{"id":"W4394682024","doi":"10.1515/9781805432449-004","title":"Preface and Acknowledgements","year":2024,"lang":"en","type":"book-chapter","venue":"Boydell and Brewer eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Trinity College, University of Cambridge; University of Glasgow; University of Leeds; King's College London; Yale University; University of Cambridge; Royal Irish Academy; Northwestern University; McMaster University","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001347331,0.0006612366,0.0006535554,0.002969324,0.002131323,0.002474806,0.001206905,0.000851426,0.357679],"category_scores_gemma":[0.01101858,0.000267427,0.0004051277,0.001795266,0.0004474387,0.001779133,0.00200864,0.002174767,0.2774136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001626545,"about_ca_system_score_gemma":0.001951644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005771224,"about_ca_topic_score_gemma":0.007729172,"domain_scores_codex":[0.998941,0.0001572986,0.00005042996,0.0001228401,0.0006595607,0.00006894325],"domain_scores_gemma":[0.9942634,0.0008378322,0.0001268695,0.0004306317,0.003795533,0.000545848],"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":[0.00002025029,0.00001970691,0.00004254871,0.00007227902,8.794196e-7,0.00002895704,0.00008580285,0.00003902453,0.0001576957,0.004443941,0.9507136,0.04437533],"study_design_scores_gemma":[0.000001968055,0.0000070609,0.0001638558,0.00006884642,0.000001080379,0.00002442793,0.00006628071,0.00002367551,0.00008230539,0.001259051,0.9982983,0.000003099793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001620679,0.01006097,0.008942561,0.02338653,0.1508901,0.0006663971,0.008628406,0.002218123,0.7935863],"genre_scores_gemma":[0.001954034,0.001579738,0.001173867,0.001684393,0.005813895,0.0001705453,0.00255153,0.0004502094,0.9846218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.642321,"threshold_uncertainty_score":0.916193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084976731802876,"score_gpt":0.2225540965894256,"score_spread":0.2017043292713968,"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."}}