{"id":"W2394787162","doi":"10.4028/www.scientific.net/kem.693.884","title":"Simulation and Experimental Verification of W9Mo3Cr4V HSS Temperature Field in Cryogenic Treatment","year":2016,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Workbench; Cryogenic treatment; Thermocouple; Fluent; Materials science; Work (physics); Cryogenic temperature; Cryogenics; Process (computing); Mechanical engineering; Temperature measurement; Nuclear engineering; Computer simulation; Mechanics; Computer science; Simulation; Engineering; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001289038,0.00009688953,0.0001652,0.00004594275,0.00001426249,0.00002712642,0.00005050833,0.00005437231,0.0003619347],"category_scores_gemma":[0.00005837958,0.00006103716,0.00001555251,0.0000323696,0.00001368701,0.0001226617,0.00001917305,0.00001011732,0.00001718834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003191637,"about_ca_system_score_gemma":0.000007787849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004952158,"about_ca_topic_score_gemma":0.000001270664,"domain_scores_codex":[0.9994435,0.00003014277,0.0002050547,0.0001417053,0.00007086789,0.0001086983],"domain_scores_gemma":[0.999725,0.00007327667,0.00003803627,0.0001248667,0.00001354205,0.00002528485],"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":[0.00005711453,0.00001926663,0.0000762055,0.00002460155,0.000003490621,7.090039e-7,0.0002578487,0.001881772,0.9974247,0.0001103732,0.000002989973,0.0001409413],"study_design_scores_gemma":[0.0003191614,0.0001267109,0.001689108,0.00005793756,0.00000377253,0.000001135509,0.00001313472,0.0001376787,0.9974116,0.000009879008,0.0001480651,0.00008183334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991395,0.0002437172,0.00008878657,0.00003685893,0.0002910208,0.0001327035,0.00001589566,0.00003105055,0.00002043691],"genre_scores_gemma":[0.9993982,0.00002030673,0.0003892388,0.000007352305,0.00005102215,0.00002626402,0.000002508677,0.00001015248,0.00009500331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001744093,"threshold_uncertainty_score":0.3962931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607556426590551,"score_gpt":0.2405994352550062,"score_spread":0.2245238709891007,"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."}}