{"id":"W1985127753","doi":"10.1111/j.1467-8659.2011.02015.x","title":"All‐Hex Mesh Generation via Volumetric PolyCube Deformation","year":2011,"lang":"en","type":"article","venue":"Computer Graphics Forum","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hexahedron; Polygon mesh; Distortion (music); Mesh generation; Grid; Computer science; Algorithm; Computational science; Computer graphics (images); Geometry; Mathematics; Finite element method; Engineering; 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":[0.0004141187,0.0004897868,0.0005365346,0.0005067934,0.0002920434,0.000694835,0.0007236856,0.0004126653,0.004038486],"category_scores_gemma":[0.000914151,0.0003240556,0.0005064225,0.0004326948,0.0005423917,0.0005551425,0.001383996,0.0005670224,0.0008913879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007379,"about_ca_system_score_gemma":0.0004719046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006481032,"about_ca_topic_score_gemma":0.0006769167,"domain_scores_codex":[0.9997308,0.00005172826,0.00001443129,0.00003237513,0.0001485051,0.00002221379],"domain_scores_gemma":[0.9996215,0.0001222192,0.0000294297,0.000116809,0.0000862627,0.00002372638],"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":[0.0001369611,0.00004679163,0.001082185,0.0002446313,0.00004394472,0.0003148687,0.0002485264,0.8297296,0.03654129,0.02862119,0.004375041,0.09861496],"study_design_scores_gemma":[0.00001162326,0.00002849501,0.0001228328,0.00001303337,0.000004442969,0.00008296646,0.00003731875,0.9719748,0.01690791,0.006537292,0.004269409,0.000009850797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03921725,0.0001035254,0.9504874,0.0001113015,0.0001073747,0.00009968717,0.0002057657,0.001511348,0.008156415],"genre_scores_gemma":[0.5021564,0.0002103417,0.4910897,0.00007915132,0.00002012845,0.000176349,0.0005990508,0.0007156815,0.004953147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004038486,"threshold_uncertainty_score":0.01351005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04238959625290566,"score_gpt":0.2620125620257338,"score_spread":0.2196229657728281,"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."}}