{"id":"W4403063209","doi":"10.5206/cjils-rcsib.v47i2.17694","title":"The Thematic Representation of Female Composers in Classical Music on Streaming Platforms","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Information and Library Science","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Representation (politics); Thematic map; Classical music; Computer science; Art; Visual arts; Musical; Geography; Cartography","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":[0.003486309,0.0003586985,0.0004728056,0.003247908,0.005511312,0.004667583,0.0006986497,0.0007404538,0.004002657],"category_scores_gemma":[0.005789134,0.0002098259,0.0002290907,0.003370049,0.006928969,0.002833464,0.003280782,0.0008439907,0.0002827858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003302184,"about_ca_system_score_gemma":0.002187254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01168094,"about_ca_topic_score_gemma":0.01773346,"domain_scores_codex":[0.9972339,0.001477109,0.0001171189,0.0002461896,0.0006098765,0.0003158925],"domain_scores_gemma":[0.9978084,0.001389144,0.000307077,0.00009815351,0.0001958662,0.000201253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004825093,0.000007833763,0.003974891,0.0001497822,0.000006275574,0.0005152826,0.9775463,0.00001396768,0.001603394,0.005325659,0.0006290777,0.01017929],"study_design_scores_gemma":[0.000002256554,0.00001963467,0.007185031,0.0001564861,0.000009385414,0.0003148806,0.9684232,0.00004505278,0.0004013713,0.000534305,0.02289747,0.00001074777],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643036,0.00125918,0.0009916575,0.001516129,0.0000985588,0.00005915358,0.00009661877,0.000009975392,0.03166515],"genre_scores_gemma":[0.9927099,0.001002683,0.0003578518,0.0002099249,0.00006126151,0.00004208981,0.00006232311,0.00001924173,0.005534631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01168094,"threshold_uncertainty_score":0.02395916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276991504935677,"score_gpt":0.2731776173265777,"score_spread":0.250407702277221,"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."}}