{"id":"W2025492463","doi":"10.1134/s0036029509030136","title":"The study of liquidus and solidus surfaces of the four-component system Fe-Ni-Cu-S. Part 1. Graphing of meltability in the three-component system Fe-Ni-Cu","year":2009,"lang":"en","type":"article","venue":"Russian Metallurgy (Metally)","topic":"Material Science and Thermodynamics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nickel Institute","funders":"","keywords":"Solidus; Liquidus; Component (thermodynamics); Metallurgy; Materials science; Thermodynamics; Physics","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":[0.00008383104,0.0001537107,0.0001861462,0.0004232609,0.0003224887,0.0002262365,0.0002097725,0.0001827485,0.00158282],"category_scores_gemma":[0.0002159303,0.0001130251,0.0001508876,0.000226769,0.0004188735,0.000261152,0.0001545466,0.0002446479,0.0001478997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000214787,"about_ca_system_score_gemma":0.0001220379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001294462,"about_ca_topic_score_gemma":0.001163109,"domain_scores_codex":[0.9999317,0.000007887455,0.000002359071,0.00001436483,0.00003178444,0.00001184315],"domain_scores_gemma":[0.999944,0.00002326495,0.000008649852,0.000005656359,0.00001260988,0.00000574801],"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":[0.0001095908,0.00001564065,0.000983268,0.0001005426,0.000009754548,0.00007822613,0.0001220964,0.001174005,0.9928068,0.0007441436,0.00006767544,0.003788314],"study_design_scores_gemma":[0.000007505731,0.0002323112,0.0148701,0.000005977452,0.00001522192,0.0001682163,0.0001520518,0.01076853,0.9713663,0.0005355121,0.001868439,0.000009854512],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966199,0.0003684128,0.001747079,0.00001752634,0.000004131744,0.00001015512,0.00007807234,0.00003673541,0.001118013],"genre_scores_gemma":[0.9983428,0.0001493827,0.000693351,0.000003529417,0.000002357053,0.000008812372,0.0001478525,0.00001132461,0.0006405853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00158282,"threshold_uncertainty_score":0.005295098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286584564888686,"score_gpt":0.206263658760191,"score_spread":0.1933978131113041,"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."}}