{"id":"W1577384860","doi":"10.7202/902309ar","title":"MNM: A Collective Love Letter by and to Musicians","year":2010,"lang":"en","type":"article","venue":"Circuit Musiques contemporaines","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Visual arts; Art history; Literature; Aesthetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002554831,0.0002171592,0.000295866,0.0001611211,0.0001941854,0.0001456935,0.0005650115,0.0001704013,0.00002034205],"category_scores_gemma":[0.0002057341,0.0001981938,0.00005061794,0.0003692862,0.0002454651,0.0002676506,0.0002888774,0.0003069767,0.00004879935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002562371,"about_ca_system_score_gemma":0.00006768809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008271692,"about_ca_topic_score_gemma":0.0003096966,"domain_scores_codex":[0.9987265,0.0000441012,0.0002184726,0.0005517419,0.0001438064,0.0003153919],"domain_scores_gemma":[0.998997,0.0001476504,0.00007635579,0.0005207884,0.0001496591,0.0001085265],"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":[0.0000145972,0.0001369622,0.005999648,0.0000317932,0.0001415393,0.00008796269,0.09691899,1.035693e-7,0.04029274,0.3175784,0.5185792,0.02021797],"study_design_scores_gemma":[0.0007466844,0.0002678226,0.004618564,0.00003702448,0.00001408414,0.000062706,0.0004641677,0.0001462864,0.003190031,0.1946725,0.7950003,0.0007798625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.520237,0.0004663281,0.1427266,0.04081833,0.001722388,0.001006551,0.00002970965,0.0008696619,0.2921235],"genre_scores_gemma":[0.9740645,0.000005244934,0.001527363,0.01624609,0.0001766213,0.00004869631,0.000001656194,0.00001398184,0.007915819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4538275,"threshold_uncertainty_score":0.8082107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531898372637682,"score_gpt":0.2289895315185688,"score_spread":0.213670547792192,"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."}}