{"id":"W1519597721","doi":"10.1002/9783527639496.ch2","title":"Electrochemical Engineering Fundamentals","year":2011,"lang":"en","type":"other","venue":"","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electrochemistry; Mass transfer; Electrode; Faraday cage; Electrolyte; Diffusion; Materials science; Current (fluid); Analytical Chemistry (journal); Nanotechnology; Chemistry; Electrical engineering; Thermodynamics; Physics; Engineering; Physical chemistry","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":[0.0004574796,0.0008278255,0.001075811,0.001111157,0.0005909486,0.00190494,0.001407635,0.001395019,0.02909385],"category_scores_gemma":[0.0007484038,0.0004624532,0.0003956138,0.001449002,0.0005333122,0.002079081,0.001147452,0.002169939,0.0245096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000690453,"about_ca_system_score_gemma":0.0005896018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005978534,"about_ca_topic_score_gemma":0.0008663108,"domain_scores_codex":[0.9991968,0.00004608935,0.00004283473,0.0001311308,0.0005435133,0.00003951166],"domain_scores_gemma":[0.9997631,0.00005032774,0.00001108504,0.00003257703,0.0001314657,0.0000114925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005427898,0.0001132478,0.0003328889,0.001904556,0.00002587761,0.0002762132,0.0002670704,0.003130824,0.04261707,0.176723,0.1227963,0.6517586],"study_design_scores_gemma":[0.000008362006,0.00004765629,0.0003169033,0.0001917361,0.000007518793,0.0006603899,0.00005719618,0.003750929,0.01812277,0.02788817,0.9489201,0.00002824134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004776665,0.148067,0.378439,0.006418662,0.007584288,0.0003217459,0.002760681,0.002362674,0.4492692],"genre_scores_gemma":[0.08661491,0.1625888,0.1779019,0.00342386,0.00254364,0.0006710668,0.003372861,0.0006735974,0.5622094],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02909385,"threshold_uncertainty_score":0.09732866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322292840489089,"score_gpt":0.2092091964488602,"score_spread":0.1959862680439693,"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."}}