{"id":"W3139985589","doi":"10.1111/jace.17828","title":"(W <sub>1‐x</sub> ,M <sub>x</sub> )C carbides with desired combinations of compatible density and properties – A first‐principles study","year":2021,"lang":"en","type":"article","venue":"Journal of the American Ceramic Society","topic":"Advanced materials and composites","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Hardfacing; Materials science; Carbide; Tungsten; Tungsten carbide; Thermal conductivity; Transition metal; Composite material; Metallurgy; Chemistry","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":[0.000271478,0.0003393814,0.0004560022,0.0002272448,0.0004454477,0.0005379618,0.0005028248,0.000508991,0.001247259],"category_scores_gemma":[0.0002312655,0.0002807019,0.0003414905,0.000272056,0.0003625932,0.0003849191,0.0002861613,0.0003891096,0.0001730933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004802475,"about_ca_system_score_gemma":0.0003484682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001597084,"about_ca_topic_score_gemma":0.002966522,"domain_scores_codex":[0.9999182,0.00001017512,0.000001947604,0.000009267873,0.00004435531,0.00001610977],"domain_scores_gemma":[0.9999361,0.00002357971,0.00001139003,0.00000797799,0.00001514459,0.000005759136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004550779,0.0005438591,0.003587516,0.003380199,0.0002116884,0.001209383,0.0003930859,0.3990322,0.4062991,0.1288495,0.006545101,0.04949334],"study_design_scores_gemma":[0.0001141592,0.0005238791,0.00161856,0.0000600806,0.00004627074,0.0001973429,0.0001657141,0.9317775,0.054667,0.005436233,0.005355426,0.00003776789],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577183,0.002540427,0.01841207,0.0003914278,0.00006974455,0.0001038066,0.0001887349,0.0001159482,0.02045942],"genre_scores_gemma":[0.9780527,0.001407771,0.01816166,0.00007591538,0.00001286761,0.0001138962,0.0001235401,0.00003596263,0.002015823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001597084,"threshold_uncertainty_score":0.004172504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464462135054648,"score_gpt":0.2027733564369686,"score_spread":0.1881287350864221,"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."}}