{"id":"W208544606","doi":"10.29173/cais725","title":"The MusiFind Musical Information Retrieval Project, Phase II: User Assessment Survey","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":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Musical; Psychology; Computer science; World Wide Web; Information retrieval; Visual arts; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001520811,0.0002773696,0.0003736152,0.0001375338,0.0005711149,0.007415481,0.00313951,0.0001418485,0.00001852182],"category_scores_gemma":[0.0102204,0.0001712133,0.0001377652,0.0008284454,0.0004248951,0.02448988,0.001430145,0.0003894533,0.000006267946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006500102,"about_ca_system_score_gemma":0.0007264379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003596616,"about_ca_topic_score_gemma":0.00001133713,"domain_scores_codex":[0.9975773,0.00005818388,0.0007186278,0.0003133529,0.0008257877,0.0005068043],"domain_scores_gemma":[0.9602329,0.0002929136,0.001120771,0.0003715072,0.03785767,0.0001243071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006204579,0.001722262,0.08728483,0.001149304,0.0004656806,0.000002375751,0.1739282,0.00002087349,0.04492635,0.1197818,0.1774919,0.3926059],"study_design_scores_gemma":[0.004605941,0.002377527,0.5108578,0.0007802878,0.0001240419,0.00008481558,0.004857185,0.04471309,0.05764038,0.01215948,0.3602749,0.001524577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858933,0.00002879003,0.003293175,0.004285155,0.0002941988,0.0006717426,0.00004567877,0.00006518452,0.005422746],"genre_scores_gemma":[0.9965818,0.00003178751,0.002297143,0.0005888417,0.00007647058,0.00003681104,0.000005613195,0.00001131136,0.0003702182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.423573,"threshold_uncertainty_score":0.9981169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108835255975208,"score_gpt":0.2835351509141688,"score_spread":0.2524467983544167,"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."}}