{"id":"W2323214368","doi":"10.1149/1.3491277","title":"Analytical Impedance Model for Electrochemically Driven Conducting Polymer Devices","year":2010,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Dielectric spectroscopy; Electrical impedance; Polypyrrole; Capacitance; Conductive polymer; Equivalent circuit; Polymer; Ionic conductivity; Electrolyte; Ionic bonding; Electrode; Analytical Chemistry (journal); Composite material; Electrochemistry; Chemistry; Electrical engineering; Ion; Voltage","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":[0.0002810224,0.0007300677,0.0006267453,0.0004859922,0.0003411132,0.0008920595,0.001802359,0.001461836,0.003680925],"category_scores_gemma":[0.001202096,0.0003225555,0.0005523142,0.0004868933,0.0003786253,0.001595166,0.0004712581,0.0009580941,0.001838617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008234489,"about_ca_system_score_gemma":0.0005028064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077217,"about_ca_topic_score_gemma":0.0005518066,"domain_scores_codex":[0.9996332,0.00005718378,0.00001864904,0.00006867541,0.0001911828,0.00003118709],"domain_scores_gemma":[0.9997676,0.00008953758,0.00002648185,0.00002767187,0.00007910025,0.000009621048],"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":[0.00009367854,0.0001166752,0.0003953741,0.0003048365,0.00003831398,0.0006173864,0.0002836939,0.7348204,0.1113804,0.1051436,0.003642017,0.0431636],"study_design_scores_gemma":[0.000007172922,0.00003779657,0.00006128474,0.00001175019,0.000005575234,0.0001162182,0.00001083854,0.9847174,0.003444998,0.006648376,0.004927565,0.00001096846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009615795,0.0005864979,0.9763796,0.0002384537,0.00007979455,0.00008396872,0.0002211845,0.0007201104,0.01207464],"genre_scores_gemma":[0.7185239,0.003130976,0.2058205,0.0004152606,0.0001614392,0.0008240056,0.0008422984,0.0003059409,0.06997566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003680925,"threshold_uncertainty_score":0.0123139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970213642346701,"score_gpt":0.3057599073022605,"score_spread":0.2660577708787936,"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."}}