{"id":"W2624897769","doi":"","title":"Isogeometric Shape Optimization","year":2010,"lang":"en","type":"article","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Isogeometric analysis; Computer science; Engineering; Finite element method; Structural engineering","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":[0.0009646515,0.001492288,0.001603827,0.001726526,0.000673512,0.002032517,0.001066929,0.001756505,0.01112743],"category_scores_gemma":[0.002882196,0.0006968972,0.001229304,0.001191919,0.001334242,0.001303131,0.002651056,0.001934276,0.00335205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093363,"about_ca_system_score_gemma":0.001252502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844915,"about_ca_topic_score_gemma":0.001867537,"domain_scores_codex":[0.9993273,0.0001804595,0.00002413616,0.0001504651,0.0002432425,0.00007429641],"domain_scores_gemma":[0.9994426,0.0001986943,0.0000440156,0.0001097432,0.0001452342,0.0000596956],"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":[0.0002780447,0.0001288059,0.0008476097,0.0002711078,0.0001142898,0.0001023151,0.0001307551,0.4907613,0.006460548,0.2026808,0.0149926,0.2832318],"study_design_scores_gemma":[0.00003262322,0.00008129662,0.000427193,0.00004875154,0.00002717049,0.0001088873,0.00006034151,0.8482295,0.002786805,0.1331923,0.01497617,0.00002895228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02590298,0.0008856592,0.9243333,0.0005651928,0.0002621086,0.00009540385,0.0002828279,0.0004816237,0.04719079],"genre_scores_gemma":[0.5141814,0.001413164,0.3989687,0.0005117267,0.0002720052,0.0004177883,0.001872798,0.001703297,0.08065916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01112743,"threshold_uncertainty_score":0.03722489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006369120972614506,"score_gpt":0.1903284072280128,"score_spread":0.1839592862553983,"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."}}