{"id":"W2295628431","doi":"10.1093/comjnl/bxv048","title":"Planar and Quasi-Planar Simultaneous Geometric Embedding","year":2015,"lang":"en","type":"article","venue":"The Computer Journal","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Classics; Library science; Art history; Humanities; History; Art; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005423902,0.0007772963,0.0004551438,0.0008383244,0.0006609761,0.001622626,0.001206195,0.001211377,0.007927794],"category_scores_gemma":[0.003551822,0.0007159519,0.0007761476,0.001003852,0.002004897,0.004951664,0.003183235,0.001969601,0.0009250278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000609729,"about_ca_system_score_gemma":0.0004373768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005953024,"about_ca_topic_score_gemma":0.0008814408,"domain_scores_codex":[0.99878,0.0002115036,0.00006293785,0.0004139452,0.0003495082,0.0001822114],"domain_scores_gemma":[0.9975786,0.0007186956,0.000441374,0.0006182706,0.000402354,0.0002407216],"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":[0.0002288884,0.00008876606,0.001672032,0.0002957873,0.00004537191,0.0007151915,0.0005399249,0.03879884,0.01953894,0.8789573,0.003133203,0.05598569],"study_design_scores_gemma":[0.000074687,0.0003630557,0.003538768,0.00008573334,0.00008927253,0.002522412,0.001276606,0.1568373,0.01451458,0.7765977,0.04401856,0.00008134884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2747386,0.0005557368,0.6745172,0.0009705124,0.000154789,0.0001387727,0.0007652093,0.0004531451,0.04770597],"genre_scores_gemma":[0.8328232,0.000553224,0.1505231,0.0002203814,0.0001015475,0.0001552315,0.001094755,0.00013077,0.01439785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007927794,"threshold_uncertainty_score":0.02652115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920011313105515,"score_gpt":0.267559525543737,"score_spread":0.2383594124126818,"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."}}