{"id":"W4297097193","doi":"10.1109/ppic52995.2022.9888793","title":"Foreword","year":2022,"lang":"en","type":"article","venue":"","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Niagara","funders":"","keywords":"Computer science; Cover (algebra); Library science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001340396,0.001050304,0.001004066,0.002322833,0.001698073,0.006955665,0.001608486,0.002807052,0.6375775],"category_scores_gemma":[0.01057014,0.0003250988,0.0007191217,0.001673363,0.0005256354,0.003003909,0.001725674,0.003764689,0.6936697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426387,"about_ca_system_score_gemma":0.002214467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002104568,"about_ca_topic_score_gemma":0.002775002,"domain_scores_codex":[0.9987116,0.0001232738,0.00008554594,0.000182537,0.0007832231,0.0001137892],"domain_scores_gemma":[0.9912383,0.0007700704,0.0002745371,0.0004152065,0.005834484,0.001467376],"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":[0.0000101646,0.000006704472,0.00001524218,0.00006179197,9.32491e-7,0.00001065693,0.000006266157,0.000008793755,0.00006202264,0.0003721439,0.9797266,0.01971863],"study_design_scores_gemma":[0.000004151735,0.000011153,0.00009380655,0.0001072049,0.000001668946,0.00004204689,0.00002736456,0.00001394904,0.00006468872,0.0004447415,0.9991849,0.000004270987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0004346936,0.01330055,0.00296842,0.05645179,0.4077796,0.0005849029,0.005179865,0.002159177,0.5111411],"genre_scores_gemma":[0.001767182,0.006556962,0.0008826121,0.01485515,0.04888044,0.000194226,0.003620118,0.0008842187,0.9223592],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6375775,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494244022631467,"score_gpt":0.2064512439628436,"score_spread":0.1915088037365289,"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."}}