{"id":"W4243008353","doi":"10.1149/2.007032if","title":"Section News - Summer 2003","year":2003,"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); Political science; Meteorology; History; Economic history; Library science; Geography; Business; Computer science; Advertising","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":[0.0001566608,0.0001138598,0.00008176439,0.00000660568,0.0000895266,0.00002842387,0.00010005,0.0000986004,0.005765258],"category_scores_gemma":[0.0000398882,0.00008977774,0.00008146671,0.0001970396,0.00003964562,0.00006200308,0.000006837285,0.0003341504,0.001483951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189743,"about_ca_system_score_gemma":0.00001185903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.545249e-7,"about_ca_topic_score_gemma":0.000003215452,"domain_scores_codex":[0.9993523,0.00003801953,0.0001276912,0.0001136857,0.0001350982,0.0002332413],"domain_scores_gemma":[0.9997208,0.00002003918,0.00001636385,0.000150383,0.00004872308,0.00004374432],"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":[0.000002267019,0.000008658701,0.00001452134,0.000006229382,0.00002639759,1.648425e-8,0.0006217498,0.0004187397,0.6886458,0.00002463396,0.3100119,0.0002190455],"study_design_scores_gemma":[0.0002713942,0.00002980198,0.00007011315,0.000008686991,0.00002646,0.000008710338,0.000563797,0.01658038,0.6588548,0.000341514,0.3230143,0.0002299834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6315006,0.0008198441,0.3331394,0.0004086295,0.001758026,0.0003564869,0.000001457535,0.000830169,0.03118545],"genre_scores_gemma":[0.9945731,0.0001537806,0.0007309777,0.0004150731,0.0004379019,0.00002512187,0.000006603583,0.00003081329,0.003626641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3630725,"threshold_uncertainty_score":0.9992935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827959760355072,"score_gpt":0.2606692115247966,"score_spread":0.2423896139212458,"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."}}