{"id":"W4405644971","doi":"10.4230/lipics.socg.2025.20","title":"Contiguous Boundary Guarding","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Ottawa; Carleton University; University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Trafikverket; Vetenskapsrådet; National Science Foundation","keywords":"Boundary (topology); Geography; Mathematics; Mathematical analysis","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":[0.0004111067,0.001115985,0.001155345,0.0008489706,0.001323462,0.002226492,0.002735193,0.00166278,0.01869998],"category_scores_gemma":[0.002428428,0.0006312614,0.00133048,0.00116846,0.001887003,0.004458733,0.003918982,0.00240656,0.004324821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009485468,"about_ca_system_score_gemma":0.0009827984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002935322,"about_ca_topic_score_gemma":0.003041553,"domain_scores_codex":[0.9988953,0.0001457127,0.00005580203,0.000309721,0.0003562835,0.0002370952],"domain_scores_gemma":[0.9990221,0.0002900171,0.0001196459,0.0003431491,0.00009920854,0.0001257581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004416306,0.0001934748,0.001683951,0.0007674327,0.00006744818,0.001029886,0.0007749431,0.3053303,0.02230219,0.3455927,0.03265448,0.2891615],"study_design_scores_gemma":[0.00007440143,0.0003075462,0.0008789974,0.000243162,0.00007127763,0.001680611,0.0005336066,0.5282246,0.01896254,0.2614159,0.1875114,0.0000959937],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03179034,0.001576509,0.8935024,0.0007470661,0.0003727888,0.0002341093,0.001008499,0.002603876,0.06816439],"genre_scores_gemma":[0.3666041,0.001528508,0.6009162,0.0004589169,0.0001402869,0.0002756453,0.002264743,0.0009923469,0.02681932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01869998,"threshold_uncertainty_score":0.06255764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06183518571393905,"score_gpt":0.1909521734211407,"score_spread":0.1291169877072016,"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."}}