{"id":"W2580432304","doi":"","title":"A Forum for the Practice of Musicology in Ireland","year":2008,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Musicology; Musical; Media studies; History; Diversity (politics); Music history; Music education; Politics; Sociology; Library science; Visual arts; Political science; Art; Law; Anthropology; Pedagogy; Linguistics","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005075875,0.00016433,0.0003594934,0.0007870377,0.001216313,0.00002125838,0.0008523142,0.0001119122,0.002675164],"category_scores_gemma":[0.0002525733,0.0001488187,0.0002658071,0.0003933722,0.002793564,0.001095225,0.0004890237,0.0005146982,0.00003024777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007113106,"about_ca_system_score_gemma":0.000424006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002077298,"about_ca_topic_score_gemma":0.003419955,"domain_scores_codex":[0.9978245,0.0005609379,0.0002335616,0.0003658883,0.0005578825,0.0004572006],"domain_scores_gemma":[0.9945756,0.004439029,0.0002091748,0.0002277308,0.0004261346,0.0001222981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004548318,0.0007396091,0.01045669,0.00008640682,0.0004643766,0.0002075495,0.01521807,0.0003654876,0.0001154008,0.793902,0.1730952,0.0008009022],"study_design_scores_gemma":[0.002720348,0.0005253961,0.01156377,0.00003949815,0.00008646996,0.00001428186,0.02176087,0.002687967,0.00002201523,0.00942379,0.9509416,0.0002139916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3369917,0.0004548378,0.002238435,0.05701248,0.0003354988,0.002206937,0.00227787,0.0001139589,0.5983683],"genre_scores_gemma":[0.9638522,0.0004644888,0.001437982,0.0005721324,0.0001673603,0.000001247149,0.0002233648,0.00001785063,0.03326334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7844782,"threshold_uncertainty_score":0.9999202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05367732645235737,"score_gpt":0.2520652217129044,"score_spread":0.198387895260547,"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."}}