{"id":"W2598904057","doi":"10.1149/ma2012-02/45/3298","title":"Implications on the Use of 1-D and 2-D Models for Metal Electrodeposition: Voltammetry and Impedance Analysis","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Voltammetry; Electrical impedance; Cyclic voltammetry; Metal; Materials science; Analytical Chemistry (journal); Chemistry; Chromatography; Engineering; Electrochemistry; Metallurgy; Electrical engineering; Electrode; 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":[0.004051399,0.001236205,0.001318503,0.001084759,0.0007629989,0.003035354,0.004912892,0.003521701,0.007952517],"category_scores_gemma":[0.02031023,0.0005931901,0.0008142006,0.00121046,0.001811315,0.003992805,0.001519641,0.002411536,0.002711882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313605,"about_ca_system_score_gemma":0.001020434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00404372,"about_ca_topic_score_gemma":0.00498695,"domain_scores_codex":[0.9969124,0.001366719,0.0001941015,0.0003944396,0.001026975,0.0001054042],"domain_scores_gemma":[0.9895914,0.007229113,0.0003266631,0.001245335,0.001447923,0.0001595902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001380543,0.0009326433,0.01154057,0.003749522,0.0002346325,0.001939493,0.001382364,0.1501055,0.1981922,0.3483308,0.04651882,0.2356929],"study_design_scores_gemma":[0.0001933578,0.0005900144,0.003529266,0.000468182,0.0001213817,0.002690034,0.001332902,0.5832967,0.1227149,0.1961763,0.08857695,0.0003100716],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04212072,0.008293935,0.8838471,0.02831945,0.002707541,0.0002660359,0.002033431,0.002376753,0.0300351],"genre_scores_gemma":[0.5817867,0.007688597,0.3862545,0.00342699,0.0003415696,0.0007313454,0.001335592,0.0005234422,0.01791123],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007952517,"threshold_uncertainty_score":0.02660382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145399794818785,"score_gpt":0.241284419707836,"score_spread":0.2098304217596481,"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."}}