{"id":"W163840106","doi":"10.1007/978-3-642-16007-3","title":"Transactions on computational science IX: special issue on Voronoi diagrams in science and engineering","year":2010,"lang":"en","type":"book","venue":"DIAL (Catholic University of Leuven)","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Voronoi diagram; Science and engineering; Computer science; Data science; Management science; Engineering; Engineering ethics; Mathematics; Geometry","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":[0.0005838393,0.0001808435,0.0002141472,0.001208416,0.0003731007,0.0001168838,0.0008486364,0.0001253317,0.00002726786],"category_scores_gemma":[0.00005883097,0.0002309909,0.00005601169,0.0008688883,0.0007059869,0.0004894207,0.00009210479,0.0004228451,0.00002825959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003598837,"about_ca_system_score_gemma":0.001644698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003505691,"about_ca_topic_score_gemma":0.00006441258,"domain_scores_codex":[0.9981287,0.00001921431,0.0001548557,0.0005874365,0.0008678082,0.0002420302],"domain_scores_gemma":[0.9990661,0.0001431634,0.0001158283,0.0002603155,0.0002672244,0.0001473836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005283773,0.0002633757,0.000008039709,0.00004915379,0.00001392261,0.00004788325,0.0059706,0.2028899,0.001114807,0.04681403,0.0004539879,0.7423215],"study_design_scores_gemma":[0.002322298,0.0009595515,0.01366554,0.0003896318,0.00004128036,0.00006005803,0.00008187984,0.3454317,0.001340477,0.004260227,0.6299688,0.001478513],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2676977,0.00006808626,0.5982609,0.002124558,0.007074049,0.001531686,0.0001629443,0.000260359,0.1228197],"genre_scores_gemma":[0.8704266,0.00008840871,0.06973577,0.0004490293,0.003859387,0.000003248673,0.00008096663,0.00005068648,0.05530591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7408429,"threshold_uncertainty_score":0.9419534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008055123692342646,"score_gpt":0.196620505482115,"score_spread":0.1885653817897724,"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."}}