{"id":"W2089181743","doi":"10.1149/1.1579484","title":"Electrochemical Characterization of Carbon Films with Porous Microstructures","year":2003,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; X-ray photoelectron spectroscopy; Electrode; Cyclic voltammetry; Glassy carbon; Scanning electron microscope; Chemical vapor deposition; Microstructure; Thin film; Raman spectroscopy; Electrochemistry; Carbon fibers; Chemical engineering; Carbon film; Analytical Chemistry (journal); Porosity; Nanotechnology; Composite material; Chemistry; Optics; Organic chemistry; Composite number","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002172536,0.0002669061,0.0002029767,0.0006400738,0.0002536606,0.0003396776,0.0003822513,0.0004627731,0.0007306294],"category_scores_gemma":[0.0009669211,0.0001222727,0.0001568749,0.0005129576,0.0002349736,0.0003423248,0.0001658778,0.0003978469,0.0001269701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002959275,"about_ca_system_score_gemma":0.0002080209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312047,"about_ca_topic_score_gemma":0.002843713,"domain_scores_codex":[0.9997011,0.00001772159,0.00001899727,0.00005861165,0.0001570808,0.00004654098],"domain_scores_gemma":[0.9995893,0.0001394162,0.00005876202,0.00003079927,0.000143814,0.00003799045],"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":[0.00001278532,0.000007019092,0.0002214018,0.00004433479,0.000006990967,0.00004793934,0.0000131364,0.00008149051,0.996757,0.00005535547,0.00002257452,0.002729856],"study_design_scores_gemma":[0.000003463568,0.00007148199,0.003555723,0.000006385056,0.00001058806,0.0002363445,0.00002622713,0.0009086469,0.9939184,0.00005894265,0.001198627,0.000005211977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640903,0.004765038,0.02636057,0.0002069809,0.00008081837,0.00009913091,0.001455447,0.0002261911,0.002715498],"genre_scores_gemma":[0.9707888,0.002197118,0.02443102,0.00006531199,0.0000203369,0.00004245075,0.001017209,0.00002605442,0.001411639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001312047,"threshold_uncertainty_score":0.002608776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004350239140133409,"score_gpt":0.2151828455975587,"score_spread":0.2108326064574253,"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."}}