{"id":"W2067197858","doi":"10.1145/2508363.2508388","title":"PolyCut","year":2013,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Networks of Centres of Excellence of Canada; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Mitacs","keywords":"Base (topology); Computation; Computer science; Graph; Polyhedron; Packing problems; Unary operation; Algorithm; Mathematical optimization; Mathematics; Theoretical computer science; Discrete mathematics; Combinatorics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000579903,0.001646724,0.000958995,0.001194751,0.001018977,0.002559591,0.002838959,0.001678804,0.05992997],"category_scores_gemma":[0.002356807,0.0007761817,0.001399034,0.00122507,0.0007864007,0.001993453,0.003057116,0.00220555,0.01313716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034004,"about_ca_system_score_gemma":0.001280273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002120047,"about_ca_topic_score_gemma":0.005070666,"domain_scores_codex":[0.9990394,0.0001070625,0.0000525471,0.0002440601,0.0004569376,0.00009997273],"domain_scores_gemma":[0.9993933,0.0001563649,0.00004866808,0.0001836663,0.0001642792,0.00005356799],"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":[0.0002982782,0.0001521335,0.000992458,0.0009768426,0.0001095848,0.0003375326,0.0001835264,0.1327706,0.00936762,0.2112822,0.1247012,0.518828],"study_design_scores_gemma":[0.0001147963,0.0001697357,0.0004482637,0.0002128066,0.00004552427,0.0006254083,0.0001439216,0.4609008,0.01188951,0.1892532,0.3361338,0.0000621661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.005683422,0.0009205778,0.9343476,0.0004242882,0.0004676502,0.0003405263,0.001912661,0.007195998,0.04870739],"genre_scores_gemma":[0.1023884,0.001488387,0.8217357,0.0009923273,0.0001952055,0.001043273,0.01064663,0.006414552,0.05509553],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.05992997,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009130069048395553,"score_gpt":0.2226307038066004,"score_spread":0.2135006347582049,"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."}}