":0.001384872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004459046,"about_ca_topic_score_gemma":0.008781736,"domain_scores_codex":[0.9993309,0.0001063413,0.00003546266,0.0001654133,0.0002651575,0.00009674231],"domain_scores_gemma":[0.9994169,0.000122117,0.00003987438,0.00008678827,0.0001914277,0.0001427819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004109448,0.0000169107,0.00009826177,0.0001960839,0.000003546566,0.0001048171,0.0006233426,0.00004167058,0.0005608126,0.02872319,0.8386673,0.1309229],"study_design_scores_gemma":[0.000001531336,0.000004938897,0.0001078846,0.00008311871,8.277057e-7,0.0001021293,0.0001851016,0.00001609588,0.00008633339,0.00115796,0.9982507,0.000003391241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007980512,0.03961247,0.004792405,0.01042187,0.01527839,0.00006803811,0.001264027,0.001644692,0.92612],"genre_scores_gemma":[0.006482442,0.01032316,0.00163477,0.00249586,0.001939304,0.00004934449,0.000461626,0.0009918845,0.9756217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3724896,"threshold_uncertainty_score":0.8950674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382499344635897,"score_gpt":0.2238976416591481,"score_spread":0.2000726482127891,"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."}}