{"id":"W4409132242","doi":"10.1007/s11661-025-07755-y","title":"Microstructure, Erosion Performance, and Wear Resistance of Laser-Claded NiCrBSi-WC Composite Coatings","year":2025,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microstructure; Wear resistance; Materials science; Composite number; Metallurgy; Erosion; Laser; Composite material; 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":[0.0001449563,0.0001093733,0.000173344,0.0002615163,0.0002131825,0.0002264296,0.0002577986,0.0002622481,0.001469506],"category_scores_gemma":[0.0004193816,0.0001575478,0.0001520294,0.0002061737,0.0001930857,0.0001974347,0.0001135936,0.0002906079,0.0001773174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004456585,"about_ca_system_score_gemma":0.0001655134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006060483,"about_ca_topic_score_gemma":0.009180997,"domain_scores_codex":[0.9997888,0.000006452704,0.0000122227,0.00004134745,0.000102039,0.00004903875],"domain_scores_gemma":[0.9997181,0.00004104705,0.00005970579,0.0000262289,0.0001285395,0.00002630089],"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":[0.0002053624,0.0000184571,0.001103082,0.00002763529,0.000008001284,0.00005732169,0.00005951385,0.0002954352,0.9965053,0.00002862942,0.0001037707,0.001587562],"study_design_scores_gemma":[0.000009923991,0.0002606245,0.04128464,0.000005575547,0.00002011987,0.0001105096,0.00009863693,0.004520349,0.9530082,0.00001022462,0.0006576928,0.0000135443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993393,0.000134654,0.0001275354,0.000006307752,0.000005912827,0.000002256691,0.00007124037,0.00001312489,0.0002995633],"genre_scores_gemma":[0.9988934,0.00006616842,0.0002205803,0.000006980834,0.000002708283,0.000003225909,0.00008118343,0.00000685207,0.0007188397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006060483,"threshold_uncertainty_score":0.01205039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004775739548165672,"score_gpt":0.1988634372549887,"score_spread":0.194087697706823,"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."}}