{"id":"W2045324891","doi":"10.1016/j.disc.2004.10.012","title":"Isotone relations revisited","year":2005,"lang":"en","type":"article","venue":"Discrete Mathematics","topic":"Constraint Satisfaction and Optimization","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University","funders":"","keywords":"Mathematics; Property (philosophy); Characterization (materials science); Fixed point; Product (mathematics); Discrete mathematics; Fixed-point theorem; Combinatorics; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001526879,0.000568751,0.0009280001,0.002331461,0.00398303,0.003475569,0.001669654,0.001737961,0.02758702],"category_scores_gemma":[0.005013409,0.0004217681,0.001048564,0.003414109,0.007729242,0.01155339,0.003598289,0.006827963,0.003044351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588732,"about_ca_system_score_gemma":0.0009926028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766012,"about_ca_topic_score_gemma":0.002482186,"domain_scores_codex":[0.9984528,0.0003703335,0.0000859251,0.000381696,0.0005341287,0.0001750974],"domain_scores_gemma":[0.9972394,0.001419965,0.000192381,0.0006579394,0.0003178791,0.0001724734],"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":[0.000002316191,0.000002153211,0.0000157469,0.000005850528,0.000001051972,0.000007968366,0.00006551853,0.00002974753,0.0000190274,0.9976503,0.0007436677,0.001456665],"study_design_scores_gemma":[0.000002305565,0.000002039737,0.0000465659,0.000007269108,0.000002070856,0.0000262573,0.00005313572,0.0001540621,0.00005021624,0.9912777,0.008376134,0.000002381487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03616869,0.005593776,0.1358308,0.0137094,0.001939471,0.00003611803,0.000306686,0.0002648462,0.8061502],"genre_scores_gemma":[0.7822503,0.005337413,0.04265615,0.005085209,0.002160726,0.0001370095,0.0005620166,0.0003673234,0.1614439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02758702,"threshold_uncertainty_score":0.09228778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192874473195536,"score_gpt":0.249245272980864,"score_spread":0.2373165282489086,"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."}}