{"id":"W4407412302","doi":"10.2514/6.2025-1109","title":"Feature Based and Goal Oriented Mesh Adaptation for High Pressure Turbines Applications","year":2025,"lang":"en","type":"article","venue":"","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Computer science; Adaptation (eye); Feature (linguistics); Distributed computing","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":[0.00004024832,0.00007537747,0.00009684719,0.00005395453,0.00004911453,0.00003518749,0.00003472871,0.00006474041,0.00001622159],"category_scores_gemma":[0.000009727701,0.00006594537,0.00002315742,0.0001204981,0.000006540052,0.00006227925,0.000003592257,0.00003394445,0.000002377994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008951753,"about_ca_system_score_gemma":0.00001094245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001565431,"about_ca_topic_score_gemma":0.00002103911,"domain_scores_codex":[0.9996691,0.000007993289,0.00009011397,0.0001057622,0.00004909324,0.00007795932],"domain_scores_gemma":[0.9997125,0.0000723506,0.00001380143,0.0001083802,0.0000675874,0.00002543024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001155133,0.00005155427,0.0009339132,0.0009348523,0.000352353,2.675581e-7,0.0001657476,0.604877,0.009754016,0.2746819,0.06003287,0.04810005],"study_design_scores_gemma":[0.00076667,0.000007034633,0.001405503,0.00001173402,0.00003397126,1.163026e-7,0.00003739572,0.8258047,0.0003694562,0.0002345138,0.1712657,0.0000632977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0009121082,0.0004477232,0.9902553,0.0006987571,0.0001469915,0.0009685702,0.0000279865,0.0003323077,0.00621023],"genre_scores_gemma":[0.9896621,0.000003584581,0.00265145,0.00007558037,0.00005613971,0.0003854677,0.00007573458,0.000009316244,0.007080613],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.98875,"threshold_uncertainty_score":0.2689174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004112773285162298,"score_gpt":0.2127682038555161,"score_spread":0.2086554305703538,"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."}}