{"id":"W4404410507","doi":"10.7829/j.ctv280b8bg.22","title":"Contributors","year":2024,"lang":"en","type":"book-chapter","venue":"Central European University Press eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006666671,0.001117528,0.000736901,0.0023788,0.004862546,0.005548378,0.001373708,0.001750516,0.5003334],"category_scores_gemma":[0.002364442,0.0003769719,0.0005158266,0.002537619,0.001192545,0.002490473,0.002116911,0.001596608,0.2183245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006223728,"about_ca_system_score_gemma":0.00569636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08641557,"about_ca_topic_score_gemma":0.3132152,"domain_scores_codex":[0.9993021,0.00006412767,0.0000162402,0.0001622612,0.0003655692,0.00008960813],"domain_scores_gemma":[0.9982991,0.00009878659,0.00003014493,0.0001294966,0.0009540331,0.0004885154],"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":[0.000008680883,0.000006520738,0.0000764069,0.00003929105,0.000001282096,0.00003609881,0.0001179535,0.00002859635,0.0001426485,0.006453153,0.9597521,0.03333713],"study_design_scores_gemma":[6.329201e-7,0.000001259763,0.00006079123,0.00001682948,5.794265e-7,0.00001390858,0.00003952246,0.000004523184,0.00001858133,0.0001913276,0.9996511,9.54544e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004965655,0.01089182,0.001105584,0.007294879,0.02159516,0.0001174696,0.0009843936,0.0005984282,0.9569157],"genre_scores_gemma":[0.0005668519,0.0007630413,0.0001120184,0.0003176194,0.0003249364,0.000006233382,0.0000980463,0.00008374421,0.9977276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4996666,"threshold_uncertainty_score":0.7127138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470612103202444,"score_gpt":0.1851297943553097,"score_spread":0.1604236733232852,"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."}}