{"id":"W4249203966","doi":"10.1002/9781119965992.ch7","title":"Electrode Reactions","year":2011,"lang":"en","type":"other","venue":"","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Electrode; Chemistry; Computer science; Materials science; Physical 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":[0.0003341238,0.00141814,0.0007885288,0.0007804924,0.0006740228,0.0007208216,0.001475933,0.0007429241,0.05523168],"category_scores_gemma":[0.0003455599,0.0004428534,0.0004973661,0.000801464,0.000180452,0.0009242861,0.000780096,0.001493413,0.0505356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005979908,"about_ca_system_score_gemma":0.0003788006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006835424,"about_ca_topic_score_gemma":0.001915003,"domain_scores_codex":[0.9992817,0.00003700456,0.00003406148,0.0001654752,0.0004177666,0.00006399965],"domain_scores_gemma":[0.9999295,0.0000120993,0.000005142423,0.00001879883,0.00002774205,0.000006623683],"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":[0.0001467478,0.0002910497,0.0001902753,0.002650365,0.00005606559,0.0003652599,0.0001674132,0.0008984501,0.4919354,0.019009,0.1344585,0.3498315],"study_design_scores_gemma":[0.00001182301,0.00006919257,0.0003032096,0.00007616948,0.00001441343,0.000321858,0.00002184108,0.0004332356,0.4434918,0.001075495,0.5541613,0.00001972056],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02898634,0.04788747,0.179614,0.001317697,0.006879863,0.001920584,0.0141832,0.00711876,0.712092],"genre_scores_gemma":[0.05911752,0.0295729,0.05766388,0.0009641273,0.0004501051,0.0008027949,0.01235233,0.0009436597,0.8381327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05523168,"threshold_uncertainty_score":0.1847684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008856545518738075,"score_gpt":0.2219650122125882,"score_spread":0.2131084666938501,"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."}}