{"id":"W1590505239","doi":"10.1007/978-3-540-74472-6_7","title":"Shortest Path Queries Between Geometric Objects on Surfaces","year":2007,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Shortest path problem; Combinatorics; Surface (topology); Path (computing); Euclidean geometry; Face (sociological concept); Mathematics; Genus; Computer science; 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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001623605,0.0007108617,0.0006740235,0.002648136,0.0003356319,0.001242461,0.00533132,0.000309735,0.0000236754],"category_scores_gemma":[0.0001311369,0.0006283293,0.0001407712,0.002246396,0.0006431352,0.001207535,0.002332053,0.0009104416,0.0001675444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000255367,"about_ca_system_score_gemma":0.0002535113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003422465,"about_ca_topic_score_gemma":0.00006008282,"domain_scores_codex":[0.9945843,0.00002944882,0.0005998657,0.002009559,0.001772579,0.001004296],"domain_scores_gemma":[0.9964354,0.0009230655,0.000318335,0.001907405,0.0001777489,0.0002380274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002841374,0.00003210958,0.0005117489,0.00002568079,0.00002061602,0.0002057107,0.0002072406,0.004531933,0.000006720481,0.01373259,0.00009687826,0.9806259],"study_design_scores_gemma":[0.002233863,0.004350569,0.02508949,0.003432591,0.0001475869,0.0001181484,0.000003544136,0.5359873,0.007055468,0.3356869,0.07549571,0.01039892],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001809281,0.0003420794,0.9811378,0.0002569965,0.001918939,0.000411896,0.00002380177,0.0002916984,0.01543587],"genre_scores_gemma":[0.3659703,0.0002212471,0.6267756,0.002400734,0.001921898,0.00001116549,0.00008306723,0.000101078,0.002514957],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.970227,"threshold_uncertainty_score":0.9997944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260386802131227,"score_gpt":0.2616404646236558,"score_spread":0.2290365966023435,"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."}}