{"id":"W1986556522","doi":"10.1021/ac035108m","title":"Facile Analysis of EC Cyclic Voltammograms","year":2004,"lang":"it","type":"article","venue":"Analytical Chemistry","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Luonnontieteiden ja Tekniikan Tutkimuksen Toimikunta; Australian Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Cyclic voltammetry; Combinatorial chemistry; Electrochemistry; Electrode; Physical chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005003814,0.0005312013,0.0003905698,0.00129997,0.00028275,0.0005066485,0.000543234,0.0004396084,0.01100819],"category_scores_gemma":[0.001851071,0.0001754009,0.0001994961,0.001576854,0.0002928759,0.0003237607,0.0003492311,0.001159144,0.002004685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002388906,"about_ca_system_score_gemma":0.0002033924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007191083,"about_ca_topic_score_gemma":0.001218523,"domain_scores_codex":[0.9995027,0.00005530853,0.00002696926,0.0001158274,0.0002302435,0.00006901234],"domain_scores_gemma":[0.9991941,0.0002739948,0.0000435677,0.00008719688,0.0003623418,0.00003879999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007473536,0.00005881809,0.0009691345,0.0002447335,0.00002097546,0.0002685381,0.0001179058,0.0001548782,0.9465113,0.001510298,0.001153718,0.04891496],"study_design_scores_gemma":[0.00000971831,0.0002466412,0.01805017,0.00004596359,0.00003094717,0.001582072,0.000175675,0.004883208,0.9528685,0.001088777,0.02098583,0.00003261163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4819909,0.006167738,0.4245902,0.0009351864,0.0005084959,0.0008668503,0.00693547,0.004487493,0.07351765],"genre_scores_gemma":[0.7705334,0.004985759,0.1828142,0.000751923,0.0001701153,0.0007513417,0.007213881,0.0005241185,0.03225538],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01100819,"threshold_uncertainty_score":0.03682613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009872406565602274,"score_gpt":0.252631332059869,"score_spread":0.2427589254942668,"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."}}