{"id":"W3033056298","doi":"10.1016/j.psep.2020.05.048","title":"Corrosion behaviour of Zn-Ni alloy and Zn-Ni-nano-TiO2 composite coatings electrodeposited from ammonium citrate baths","year":2020,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Materials science; Corrosion; Alloy; Coating; Electroplating; Metallurgy; Dielectric spectroscopy; Zinc; Scanning electron microscope; Electrochemistry; Chemical engineering; Conversion coating; Composite material; Layer (electronics); Chemistry; Electrode","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":[0.0002198666,0.0004007843,0.0004336271,0.0002589197,0.0001960831,0.0002680531,0.0005896934,0.0005698503,0.001519845],"category_scores_gemma":[0.0005595842,0.0002274524,0.0003268908,0.0003157528,0.0002269773,0.0002595079,0.0001326686,0.0004639032,0.0003131671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004077449,"about_ca_system_score_gemma":0.0002087666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004895372,"about_ca_topic_score_gemma":0.005790518,"domain_scores_codex":[0.9996086,0.00003285292,0.00003320394,0.00006406994,0.0001761509,0.00008518979],"domain_scores_gemma":[0.999694,0.00006344389,0.00003796426,0.00002828708,0.0001451767,0.00003107954],"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":[0.0004741797,0.00002094088,0.000342735,0.00007034584,0.00001440454,0.00009219665,0.00005601724,0.0001821479,0.9974087,0.00003897045,0.00006833763,0.001231057],"study_design_scores_gemma":[0.00001020165,0.0002324223,0.004629729,0.000005278604,0.0000188134,0.00008138995,0.0000529204,0.002469882,0.9920033,0.00001415984,0.000474492,0.000007465682],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960154,0.0008648394,0.001215021,0.00005638741,0.00006482771,0.000009660317,0.0002804396,0.00005730767,0.00143604],"genre_scores_gemma":[0.9962901,0.0003213435,0.000928526,0.00002485128,0.00001264963,0.000006500505,0.0002750396,0.00001386605,0.002127142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004895372,"threshold_uncertainty_score":0.009733737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00527678528586006,"score_gpt":0.1726852187271867,"score_spread":0.1674084334413266,"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."}}