{"id":"W1998195206","doi":"10.1145/1944846.1944855","title":"Frame-based elastic models","year":2011,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Seventh Framework Programme","keywords":"Skinning; Computer science; Degrees of freedom (physics and chemistry); Quaternion; Discretization; Finite element method; Animation; Displacement field; Classical mechanics; Computer vision; Artificial intelligence; Computer graphics (images); Geometry; Mathematics; Mathematical analysis; Physics; Mechanical engineering; Structural engineering; 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":[0.000305007,0.000765927,0.0006943253,0.0009632577,0.0004986998,0.001259832,0.00181915,0.001886773,0.01202336],"category_scores_gemma":[0.0009230663,0.0005618182,0.001078655,0.0007149057,0.0006436147,0.001783457,0.001358183,0.001051173,0.003162593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004467308,"about_ca_system_score_gemma":0.0004664121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002653441,"about_ca_topic_score_gemma":0.002692005,"domain_scores_codex":[0.9996905,0.0000473213,0.00001588306,0.00006174322,0.0001511148,0.00003346487],"domain_scores_gemma":[0.9997877,0.00005064343,0.0000311648,0.00005904065,0.00004991984,0.00002147941],"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":[0.00004079755,0.0000463685,0.0002990299,0.00008211285,0.00003280793,0.0002197364,0.0001158748,0.6312887,0.009616087,0.3168093,0.003540341,0.03790886],"study_design_scores_gemma":[0.00001007357,0.00002078116,0.00009097169,0.00001418784,0.00001039773,0.00008127886,0.00001468328,0.9503887,0.001339394,0.0301286,0.01788481,0.00001611471],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005546495,0.0002749957,0.9732801,0.0001744999,0.0001581265,0.00004677951,0.0002824746,0.0003824813,0.01985391],"genre_scores_gemma":[0.3987944,0.002580413,0.4882701,0.0004861786,0.0003217087,0.0004655869,0.001501582,0.0008479749,0.106732],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01202336,"threshold_uncertainty_score":0.04022217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04603880830795862,"score_gpt":0.2118384416440272,"score_spread":0.1657996333360686,"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."}}