{"id":"W2739421143","doi":"10.1145/3072959.3073639","title":"FlowRep","year":2017,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Descriptive geometry; Curvature; Computer science; Surface (topology); Polygon mesh; Computer graphics; Geometry; Computer graphics (images); Isotropy; Graphics; Similarity (geometry); Artificial intelligence; Mathematics; Image (mathematics); Physics","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":[0.0006316415,0.001944015,0.001058442,0.002936775,0.001089461,0.00307437,0.003227877,0.001928583,0.03871092],"category_scores_gemma":[0.003804115,0.001129527,0.001766053,0.001711065,0.0008020966,0.003497467,0.002777876,0.001740395,0.01896433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009261594,"about_ca_system_score_gemma":0.001304868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003862815,"about_ca_topic_score_gemma":0.006459807,"domain_scores_codex":[0.9993345,0.00004645945,0.0000423985,0.0002078668,0.0002963303,0.00007249596],"domain_scores_gemma":[0.9992816,0.0001777159,0.0000538289,0.0002194652,0.0002234075,0.00004401992],"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":[0.0002329757,0.00009745383,0.001209902,0.0004778641,0.00009870382,0.0002432953,0.0002495834,0.03782909,0.007461762,0.03302972,0.07853055,0.8405391],"study_design_scores_gemma":[0.0001035939,0.0001435844,0.0007720747,0.0001338346,0.00004370406,0.0006169592,0.0001876243,0.7185546,0.01898735,0.06754392,0.1928342,0.00007862216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.003103042,0.0002843343,0.953876,0.0001512697,0.0001464831,0.0002136166,0.001696751,0.03245005,0.008078341],"genre_scores_gemma":[0.04636658,0.0004370364,0.9191482,0.0003136646,0.00009522817,0.0004207974,0.01156619,0.006918401,0.01473397],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.03871092,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03900963481026498,"score_gpt":0.3174028681974122,"score_spread":0.2783932333871472,"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."}}