{"id":"W2790294467","doi":"","title":"Irony: Kevin Field, Ron Samsom, Olivier Holland [Compact disc]","year":2012,"lang":"en","type":"article","venue":"ResearchSpace (University of Auckland)","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irony; Field (mathematics); Art history; Philosophy; Art; Literature; Mathematics","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":[0.0003207494,0.0001309415,0.0002716672,0.0001249659,0.0005634474,0.00008858148,0.0003103852,0.00006127403,0.01098833],"category_scores_gemma":[0.00008648402,0.0001136425,0.0001295333,0.00007540129,0.0005001638,0.0004098803,0.0002974404,0.000216096,0.0005111198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005165793,"about_ca_system_score_gemma":0.00002482161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003439505,"about_ca_topic_score_gemma":0.003375129,"domain_scores_codex":[0.9987267,0.0001136788,0.00007250434,0.0001749715,0.0003891225,0.0005230469],"domain_scores_gemma":[0.9991757,0.0002491497,0.00006695425,0.0002071274,0.00009485752,0.0002061829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006536188,0.00088352,0.1715062,0.0002159633,0.0004565142,0.00007007984,0.07756867,0.000009761832,0.000218652,0.1223701,0.6179071,0.008139811],"study_design_scores_gemma":[0.000637532,0.0002688781,0.05479585,0.00003498995,0.00003565638,0.000001056733,0.02225694,0.00001539158,0.00002097975,0.0002126944,0.9215345,0.0001855598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6804032,0.0005994212,0.00002449295,0.006360961,0.0002136534,0.0002109678,0.00005590742,0.00005716104,0.3120742],"genre_scores_gemma":[0.9376736,0.0002192158,0.00004474594,0.00006568825,0.0002435436,2.107254e-7,0.000007905776,0.000007783467,0.06173728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3036274,"threshold_uncertainty_score":0.9899157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235947964804235,"score_gpt":0.2524515932740926,"score_spread":0.128856796793669,"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."}}