{"id":"W2588002221","doi":"10.29173/cais403","title":"The MUSIFIND Music Information Retrieval Project, Phase III: Evaluation of Indexing Options","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Music and Audio Processing","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Search engine indexing; Information retrieval; Computer science; World Wide Web","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":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001915684,0.0002045417,0.0003093778,0.0002038196,0.0003450561,0.003246034,0.002081962,0.00011758,0.00001959046],"category_scores_gemma":[0.01028073,0.0001360645,0.0001272185,0.0009059337,0.0003754678,0.02251185,0.0006173473,0.0002512439,0.00000322773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006677198,"about_ca_system_score_gemma":0.0007758925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001674007,"about_ca_topic_score_gemma":0.000004832985,"domain_scores_codex":[0.9975582,0.00004753094,0.0007616729,0.0002274812,0.001066651,0.0003384221],"domain_scores_gemma":[0.9407286,0.0001556367,0.001524062,0.0002935885,0.0572296,0.00006851031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003125135,0.0005473138,0.006423136,0.0009615095,0.0002814341,2.96617e-7,0.2483117,0.0001700141,0.08911867,0.09030586,0.01702162,0.546546],"study_design_scores_gemma":[0.01069942,0.001419345,0.05996419,0.002267008,0.0005809906,0.00009845232,0.0247409,0.4176933,0.344465,0.07334847,0.06308001,0.001642905],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869794,0.0001061681,0.002943947,0.00198091,0.0002116982,0.0008941604,0.00001968376,0.00004154359,0.006822472],"genre_scores_gemma":[0.9980778,0.00003608037,0.001499305,0.0001770267,0.00005849217,0.00005043541,0.000003137395,0.000007945601,0.00008977114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.544903,"threshold_uncertainty_score":0.9980561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04716460771500629,"score_gpt":0.2865064113087878,"score_spread":0.2393418035937815,"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."}}