{"id":"W223002631","doi":"","title":"A Guide to Library Research in Music","year":2009,"lang":"en","type":"article","venue":"Fontes artis musicae","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Musicology; Music education; Literacy; Visual arts; Sociology; Library science; Computer science; Art; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002311945,0.0001099181,0.0001306202,0.0006410455,0.0001238397,0.0007139395,0.000890335,0.00003924798,0.0001085621],"category_scores_gemma":[0.00008660376,0.0001006424,0.00004247878,0.002881954,0.00002407704,0.002226023,0.0004345038,0.0001448038,0.0004402672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003415814,"about_ca_system_score_gemma":0.0001353206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002467222,"about_ca_topic_score_gemma":0.00003639236,"domain_scores_codex":[0.9983832,0.00007510265,0.0002584184,0.0004162348,0.0004028924,0.0004641693],"domain_scores_gemma":[0.9991958,0.0001449175,0.00002358564,0.000401007,0.00003221284,0.0002025075],"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":[0.00002878213,0.0001604082,0.004388532,0.000004095182,0.000003936193,0.000119759,0.002162065,0.00002943639,0.0004324453,0.05283355,0.6706988,0.2691381],"study_design_scores_gemma":[0.0002639905,0.0002587784,0.04438452,0.00005101703,2.943147e-7,0.00000705534,0.00005286709,0.001331363,0.00203,0.01777125,0.9336539,0.0001949993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2576016,0.0001956767,0.003234928,0.03220837,0.0002678535,0.0004600906,0.000001389706,0.0005250894,0.705505],"genre_scores_gemma":[0.9248537,0.000008383604,0.02147985,0.007483203,0.0001714473,0.00003534464,0.000002270386,0.00001122608,0.04595451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6672521,"threshold_uncertainty_score":0.6884535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05121688744593919,"score_gpt":0.3036162315423092,"score_spread":0.25239934409637,"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."}}