{"id":"W2114113716","doi":"10.1145/2504459.2504507","title":"Isosurface stuffing improved","year":2013,"lang":"en","type":"article","venue":"","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Isosurface; Tetrahedron; Computer science; Discretization; Animation; Computer graphics (images); Molecular graphics; Simple (philosophy); Graphics; Quality (philosophy); Domain (mathematical analysis); Computer graphics; Computational science; Algorithm; Artificial intelligence; Mathematics; Visualization; Geometry; Physics; Mathematical analysis","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":[0.00008778555,0.00006669683,0.00006341867,0.00006964369,0.00006030994,0.0003247384,0.000529595,0.00002595778,0.00007342525],"category_scores_gemma":[0.000005647558,0.00005576609,0.00003153124,0.0002922937,0.000009543503,0.0004952127,0.000257761,0.00004272786,0.00007088953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006342173,"about_ca_system_score_gemma":0.0000132976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001168537,"about_ca_topic_score_gemma":0.000002759671,"domain_scores_codex":[0.9994501,0.00001598875,0.0001208518,0.0001919362,0.0000861054,0.0001349622],"domain_scores_gemma":[0.9994575,0.00002266591,0.00003152571,0.0003386047,0.00009811465,0.00005162636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[7.710897e-8,0.00002460724,0.0004701143,0.000002619616,0.000003972157,2.709087e-7,0.0001262367,6.324228e-7,0.001173734,0.9434277,0.007221596,0.04754843],"study_design_scores_gemma":[0.0000859242,0.00005664457,0.002622364,0.000004355303,5.727587e-7,0.000002186823,0.000008128285,0.9485914,0.01086856,0.0317974,0.005805946,0.0001565727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005671518,0.00003375818,0.9891823,0.0004880383,0.000102457,0.0001337064,6.286368e-8,0.0007454058,0.003642741],"genre_scores_gemma":[0.8374696,0.00001031398,0.1607058,0.001019251,0.00001934935,0.00002056903,4.21263e-7,0.000005058455,0.0007495721],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9485907,"threshold_uncertainty_score":0.313146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259905032683193,"score_gpt":0.2589320503061882,"score_spread":0.2463329999793563,"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."}}