{"id":"W2167387938","doi":"10.1109/pccga.2003.1238302","title":"Voxelization in common sampling lattices","year":2004,"lang":"en","type":"article","venue":"","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Polygon mesh; Social connectedness; Lattice (music); Cartesian coordinate system; Computer science; Hexagonal crystal system; Hexagonal lattice; Theoretical computer science; Mathematics; Algorithm; Computer graphics (images); Geometry; Physics; Crystallography","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":[0.0001207525,0.00003751277,0.00007409872,0.0001643218,0.00002992843,0.00006762264,0.000347078,0.00002257261,0.00003874737],"category_scores_gemma":[0.00003220624,0.00002712057,0.00001866193,0.001367038,0.00001049084,0.0003059358,0.0001149219,0.00003741169,0.00007131814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001700377,"about_ca_system_score_gemma":0.000006992143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004532908,"about_ca_topic_score_gemma":0.0003402204,"domain_scores_codex":[0.9995363,0.00001089297,0.0001117048,0.0001460503,0.00009306986,0.0001019837],"domain_scores_gemma":[0.9997223,0.00004228888,0.00002196365,0.0001742355,0.00001202797,0.00002715268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[9.314398e-7,0.0001109017,0.02206159,0.000002903881,0.00000571792,0.000008881969,0.0001295954,0.01359043,0.0000613519,0.8889171,0.00003579929,0.0750748],"study_design_scores_gemma":[0.001022949,0.000139956,0.3134296,0.00002445065,0.00001145288,0.000008592426,0.0001103564,0.0437043,0.001497069,0.6308577,0.008744232,0.0004493255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08638452,0.00005600505,0.9089798,0.001568877,0.00003649699,0.00002162769,4.595025e-7,0.00006692922,0.002885322],"genre_scores_gemma":[0.9504482,0.00001491944,0.04906261,0.0003821141,0.000009446746,0.000001178425,0.000003915598,7.520592e-7,0.00007692838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8640636,"threshold_uncertainty_score":0.1105945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03872903221566794,"score_gpt":0.29451887655011,"score_spread":0.2557898443344421,"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."}}