{"id":"W2276543488","doi":"10.12794/metadc500009","title":"Douglas Campbell: American Horn Pedagogue and Performer","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of North Texas","keywords":"French horn; Performing arts; Performance art; Visual arts; History; Art; Sociology; Art history; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007955203,0.0003264563,0.0001562224,0.001052412,0.01026647,0.004010866,0.0004186933,0.001499733,0.01569851],"category_scores_gemma":[0.001869072,0.0001917462,0.00006484729,0.001303516,0.004582985,0.002806057,0.002272523,0.002728376,0.002418729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005810184,"about_ca_system_score_gemma":0.008377343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1733043,"about_ca_topic_score_gemma":0.4543897,"domain_scores_codex":[0.9992305,0.0001978174,0.00001740095,0.000109877,0.0002912813,0.0001531476],"domain_scores_gemma":[0.9991519,0.00008850491,0.00004823369,0.00002803098,0.0003269488,0.0003563192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003782712,0.00009487361,0.004645847,0.0001503379,0.000002514206,0.0003110172,0.08119108,0.00007833559,0.00134273,0.1566084,0.6269712,0.1285658],"study_design_scores_gemma":[0.000001281043,0.00000766022,0.002618986,0.00009848125,0.000001095418,0.0001377707,0.0200845,0.0000206695,0.0001105365,0.001448762,0.9754617,0.000008550192],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05338513,0.0283261,0.002387204,0.09381819,0.004869108,0.00006564501,0.00019708,0.0003600209,0.8165916],"genre_scores_gemma":[0.3290719,0.0170662,0.002922537,0.01891902,0.0006772206,0.00006406384,0.00009888376,0.0002982041,0.630882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1733043,"threshold_uncertainty_score":0.344591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767035590075543,"score_gpt":0.2466985099314704,"score_spread":0.2290281540307149,"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."}}