{"id":"W7135182133","doi":"10.4230/lipics.gd.2024.13","title":"The Price of Upwardness","year":2024,"lang":"en","type":"other","venue":"KOPS (University of Konstanz)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Planarity testing; Monotone polygon; Bipartite graph; Directed acyclic graph; Planar graph; Monotonic function; Planar; Crossing number (knot theory); Bounded function; Quadratic equation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002451598,0.0008994862,0.001005845,0.0005846398,0.001484185,0.003684496,0.002524473,0.001933478,0.0221728],"category_scores_gemma":[0.02373518,0.0008214308,0.001298488,0.001178192,0.003232566,0.01262846,0.003805503,0.005393766,0.004409889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755957,"about_ca_system_score_gemma":0.00133982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002269532,"about_ca_topic_score_gemma":0.00261421,"domain_scores_codex":[0.9953039,0.001192835,0.0001753703,0.001221649,0.001474658,0.0006316042],"domain_scores_gemma":[0.9692861,0.01680421,0.001570946,0.009178055,0.002386682,0.0007739958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005755816,0.0002123545,0.00381285,0.0006641382,0.00007437375,0.0005818784,0.0008272731,0.0342178,0.01820687,0.5332597,0.04597547,0.3615918],"study_design_scores_gemma":[0.0001093369,0.0002523102,0.001469594,0.0001635056,0.00008450591,0.001013142,0.0007942938,0.05942248,0.01243987,0.8507447,0.07343838,0.00006789891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.3395082,0.004569591,0.4160299,0.0650453,0.0009152766,0.0002733254,0.002312436,0.006279206,0.1650668],"genre_scores_gemma":[0.8464896,0.002294275,0.1211575,0.003637502,0.000531079,0.0001838571,0.001535329,0.001484939,0.02268592],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0221728,"threshold_uncertainty_score":0.07417542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008203712845507107,"score_gpt":0.1954324101825424,"score_spread":0.1872286973370353,"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."}}