{"id":"W4416456230","doi":"10.18280/rcma.350514","title":"Synthesis and Characterization of Tungsten Carbide (WC)-Based Nanocomposites and Their Optical Properties and Corrosion Behavior","year":2025,"lang":"","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Advanced materials and composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Characterization (materials science); Nanocomposite; Corrosion; Carbide; Tungsten carbide; Tungsten","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001478826,0.0002144442,0.000164805,0.0004394235,0.0001878189,0.0002621303,0.0001464563,0.0002279407,0.0006368659],"category_scores_gemma":[0.0003092162,0.0001817824,0.0001718124,0.0002403258,0.0001394856,0.0001839215,0.0001288213,0.0002909281,0.0001821165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820634,"about_ca_system_score_gemma":0.0001487199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103902,"about_ca_topic_score_gemma":0.002763133,"domain_scores_codex":[0.9998676,0.000007455556,0.0000130571,0.0000352974,0.0000597803,0.00001668927],"domain_scores_gemma":[0.9998146,0.00002796468,0.00003874848,0.00001844212,0.00007896377,0.00002124716],"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":[0.00002559952,0.000009139053,0.0001136755,0.00002550607,0.000002263268,0.00002023525,0.00001264772,0.00008527496,0.9986051,0.00002509615,0.00001618521,0.001059307],"study_design_scores_gemma":[0.000001333568,0.0000464878,0.001446632,0.000001533213,0.000006823466,0.00004718166,0.00001051138,0.0007402083,0.9972007,0.00000760643,0.0004882156,0.000002836317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99173,0.0006300954,0.005530702,0.00003130692,0.00001539816,0.00003081255,0.0001741033,0.00008225666,0.00177538],"genre_scores_gemma":[0.9918895,0.0002757354,0.005110105,0.00001299397,0.000004314875,0.00002323979,0.0002309099,0.00004755489,0.002405618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00103902,"threshold_uncertainty_score":0.002130568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053812507938687,"score_gpt":0.2306096693329948,"score_spread":0.200071544253608,"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."}}