{"id":"W4240919777","doi":"10.1149/2.006031if","title":"Section News - Spring 2003","year":2003,"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); Spring (device); Engineering physics; Materials science; Engineering; Computer science; Mechanical engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004926567,0.0008340389,0.0007920223,0.001457151,0.001826129,0.005671269,0.001222179,0.004131674,0.6102211],"category_scores_gemma":[0.003903954,0.0004772284,0.0005352887,0.001904066,0.0003538277,0.001885751,0.0009305155,0.002465595,0.5756783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00296029,"about_ca_system_score_gemma":0.0039073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08820832,"about_ca_topic_score_gemma":0.2331457,"domain_scores_codex":[0.9994579,0.00002478715,0.00002369625,0.00005041113,0.0003316199,0.0001115631],"domain_scores_gemma":[0.9978924,0.0001999178,0.0000804387,0.0001101173,0.001291989,0.0004250847],"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":[0.0000130927,0.000006258763,0.00003369708,0.00002564596,6.71759e-7,0.00001254971,0.000004599501,0.00000563318,0.00002739128,0.0002698755,0.9914248,0.008175764],"study_design_scores_gemma":[0.000006686063,0.000005076665,0.0005177482,0.00004631718,0.000001561619,0.00001462061,0.00002156656,0.00001301426,0.00005287817,0.0001088219,0.9992079,0.000003816323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004397425,0.003811245,0.0002616063,0.01607335,0.01619026,0.0001766307,0.01570082,0.001774851,0.9455716],"genre_scores_gemma":[0.0006109727,0.0009006504,0.00007238274,0.003436538,0.0006696132,0.00002456924,0.002294003,0.0001214154,0.9918699],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6102211,"threshold_uncertainty_score":0.5559722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096362821360023,"score_gpt":0.207487700594248,"score_spread":0.1865240723806477,"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."}}