{"id":"W2358468497","doi":"","title":"Numerical Simulation of Temperature Distribution in Skin Tissue Generated by Different Shape Continuum Laser","year":2014,"lang":"en","type":"article","venue":"Jiguang zazhi","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Laser; Thermal conduction; Materials science; Gauss; Plane (geometry); Thermal; Optics; Heat transfer; Physics; Mechanics; Geometry; Mathematics; Thermodynamics; Composite material","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":[0.00008756849,0.0001371445,0.0002114748,0.00003644772,0.00001921387,0.00003546952,0.00009046137,0.0001451163,0.00005098645],"category_scores_gemma":[0.000045479,0.0001221407,0.00002189932,0.0001494884,0.00001709605,0.00009601776,0.00001641102,0.000113045,0.000007412056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006532799,"about_ca_system_score_gemma":0.000003954577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003423161,"about_ca_topic_score_gemma":0.000009763256,"domain_scores_codex":[0.9993083,0.00004453897,0.0002399184,0.0001375784,0.000110998,0.0001586192],"domain_scores_gemma":[0.999713,0.00003188386,0.0000410781,0.0001391885,0.00003985408,0.00003500989],"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":[0.00003052641,0.00009867673,0.0009858962,0.0001939044,0.00001448515,0.000001975033,0.0001267259,0.03493066,0.9465156,0.00005414468,0.01101687,0.006030512],"study_design_scores_gemma":[0.0002466113,0.00003669532,0.003649115,0.00005614317,0.000006431912,4.495242e-7,0.000002390098,0.249295,0.7435504,0.0001257769,0.002881478,0.0001494771],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866765,0.00005406884,0.01244875,0.00003302367,0.0001590253,0.0001224541,0.00004915822,0.000337013,0.0001199915],"genre_scores_gemma":[0.9992291,0.000004007801,0.0001672369,0.00001991623,0.000083125,0.00001478337,0.000400451,0.00002681195,0.00005461546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2143644,"threshold_uncertainty_score":0.4980751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00474208624999597,"score_gpt":0.2245688895992055,"score_spread":0.2198268033492095,"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."}}