{"id":"W300091551","doi":"10.1016/j.corsci.2005.09.006","title":"Analysis of a complex electrochemical process: The anodic dissolution and passivation of cobalt in aqueous media near neutral pH","year":2005,"lang":"en","type":"article","venue":"Corrosion Science","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université du Québec à Rimouski","funders":"","keywords":"Passivation; Dissolution; Electrochemistry; Cobalt; Corrosion; Aqueous solution; Anode; Materials science; Electrode; Deconvolution; Inorganic chemistry; Chemical engineering; Chemistry; Metallurgy; Computer science; Nanotechnology; Physical chemistry; Algorithm","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":[0.0002370494,0.0002803857,0.000413139,0.0003714547,0.0002740183,0.0003543166,0.0003995592,0.0005771765,0.0007242516],"category_scores_gemma":[0.0005323429,0.0001474448,0.000189402,0.0003761074,0.0002966464,0.0002609434,0.0001568317,0.000420384,0.0001660508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000352127,"about_ca_system_score_gemma":0.0002708262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002137008,"about_ca_topic_score_gemma":0.001861953,"domain_scores_codex":[0.9998054,0.00002169404,0.00001056766,0.00003577493,0.00009643455,0.00003011422],"domain_scores_gemma":[0.9997273,0.00008701856,0.00004579232,0.00002183175,0.00009384789,0.00002425674],"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":[0.0001548505,0.00002429892,0.0007232361,0.00009551548,0.00001353999,0.00006757912,0.00004484463,0.0001102194,0.9960782,0.0001228173,0.00003572442,0.00252927],"study_design_scores_gemma":[0.000007743894,0.0002131371,0.0093644,0.000003018639,0.00001839113,0.0002392821,0.00005387707,0.001684468,0.9874418,0.00005386253,0.0009142991,0.000005758419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860917,0.001181076,0.01066927,0.00005664839,0.00001781274,0.00006229761,0.0002709323,0.0000481043,0.001602222],"genre_scores_gemma":[0.9929432,0.0009675663,0.004150114,0.00002934429,0.00001456754,0.00002769119,0.0002808172,0.00001070429,0.001575917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002137008,"threshold_uncertainty_score":0.004249156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099393511556734,"score_gpt":0.2938929152405213,"score_spread":0.2728989801249539,"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."}}