{"id":"W2002610147","doi":"10.6000/1929-5030.2012.01.01.8","title":"Extended Stern Model","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Solution Chemistry and Modeling","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stern; Capacitance; Electrode; Electrolyte; Equivalent circuit; Chemistry; Materials science; Electrical engineering; Voltage; Engineering; Physical chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0009583329,0.001318431,0.001393681,0.001169728,0.0007508654,0.00224064,0.004588139,0.00265527,0.01464697],"category_scores_gemma":[0.002197317,0.0005725905,0.001818685,0.0009474294,0.001108297,0.005578483,0.001614625,0.001998186,0.006539231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137973,"about_ca_system_score_gemma":0.001069587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002138549,"about_ca_topic_score_gemma":0.001007979,"domain_scores_codex":[0.9983307,0.0002902608,0.00006826486,0.0004043229,0.0006767012,0.0002297324],"domain_scores_gemma":[0.998951,0.0003502514,0.00009177944,0.0001413726,0.0004188664,0.00004681318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001781224,0.0001187241,0.0008842509,0.0004783729,0.0001262385,0.001032126,0.0005566576,0.1363219,0.01759948,0.7841082,0.01542451,0.04317144],"study_design_scores_gemma":[0.00003655076,0.0001388941,0.0003207261,0.00005521475,0.00004844268,0.0008188096,0.0001214008,0.7083221,0.004211062,0.2418961,0.043957,0.0000736044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0149738,0.003309808,0.9225948,0.001404773,0.000578282,0.0001716262,0.0007132493,0.0007914279,0.05546216],"genre_scores_gemma":[0.7195604,0.008376847,0.1377264,0.002284529,0.0008361191,0.0007175344,0.00150683,0.0006466123,0.1283448],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01464697,"threshold_uncertainty_score":0.04899901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243555815002548,"score_gpt":0.262684716375156,"score_spread":0.2383291348749012,"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."}}