{"id":"W2234750383","doi":"10.25071/1708-6701.1377","title":"Going With the Flow: Music Streaming Services for Libraries","year":2005,"lang":"en","type":"article","venue":"CAML Review / Revue de l ACBM","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Documentation; World Wide Web; Computer science; Multimedia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003300612,0.0003077325,0.000362534,0.003044299,0.002228292,0.005545245,0.001069788,0.003106151,0.03103289],"category_scores_gemma":[0.01308572,0.0001413767,0.0004086685,0.004470763,0.0009108433,0.004326783,0.001607981,0.001333503,0.007217369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003732017,"about_ca_system_score_gemma":0.01147129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02013975,"about_ca_topic_score_gemma":0.04185764,"domain_scores_codex":[0.9968382,0.001142993,0.0001818587,0.0001260864,0.001464313,0.0002465001],"domain_scores_gemma":[0.9937708,0.002411241,0.0007324737,0.0002104593,0.00225762,0.0006174539],"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":[0.00004415848,0.00002734955,0.000206733,0.004205073,0.00001436486,0.00009166304,0.0005638464,0.00002992278,0.0002946776,0.01010938,0.5774328,0.4069801],"study_design_scores_gemma":[0.00001166982,0.00002533023,0.0009291501,0.002248771,0.00002621359,0.00007914997,0.0007589602,0.0000137372,0.0001176472,0.000680519,0.9951017,0.000007038029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003685711,0.5445046,0.0007528634,0.1803632,0.01054972,0.000383069,0.0005098085,0.0003074038,0.2589436],"genre_scores_gemma":[0.04997995,0.6596895,0.005193471,0.08685126,0.0123317,0.0004520541,0.000834163,0.0002256787,0.1844421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03103289,"threshold_uncertainty_score":0.1038154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06926188793240337,"score_gpt":0.2265373029570439,"score_spread":0.1572754150246406,"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."}}