{"id":"W2077670457","doi":"10.1021/ac2031578","title":"Comment on Electrochemical Kinetics at Ordered Graphite Electrodes","year":2012,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Citation; Social media; Library science; Computer science; World Wide Web; Nanotechnology; Analytical Chemistry (journal); Physics; Information retrieval; Chemistry; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009694881,0.0003727206,0.0003924438,0.00002921642,0.0001547584,0.00003077768,0.0003942884,0.000292856,0.003003495],"category_scores_gemma":[0.0001116674,0.0003378312,0.000340422,0.0004077892,0.0001588007,0.00004417755,0.0001283724,0.000562098,0.000246243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003111532,"about_ca_system_score_gemma":0.00001844134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003789013,"about_ca_topic_score_gemma":7.132689e-7,"domain_scores_codex":[0.9975533,0.00001011671,0.0004459272,0.000503411,0.0004600791,0.001027106],"domain_scores_gemma":[0.9983826,0.0002030493,0.0001162388,0.0006831218,0.00006333629,0.0005516403],"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":[0.00005128763,0.0007533914,0.001869352,0.00005385876,0.0001477732,0.000001145242,0.000009622496,8.403198e-7,0.9841921,0.001903523,0.01090823,0.0001088886],"study_design_scores_gemma":[0.0002675956,0.00001836789,0.00002901355,0.00001608644,0.0001677093,0.00001519234,0.00001054409,0.0003388163,0.8647479,0.0005224042,0.1335161,0.000350329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910854,0.0004290784,0.0002843607,0.005845084,0.00000916992,0.00005428904,0.00001703863,0.0002001313,0.08230679],"genre_scores_gemma":[0.9931561,0.00007767557,0.0002047033,0.001958131,0.000486542,0.00005537722,0.0003660245,0.00004374514,0.003651685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1226078,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005870027937222,"score_gpt":0.2456565793511521,"score_spread":0.2355978790717798,"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."}}