{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003571173,0.0002585117,0.0004894568,0.0004932946,0.00009888906,0.0000136465,0.001012153,0.0002971516,0.002890261],"category_scores_gemma":[0.00003514754,0.0002492054,0.0002776171,0.000826152,0.0009297316,0.00006032341,0.0003661588,0.0003187869,0.00516961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361453,"about_ca_system_score_gemma":0.000239953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009521185,"about_ca_topic_score_gemma":0.001745457,"domain_scores_codex":[0.9985377,0.0001110176,0.0001443896,0.0003688227,0.0005480408,0.0002900647],"domain_scores_gemma":[0.9983915,0.00008441643,0.0004896171,0.0008216694,0.0001181719,0.00009464379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006621586,0.0000485013,0.00002711365,0.0003804572,0.0004506172,0.00005778361,0.0006722544,9.547058e-7,0.0002140148,0.01314718,0.9840552,0.0008797449],"study_design_scores_gemma":[0.0003373833,0.00003266652,0.00009212127,0.000640233,0.000311552,0.000006311711,0.003934768,0.00001951301,0.00002345427,0.00047713,0.9938816,0.0002433099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002182146,0.003394755,0.0002318978,0.0001774394,0.0004946463,0.0003491544,0.001133399,0.0002871632,0.9937133],"genre_scores_gemma":[0.002435632,0.0003423089,0.0008991431,0.00000445887,0.00005491672,1.746674e-7,0.00002213836,0.0005274079,0.9957138],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01267005,"threshold_uncertainty_score":0.999996,"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."}}