{"id":"W4390512882","doi":"10.14430/arctic78595","title":"Books Received Papers to Appear","year":2023,"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":[0.00009373937,0.00004619089,0.00004239322,0.00006643539,0.00003528501,0.00001300486,0.00004182237,0.00002048525,0.009391853],"category_scores_gemma":[0.0000278043,0.00004938613,0.00001976519,0.0001193003,0.000005972568,0.00002890579,0.000008229365,0.00004687119,0.07163794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004564772,"about_ca_system_score_gemma":0.000003383648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000126947,"about_ca_topic_score_gemma":0.00001760379,"domain_scores_codex":[0.9996474,0.00001102294,0.00006347538,0.00007019552,0.00009164894,0.000116201],"domain_scores_gemma":[0.9998198,0.00001211569,0.000003678,0.00009890934,0.00001064888,0.00005485024],"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":[0.00001307265,0.00001565299,0.001255443,0.0001633132,0.00006885116,0.00001209088,0.01207962,0.2781554,0.2786961,0.00008642066,0.3270536,0.1024003],"study_design_scores_gemma":[0.0004150374,0.00006155542,0.3132733,0.00007051414,0.00001949499,0.000002854164,0.0007399195,0.06604981,0.0006815598,0.0002972313,0.6180027,0.0003860503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531717,0.000007195338,0.00008838376,0.0004244979,0.0009606657,0.0001344913,0.000001393508,0.001104277,0.04410746],"genre_scores_gemma":[0.9910465,0.00001429349,0.00006987085,0.0002373108,0.0001555673,0.00001663988,0.000008569742,0.00001711779,0.008434071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3120179,"threshold_uncertainty_score":0.9915137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02872718592355461,"score_gpt":0.2581458809813417,"score_spread":0.2294186950577871,"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."}}