{"id":"W2017601359","doi":"10.1090/tran/6585","title":"Quantitative visibility estimates for unrectifiable sets in the plane","year":2015,"lang":"en","type":"article","venue":"Transactions of the American Mathematical Society","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Defense Science and Engineering Graduate; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Defense; National Science Foundation","keywords":"Mathematics; Visibility; Plane (geometry); Geometry; Statistics; Geography; Meteorology","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":[0.003792771,0.00130348,0.001100311,0.007182511,0.0009828283,0.00506117,0.002867979,0.001497052,0.006624618],"category_scores_gemma":[0.0415424,0.001221249,0.001639037,0.002177958,0.004070638,0.01008131,0.00441529,0.003007747,0.000844576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003496661,"about_ca_system_score_gemma":0.0008689194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003396964,"about_ca_topic_score_gemma":0.002062304,"domain_scores_codex":[0.996405,0.0006494544,0.000205268,0.0009025084,0.001437573,0.0004002474],"domain_scores_gemma":[0.9650456,0.02338271,0.003895367,0.002387132,0.003841905,0.001447251],"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":[0.0002653739,0.00004568892,0.005047228,0.0005211783,0.00007613393,0.0002232808,0.0008686848,0.04920553,0.00978405,0.8965443,0.001824514,0.03559408],"study_design_scores_gemma":[0.00003268322,0.0001474887,0.007927733,0.0002721747,0.00009436699,0.0004969404,0.000607868,0.3564681,0.01239752,0.6123783,0.009035004,0.0001418209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1204813,0.001584906,0.8587426,0.0005159412,0.00007759667,0.00007392141,0.0006695701,0.0006658465,0.0171884],"genre_scores_gemma":[0.8108711,0.001368203,0.1791453,0.0001351718,0.0003421551,0.0001921198,0.001533285,0.0006564226,0.005756169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007182511,"threshold_uncertainty_score":0.02537018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05321020391888198,"score_gpt":0.3341455620645362,"score_spread":0.2809353581456542,"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."}}