{"id":"W7096559614","doi":"","title":"Author manuscript, published in "17th Canadian Conference on Computational Geometry- CCCG'2005 (2005)" An Experimental Assessment of the 2D Visibility Complex","year":2005,"lang":"en","type":"article","venue":"","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asymptote; Visibility; Disjoint sets; Notice; Range (aeronautics); Function (biology); Plane (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002046976,0.0006646614,0.001633799,0.001385093,0.001630603,0.004981326,0.001251748,0.000817595,0.2367104],"category_scores_gemma":[0.008650587,0.0005232388,0.0004154085,0.002185625,0.001396741,0.002511265,0.002244549,0.001034284,0.04045274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390563,"about_ca_system_score_gemma":0.001814131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005822515,"about_ca_topic_score_gemma":0.01762087,"domain_scores_codex":[0.9990155,0.0001150632,0.00005357849,0.0002183243,0.0004935446,0.0001040663],"domain_scores_gemma":[0.9954472,0.001046383,0.0001394319,0.001246832,0.001677587,0.0004425663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005749027,0.0001399519,0.001444031,0.0004732847,0.0000765815,0.0002952029,0.0002731472,0.009143418,0.009879709,0.03721917,0.762415,0.1780658],"study_design_scores_gemma":[0.0001871658,0.0002820665,0.004227019,0.0002545953,0.00005214934,0.0005947244,0.000584321,0.07683925,0.02751365,0.04528644,0.8440348,0.0001438882],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06342307,0.006771382,0.3520386,0.0240334,0.07234497,0.0005829575,0.03158095,0.0193073,0.4299173],"genre_scores_gemma":[0.1864198,0.004938283,0.2063823,0.002000805,0.00184596,0.0002797077,0.01814097,0.0108795,0.5691127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2367104,"threshold_uncertainty_score":0.791875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1875975028794324,"score_gpt":0.38931378521366,"score_spread":0.2017162823342276,"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."}}