{"id":"W3110015222","doi":"10.1145/3414685.3417810","title":"DHFSlicer","year":2020,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Slab; Wafer; Embedding; Block (permutation group theory); Fabrication; Process (computing); Surface (topology); Computer science; Decomposition; Materials science; Geometry; Mechanical engineering; Engineering drawing; Mathematics; Engineering; Structural engineering; Optoelectronics; Artificial intelligence; Chemistry","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":[0.00006276061,0.00008041411,0.00006637646,0.0001093338,0.0001657788,0.00006658213,0.0004782231,0.00004180703,0.0000443958],"category_scores_gemma":[0.00002269524,0.00008122948,0.00007629801,0.001000615,0.00001728693,0.0002662959,0.000007715352,0.0001533236,0.0001102602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007270558,"about_ca_system_score_gemma":0.0000353362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000246251,"about_ca_topic_score_gemma":0.000003356543,"domain_scores_codex":[0.9992969,0.00002909094,0.000116041,0.0002395555,0.0002083502,0.0001100598],"domain_scores_gemma":[0.999395,0.00009354611,0.0000247083,0.0003182642,0.00006026061,0.000108191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005168402,0.0004473452,0.0001023846,0.00004149591,0.0001442092,0.00002277704,0.002700889,0.08821676,0.00328593,0.3043719,0.005849826,0.5947648],"study_design_scores_gemma":[0.001828476,0.001165359,0.004700578,0.00002743977,0.00006303938,0.00004372183,0.00008350215,0.6069192,0.03248683,0.0960495,0.2555222,0.001110174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002562865,0.00003260193,0.97637,0.02017839,0.0002279563,0.00006915688,0.000003542492,0.0001894868,0.0003659949],"genre_scores_gemma":[0.9417477,0.00004151167,0.04845632,0.009597798,0.00006843548,0.00001211418,0.0000034556,0.000005936149,0.00006667925],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9391849,"threshold_uncertainty_score":0.3312442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03950997828536335,"score_gpt":0.2540276153097634,"score_spread":0.2145176370244001,"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."}}