{"id":"W2204863010","doi":"10.25071/1708-6701.23414","title":"Opportunity Knocks: Updating an Online Music Catalogue","year":2010,"lang":"en","type":"article","venue":"CAML Review / Revue de l ACBM","topic":"Music and Audio Processing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00624872,0.0005879665,0.0006841635,0.006915552,0.002607066,0.008227125,0.003103714,0.004130458,0.1228147],"category_scores_gemma":[0.03161328,0.0005310028,0.0008321436,0.003194271,0.001049696,0.008614277,0.003774902,0.002469614,0.06891374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450576,"about_ca_system_score_gemma":0.003059697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005464095,"about_ca_topic_score_gemma":0.01412221,"domain_scores_codex":[0.99608,0.0005508353,0.0003203191,0.0001707932,0.002581202,0.000296818],"domain_scores_gemma":[0.9828888,0.00429453,0.0007473762,0.003536652,0.006238478,0.002294182],"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":[0.0001581996,0.00005871171,0.0005636247,0.000190006,0.00001164952,0.0003112961,0.0002446921,0.00005818863,0.000634493,0.001635341,0.8112238,0.1849101],"study_design_scores_gemma":[0.00003943574,0.00006997365,0.001613104,0.0001363422,0.00003421658,0.0002992217,0.0003902884,0.0002606651,0.0007900178,0.0006494037,0.9956784,0.00003916241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0406032,0.01311846,0.04934057,0.1311115,0.1666266,0.002470702,0.0160401,0.06670274,0.5139861],"genre_scores_gemma":[0.09899253,0.008574707,0.06326345,0.01892934,0.03667024,0.0005501468,0.01924581,0.01495268,0.738821],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1228147,"threshold_uncertainty_score":0.4108561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07027178016811132,"score_gpt":0.3012706157569306,"score_spread":0.2309988355888193,"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."}}