{"id":"W2808959126","doi":"10.1080/16864360.2018.1486961","title":"Fast and cross-vendor OpenCL-based implementation for voxelization of triangular mesh models","year":2018,"lang":"en","type":"article","venue":"Computer-Aided Design and Applications","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Parallel computing; Computation; Context (archaeology); Computational science; Algorithm","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":[0.0001616165,0.00009490721,0.0001443035,0.00008864925,0.0001309562,0.0000607225,0.00007465625,0.00003924249,0.000006514936],"category_scores_gemma":[0.000002999361,0.00009745274,0.000034981,0.0001524012,0.00004921097,0.0001000288,0.00001454427,0.0000245835,0.00000131259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001102545,"about_ca_system_score_gemma":0.0000158681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007222268,"about_ca_topic_score_gemma":0.000002565634,"domain_scores_codex":[0.9994016,0.00001682398,0.0002378382,0.0001762256,0.00006102774,0.0001064891],"domain_scores_gemma":[0.9995345,0.00009221885,0.00004906276,0.0001473735,0.0001275621,0.00004921284],"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":[0.00001746595,0.00003964577,0.00007909419,0.0001281913,0.00007034196,9.063001e-8,0.0002515209,0.7891899,0.006818565,0.00470918,0.0007058694,0.1979901],"study_design_scores_gemma":[0.0006517468,0.00005809102,0.00005821336,0.00001255876,0.00004560853,5.070829e-7,0.00001539831,0.9863312,0.008559365,0.003927663,0.000241724,0.00009789174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00912658,0.0001491893,0.9899642,0.00003597318,0.00001964479,0.0005696272,0.00003133861,0.00007872636,0.00002473704],"genre_scores_gemma":[0.8495674,0.00003319379,0.1499108,0.00004825044,0.0001063788,0.000229199,0.00007560277,0.00001616814,0.00001302174],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8404408,"threshold_uncertainty_score":0.3974007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03414817504593116,"score_gpt":0.303306571006995,"score_spread":0.2691583959610639,"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."}}