{"id":"W4239929825","doi":"10.1149/2.007043if","title":"Section News - Fall 2004","year":2004,"lang":"en","type":"article","venue":"The Electrochemical Society Interface","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Meteorology; Computer science; Physics; 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":[],"category_scores_codex":[0.0002403938,0.0001338483,0.0002131466,0.00001539214,0.0001944843,0.00007178875,0.0003171424,0.00008805476,0.0008421345],"category_scores_gemma":[0.00003710658,0.0001167589,0.0002364357,0.0001668034,0.0001497919,0.0001195963,0.00009735917,0.0002529032,0.005779936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003556539,"about_ca_system_score_gemma":0.00001251221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003152253,"about_ca_topic_score_gemma":0.00001361294,"domain_scores_codex":[0.9989671,0.000003788054,0.0002859104,0.0003506735,0.00003006681,0.0003624335],"domain_scores_gemma":[0.9995337,0.00002335037,0.0001258311,0.000248121,0.00001747878,0.00005159515],"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":[0.00007845239,0.0003187434,0.001496549,0.00003746754,0.0007583742,7.258583e-7,0.01249369,0.0008430937,0.03306765,0.09315015,0.8574378,0.0003172474],"study_design_scores_gemma":[0.002026486,0.0001624066,0.0002635192,0.00002826224,0.00003322084,0.00001962063,0.003660145,0.0008113577,0.07682192,0.1029227,0.812407,0.00084332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4579783,0.01117831,0.1669478,0.01381211,0.005090072,0.0006972137,0.0001159266,0.0004199225,0.3437604],"genre_scores_gemma":[0.9491799,0.0003497804,0.0008234001,0.001239708,0.0003662819,0.00002129693,0.000005641796,0.00002015612,0.04799382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4912016,"threshold_uncertainty_score":0.9949942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01910683077580439,"score_gpt":0.2099626014225607,"score_spread":0.1908557706467563,"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."}}