{"id":"W4251897372","doi":"10.1525/california/9780520249776.003.0005","title":"Optimism amid the Rubble","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enthusiasm; Insider; Absurdism; Art; Mainstream; Viola; Art history; Literature; History; Visual arts; Piano; Psychology; Political science; Law; Social psychology","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":[0.003959567,0.0003289563,0.0003559756,0.0006613715,0.004333691,0.008826685,0.0006146178,0.003644685,0.009754986],"category_scores_gemma":[0.0103495,0.0001635629,0.0002659644,0.0005923553,0.02146853,0.008174963,0.003512693,0.008151752,0.00215667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005101953,"about_ca_system_score_gemma":0.003055005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002201514,"about_ca_topic_score_gemma":0.002365308,"domain_scores_codex":[0.9972665,0.001268324,0.00005668348,0.000286787,0.0007548041,0.0003668726],"domain_scores_gemma":[0.9970523,0.0015133,0.0002399231,0.0002542562,0.000451672,0.0004884601],"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":[0.00002740918,0.00001961137,0.0001685295,0.00003702751,0.000004734909,0.0001251724,0.008261097,0.0001552528,0.00007301506,0.8948555,0.0819467,0.01432601],"study_design_scores_gemma":[0.00001529582,0.0000172561,0.0004106678,0.0003052875,0.000004511073,0.0001703877,0.009338567,0.0002523457,0.0001247242,0.4348882,0.5544571,0.00001553948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01729042,0.01871266,0.001968434,0.3611933,0.005138651,0.00001474385,0.00004907223,0.00005633299,0.5955764],"genre_scores_gemma":[0.8117133,0.010042,0.000817279,0.0600235,0.004692373,0.00003950876,0.00005037648,0.0001261437,0.1124955],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009754986,"threshold_uncertainty_score":0.03701741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05664005540416248,"score_gpt":0.1940486941908484,"score_spread":0.137408638786686,"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."}}