{"id":"W4283260054","doi":"10.3390/coatings12070878","title":"Synthesis and Characterization of Novel NiW–CeO2 Composite Coating with Enhanced Corrosion and Wear Resistance","year":2022,"lang":"en","type":"article","venue":"Coatings","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Corrosion; Composite number; Current density; Coating; Metallurgy; Ceramic; Composite material; Void (composites)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001299087,0.0001305883,0.0001974475,0.00007213338,0.0002468244,0.00003125362,0.00006412134,0.00002825974,0.00001256784],"category_scores_gemma":[0.00001689411,0.0001393426,0.00001457997,0.0002093788,0.00004276316,0.0001140407,0.00004628747,0.0001652685,2.538231e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000387475,"about_ca_system_score_gemma":0.00001030793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007108247,"about_ca_topic_score_gemma":0.00000848103,"domain_scores_codex":[0.9992182,0.00002659664,0.0002120771,0.0001852025,0.0001769849,0.0001809159],"domain_scores_gemma":[0.9996116,0.00008411185,0.0001207992,0.00009789628,0.00004166333,0.00004398478],"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":[0.00005364418,0.00001815847,0.0004201612,0.0001289488,0.000005560615,6.656267e-7,0.0008668656,0.0002603006,0.9972598,0.0002200638,0.00001203229,0.0007537861],"study_design_scores_gemma":[0.0004364238,0.0001007688,0.002129143,0.0001487659,0.00002334387,0.00002010719,0.0001587356,0.01097254,0.9857032,0.000009911688,0.0001067439,0.0001902718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729996,0.000101998,0.02594497,0.00009150128,0.00002383735,0.0001384626,0.00001937961,0.00012529,0.0005549662],"genre_scores_gemma":[0.9977674,0.00004384807,0.001865856,0.00007636335,0.00001401583,0.00006248587,0.00002459617,0.00003369368,0.0001116971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02476785,"threshold_uncertainty_score":0.5682225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004414781115258125,"score_gpt":0.1760127994103749,"score_spread":0.1715980182951168,"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."}}