{"id":"W2013390930","doi":"10.1016/j.jelechem.2006.02.026","title":"Electrochemical switching of conducting polymers: A variable resistance transmission line model","year":2006,"lang":"en","type":"article","venue":"Journal of Electroanalytical Chemistry","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Electrochemistry; Anode; Cathodic protection; Polymer; Transient (computer programming); Transmission line; Capacitor; Electrode; Voltage; Electrical engineering; Physical chemistry; Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003772142,0.0006552843,0.0007500209,0.0005595906,0.0003188909,0.001008801,0.002248274,0.001969722,0.005597755],"category_scores_gemma":[0.001099138,0.0004495566,0.000851484,0.0007016955,0.0006876509,0.002561449,0.0002796215,0.001245032,0.001106562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005525377,"about_ca_system_score_gemma":0.0002858592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330852,"about_ca_topic_score_gemma":0.001040035,"domain_scores_codex":[0.9997986,0.00005001607,0.000007627577,0.00006512821,0.00005201231,0.00002664148],"domain_scores_gemma":[0.9995436,0.0002674654,0.00005513416,0.00005443988,0.00006267103,0.00001661349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002006317,0.0003709033,0.0003832853,0.0004780979,0.00008769447,0.0006512231,0.0002716193,0.7426631,0.05901415,0.1620958,0.002989382,0.03079407],"study_design_scores_gemma":[0.000008983505,0.00002253176,0.000057333,0.000006118868,0.00001378436,0.00004644956,0.000006204702,0.9943823,0.001309448,0.003538515,0.0006011185,0.000007137755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1330834,0.002625727,0.7946186,0.001219719,0.0002433328,0.0001905694,0.0004869917,0.0007940878,0.06673769],"genre_scores_gemma":[0.924346,0.002784195,0.03384706,0.0002011366,0.0001390599,0.00016277,0.0002542983,0.0001817121,0.03808374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005597755,"threshold_uncertainty_score":0.01872629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704174369692751,"score_gpt":0.259761867728892,"score_spread":0.2427201240319645,"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."}}