{"id":"W2950264684","doi":"10.1016/j.jallcom.2019.06.228","title":"Effect of Co-alloying Ti and V on microstructure, mechanical and tribological properties of (Wx,Tiy,V1-x-y)C–Co alloys: A combined theoretical and experimental study","year":2019,"lang":"en","type":"article","venue":"Journal of Alloys and Compounds","topic":"Advanced materials and composites","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"High Performance Computing Platform of Jiangsu University; Jiangsu University","keywords":"Materials science; Carbide; Alloy; Microstructure; Hot pressing; Metallurgy; Fracture toughness; Hot isostatic pressing; Crystallography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003317426,0.0002059142,0.0006599628,0.00006485711,0.00004528334,0.00005407419,0.00008750059,0.00008082991,0.00001440316],"category_scores_gemma":[0.00001566008,0.0001317417,0.00004819723,0.00003131954,0.0001917225,0.00009359775,0.00006955241,0.000169744,1.945086e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001246323,"about_ca_system_score_gemma":0.00000613165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001883476,"about_ca_topic_score_gemma":1.876756e-7,"domain_scores_codex":[0.9989897,0.0001064317,0.0004227518,0.0001484408,0.0001845426,0.0001481543],"domain_scores_gemma":[0.9994966,0.0001590728,0.0001260563,0.00009071932,0.00003333726,0.00009419517],"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":[0.001788985,0.0001604004,0.003321717,0.0001854997,0.0001279174,0.00001222049,0.0003629249,0.00004555135,0.992246,0.001489352,0.00001028768,0.0002491147],"study_design_scores_gemma":[0.006600595,0.02066721,0.006551248,0.000323009,0.0001094564,0.0003500984,0.0006837769,0.0009539769,0.9623852,0.001029378,0.00005918411,0.0002868127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979455,0.001565763,0.00002428198,0.00001808128,0.0001029463,0.0002544571,0.000004769574,0.00001226565,0.00007191753],"genre_scores_gemma":[0.9994823,0.0001951875,0.0002472838,0.00001806904,0.00003275272,0.000003014702,8.135294e-7,0.00001721665,0.000003343144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02986078,"threshold_uncertainty_score":0.537227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006661694982830156,"score_gpt":0.2394195525690668,"score_spread":0.2327578575862367,"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."}}