{"id":"W2913267010","doi":"10.1149/200231.0257pv","title":"Probing Electrode Structure Using Electrochemical Impedance Spectroscopy","year":2002,"lang":"en","type":"article","venue":"ECS Proceedings Volumes","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Memorial University of Newfoundland","keywords":"Dielectric spectroscopy; Electrode; Electrical impedance; Materials science; Electrochemistry; Analytical Chemistry (journal); Work (physics); Ionic bonding; Membrane; Chemistry; Ion; Electrical engineering; Chromatography; Physics; Engineering; Thermodynamics; Physical chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004542666,0.0007718917,0.0005417768,0.0005712805,0.0003245952,0.001034606,0.001705765,0.001564737,0.001165295],"category_scores_gemma":[0.001301722,0.0003189517,0.0002832621,0.0006135012,0.0003941329,0.002124761,0.0008275203,0.00101941,0.001119037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002713103,"about_ca_system_score_gemma":0.0001524927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002440038,"about_ca_topic_score_gemma":0.0003942547,"domain_scores_codex":[0.9990414,0.0001210351,0.0000598547,0.0002413969,0.0004672172,0.00006899807],"domain_scores_gemma":[0.9996008,0.0001569413,0.00006636941,0.00005512964,0.0001010795,0.00001975399],"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":[0.00001805506,0.00001480239,0.000132318,0.00005571532,0.000005813337,0.00005226966,0.00002281542,0.0001597188,0.9948144,0.0003562646,0.00008577143,0.004282223],"study_design_scores_gemma":[0.000008718329,0.00009406238,0.0007250829,0.000007045735,0.00001661075,0.0002355754,0.00002758333,0.004102205,0.9907549,0.0006756541,0.003335655,0.00001687961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3827679,0.006781839,0.5975181,0.001249409,0.0007427081,0.0002463701,0.001360155,0.001594465,0.007739038],"genre_scores_gemma":[0.7846525,0.00729031,0.2025462,0.0005896066,0.0002646993,0.0003120925,0.001019208,0.000104429,0.003220994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001705765,"threshold_uncertainty_score":0.003898323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112255943143193,"score_gpt":0.2213844690661062,"score_spread":0.2102619096346743,"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."}}