{"id":"W4409502719","doi":"10.5006/c2021-16723","title":"Effect of Graphene Incorporation on Erosion-Corrosion Performance of Electroless Ni-P Coatings","year":2021,"lang":"en","type":"article","venue":"","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emissions Reduction Alberta; Dalhousie University","funders":"","keywords":"Materials science; Graphene; Corrosion; Metallurgy; Erosion; Nanotechnology; Geology","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":[0.0001414604,0.0003657157,0.000170499,0.0002759534,0.0001244632,0.0002629782,0.0002922275,0.0002892519,0.0009079038],"category_scores_gemma":[0.0003855626,0.0001678551,0.0001708645,0.0002332982,0.0001406943,0.0002398588,0.0001804652,0.0003078067,0.00015175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579022,"about_ca_system_score_gemma":0.00008703025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000689,"about_ca_topic_score_gemma":0.002445679,"domain_scores_codex":[0.9998403,0.0000211944,0.00001776267,0.00003276691,0.0000576019,0.00003043785],"domain_scores_gemma":[0.9998412,0.00003445072,0.00003321946,0.0000168478,0.00005283878,0.00002143832],"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":[0.0000901292,0.00002059375,0.0001189924,0.00006198461,0.000007729643,0.00003644224,0.00001989087,0.00007166721,0.9978631,0.00001726198,0.00001917617,0.001672901],"study_design_scores_gemma":[0.000003273173,0.0001830505,0.001570016,0.000006174532,0.00001709094,0.00002526402,0.00001722866,0.000376106,0.9974558,0.000004074556,0.0003381731,0.000003673711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980749,0.0005348016,0.0003808919,0.0000163789,0.00001412512,0.000009773136,0.00007622306,0.00002498041,0.0008678571],"genre_scores_gemma":[0.9977673,0.0004126773,0.0009440774,0.00001348413,0.000002397908,0.000007375947,0.00007115001,0.000008997434,0.0007725909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001000689,"threshold_uncertainty_score":0.003037214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003110698493149683,"score_gpt":0.1946539312362612,"score_spread":0.1915432327431115,"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."}}