{"id":"W2154561180","doi":"10.14430/arctic4493","title":"Books Received and Papers to Appear","year":2015,"lang":"en","type":"article","venue":"ARCTIC","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008692424,0.00003770832,0.00003676302,0.00002612709,0.00001619504,0.00001317863,0.00002079439,0.00001648309,0.00133465],"category_scores_gemma":[0.00002944061,0.00003837684,0.000006865861,0.00002492341,0.000007845122,0.00003363581,0.00000627706,0.00003415918,0.003494791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003955648,"about_ca_system_score_gemma":0.000004182212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002089654,"about_ca_topic_score_gemma":0.00001935944,"domain_scores_codex":[0.9997553,0.00001016901,0.00004589351,0.00005439849,0.00006755885,0.00006668483],"domain_scores_gemma":[0.9998178,0.000005478384,0.000003260783,0.00006248252,0.0000146622,0.00009625463],"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":[0.00008221198,0.00006230523,0.01030699,0.0003016995,0.0001490418,0.00001494287,0.07260099,0.1277459,0.1776503,0.0002884961,0.3144946,0.2963025],"study_design_scores_gemma":[0.001297958,0.0001989986,0.1777541,0.00008171186,0.00003726612,0.000016245,0.002005451,0.04341875,0.0004973307,0.0007004862,0.7734482,0.0005435112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963101,0.00003748427,0.0001360221,0.0002241543,0.000396931,0.00008554873,4.60405e-7,0.0001673287,0.03585112],"genre_scores_gemma":[0.9975595,0.000007083041,0.0002492132,0.0002225893,0.00009944929,0.00000554246,0.00000158522,0.00000889314,0.001846085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4589536,"threshold_uncertainty_score":0.9995782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04134006551495972,"score_gpt":0.251296867185165,"score_spread":0.2099568016702053,"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."}}