{"id":"W4246773794","doi":"10.1149/2.007054if","title":"Section News - Winter 2005","year":2005,"lang":"en","type":"article","venue":"The Electrochemical Society Interface","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Engineering physics; Environmental science; Engineering; Computer science; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000124532,0.0001182648,0.00008260352,0.000007957911,0.00007520477,0.00003376497,0.0001488208,0.00009654314,0.008674659],"category_scores_gemma":[0.000007863122,0.00009203892,0.000124973,0.00006746993,0.0000405655,0.0001039327,0.00001785106,0.0003660131,0.003307859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003198921,"about_ca_system_score_gemma":0.000006127916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.283454e-7,"about_ca_topic_score_gemma":0.00001309759,"domain_scores_codex":[0.9993184,0.00001816983,0.0001465084,0.0001162073,0.0001388359,0.0002618295],"domain_scores_gemma":[0.9997379,0.00002242084,0.00001730122,0.0001523576,0.00002137043,0.00004869311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004487958,0.000008956379,0.000003096367,0.000004261015,0.00002533363,1.147001e-8,0.0008844652,0.001517561,0.646971,0.000001399213,0.3490156,0.001563754],"study_design_scores_gemma":[0.0002611407,0.00002419022,0.00008371493,0.0000118265,0.00002327715,0.000010827,0.0003562409,0.1038748,0.4341634,0.00009080322,0.4608904,0.0002094256],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7620713,0.0005173105,0.2200764,0.003841449,0.000734837,0.0002419579,0.00000151492,0.0009901767,0.01152514],"genre_scores_gemma":[0.9916651,0.000118354,0.0007614302,0.000710896,0.002194419,0.00001824308,0.000007048575,0.00002739883,0.004497149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2295938,"threshold_uncertainty_score":0.9974682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190612005828856,"score_gpt":0.2534387950077405,"score_spread":0.241532674949452,"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."}}