{"id":"W2483969669","doi":"10.1016/b0-08-043748-6/01156-7","title":"Electrochemistry: Mixed Valence Systems","year":2003,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Electrochemistry; Valence (chemistry); Materials science; Chemistry; Physical chemistry; Electrode; Organic 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":[0.0001366949,0.001092882,0.0008599508,0.0009949423,0.0003772029,0.00190523,0.001171001,0.0008332601,0.03242405],"category_scores_gemma":[0.0002171308,0.0005945227,0.0002988102,0.001661317,0.0003919218,0.00251566,0.0009473852,0.001453677,0.01556977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004762148,"about_ca_system_score_gemma":0.0002736011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002321309,"about_ca_topic_score_gemma":0.000577399,"domain_scores_codex":[0.9998679,0.000009116005,0.00000553322,0.00002864794,0.00007674079,0.00001207176],"domain_scores_gemma":[0.9999484,0.00001475942,0.000002556359,0.000008186935,0.00002063155,0.000005592138],"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":[0.00006643077,0.0001044787,0.00006307216,0.002269236,0.00003149912,0.0002061835,0.0002075024,0.0008968816,0.04622993,0.1135105,0.1601325,0.6762818],"study_design_scores_gemma":[0.000009834343,0.00004135618,0.0001278334,0.0002198482,0.0000142246,0.0006519275,0.00004852155,0.001031429,0.0146867,0.05387919,0.9292746,0.00001448482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005385833,0.227768,0.08880499,0.001947903,0.004693183,0.00009723313,0.0004188169,0.001591773,0.6692922],"genre_scores_gemma":[0.02787993,0.08921009,0.01974539,0.001173878,0.0009484657,0.0001271137,0.0004968103,0.0004789336,0.8599395],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03242405,"threshold_uncertainty_score":0.1084693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008982316792075166,"score_gpt":0.2116842352152506,"score_spread":0.2027019184231754,"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."}}