{"id":"W2171672008","doi":"10.1149/1.3496024","title":"Surface Modification of Nanocarbon Materials for Electrochemical Capacitors","year":2010,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Materials science; Carbon nanotube; Electrochemistry; Capacitor; Capacitance; Layer (electronics); Electrode; Nanotechnology; Deposition (geology); Supercapacitor; Chemical engineering; Surface modification; Voltage; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000390902,0.0001154524,0.0001888216,0.00004137562,0.0001184641,0.00004177907,0.0001574288,0.0001384056,0.0005858533],"category_scores_gemma":[0.0000476129,0.0001112756,0.00006312863,0.00009912475,0.0001024077,0.0001776015,0.000002120437,0.00006876108,0.00002743076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002958397,"about_ca_system_score_gemma":0.00005367774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009409896,"about_ca_topic_score_gemma":0.00001634738,"domain_scores_codex":[0.9990207,0.00003259181,0.00032931,0.0002318406,0.0001814671,0.0002040808],"domain_scores_gemma":[0.9992972,0.000081384,0.00009937978,0.0002730114,0.0001940025,0.00005501579],"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":[0.00004761928,0.00007329985,0.000006709417,0.00003056884,0.000005206273,3.091975e-8,0.0001907496,0.00002215089,0.9985294,0.0009725661,0.00005324375,0.00006839682],"study_design_scores_gemma":[0.0002242951,0.00004455471,0.0001127591,0.000005815039,0.00002989459,0.000004454518,0.00005183739,0.00008550065,0.99782,0.0006471213,0.0008550351,0.0001187573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599907,0.00001010882,0.03718497,0.0001227855,0.001954742,0.0003068408,0.0002064014,0.00007941266,0.0001439933],"genre_scores_gemma":[0.9919163,0.000007376181,0.007686486,0.000009253412,0.000194629,0.00008390092,0.00003141655,0.00002067292,0.00004995713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03192556,"threshold_uncertainty_score":0.6414683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739093399348935,"score_gpt":0.2500471852603477,"score_spread":0.2326562512668584,"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."}}