{"id":"W4207083406","doi":"10.1149/2.006081if","title":"Section News - Spring 2008","year":2008,"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); Spring (device); History; Meteorology; Geography; Engineering; Advertising; Business; Mechanical engineering","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":[0.00007868696,0.0001085307,0.00008428977,0.000007784964,0.0001569023,0.0000141056,0.0001308031,0.00008649461,0.001796966],"category_scores_gemma":[0.00001135695,0.00008834961,0.0001127743,0.0001081833,0.00005983199,0.00007391648,0.00001766772,0.0003528462,0.001259246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966379,"about_ca_system_score_gemma":0.000008435851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002790675,"about_ca_topic_score_gemma":0.000004274436,"domain_scores_codex":[0.9993718,0.00001659854,0.0001297188,0.000110992,0.0001508726,0.000220042],"domain_scores_gemma":[0.9997461,0.00002376882,0.00001693636,0.0001460473,0.00002472847,0.00004241291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003947428,0.000007820308,0.00004622859,0.000006559434,0.00002482653,8.62765e-8,0.001332917,0.001134766,0.8535119,0.00000183666,0.1437059,0.0002232443],"study_design_scores_gemma":[0.0004515372,0.00005375913,0.001770807,0.00001977895,0.0000284326,0.00005765474,0.0004466439,0.1053732,0.7863454,0.0001382314,0.1049108,0.0004038655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974453,0.0002726312,0.09835389,0.0002438228,0.0003937402,0.00009998905,3.632699e-7,0.0004885291,0.0027018],"genre_scores_gemma":[0.9968447,0.0003231658,0.0005031421,0.0001830599,0.000818667,0.00001366378,0.000002829307,0.00002309443,0.001287695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1042384,"threshold_uncertainty_score":0.9995184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01872036791262954,"score_gpt":0.2436169206106759,"score_spread":0.2248965526980464,"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."}}