{"id":"W345070641","doi":"","title":"CONFERENCE REPORT: \"Perspectives on Beethoven's 'Tempest' Sonata\"","year":2007,"lang":"en","type":"article","venue":"The Beethoven newsletter","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concerto; Piano; Opera; Piano sonata; Art; MOZART; Subject (documents); Art history; Performance art; Literature; Humanities; History; Library science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00115848,0.0002992615,0.000361568,0.0001448514,0.0006692766,0.0001984822,0.0004392681,0.0001466859,0.008724963],"category_scores_gemma":[0.00007502887,0.0001975975,0.000290109,0.0001037064,0.000752343,0.0001577726,0.0001072701,0.0006311517,0.0007153561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005762429,"about_ca_system_score_gemma":0.00004027479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003636103,"about_ca_topic_score_gemma":0.003434403,"domain_scores_codex":[0.9978248,0.0001794004,0.0004786071,0.0005754892,0.00038506,0.0005566831],"domain_scores_gemma":[0.9981943,0.0005436877,0.0002409492,0.0007075977,0.0001886416,0.0001247859],"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":[0.0002771196,0.0004818962,0.0003747306,0.00002770041,0.0004704243,0.001271141,0.07480384,0.00001503979,0.001450095,0.6513541,0.2491118,0.02036209],"study_design_scores_gemma":[0.000327909,0.0001204945,0.001863836,0.00002415033,0.0001179217,0.00004309474,0.006394228,0.00003589208,0.000215667,0.007531708,0.9829721,0.0003529913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2971045,0.0002701903,0.004560944,0.05710202,0.002168122,0.0006393229,0.0000417265,0.0003076359,0.6378056],"genre_scores_gemma":[0.9269692,0.000006252297,0.0001771853,0.03115808,0.003005803,0.00002751975,0.00002037917,0.00003213882,0.03860341],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7338603,"threshold_uncertainty_score":0.9921812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03808083123433068,"score_gpt":0.2616046105313924,"score_spread":0.2235237792970617,"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."}}