{"id":"W4413306205","doi":"10.46298/dmtcs.15222","title":"The Price of Upwardness","year":2025,"lang":"en","type":"article","venue":"Discrete Mathematics & Theoretical Computer Science","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Mathematics; Combinatorics; Statistics","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":[0.003661627,0.001166231,0.00134767,0.0006850737,0.001686825,0.004355069,0.003512785,0.002664813,0.02024146],"category_scores_gemma":[0.03737384,0.001133454,0.001729227,0.00131125,0.004149318,0.01786632,0.005100539,0.006379084,0.003942769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187584,"about_ca_system_score_gemma":0.001419389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222337,"about_ca_topic_score_gemma":0.002236644,"domain_scores_codex":[0.9923173,0.001974498,0.0003167651,0.001900206,0.002636986,0.0008541718],"domain_scores_gemma":[0.9523707,0.02854545,0.002413771,0.01238666,0.003319533,0.0009638068],"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":[0.0006986565,0.0002531125,0.004544446,0.0008931331,0.0001120169,0.0005884512,0.001149079,0.04859561,0.01754608,0.5524482,0.0433019,0.3298695],"study_design_scores_gemma":[0.0001156428,0.0002722896,0.001145692,0.0001742509,0.00008704611,0.0008896086,0.0007744877,0.06446556,0.009662483,0.8664146,0.05592853,0.00006987497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2941556,0.005214369,0.5174792,0.05992661,0.001004692,0.0003232601,0.002249402,0.006024878,0.1136219],"genre_scores_gemma":[0.8109924,0.002623237,0.1607186,0.004422609,0.0006942472,0.0002885355,0.0017289,0.001734608,0.01679694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02024146,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009311488017264506,"score_gpt":0.2696363289331886,"score_spread":0.2603248409159241,"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."}}