{"id":"W61072206","doi":"","title":"On bipartite generalized Ramsey theory.","year":2003,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Bipartite graph; Ramsey theory; Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007909961,0.0002112509,0.0002658257,0.00008276448,0.0002715048,0.00003604225,0.0002425856,0.0001245319,0.0006192944],"category_scores_gemma":[0.0009985687,0.0001654885,0.0001341925,0.000191697,0.00009375163,0.00005886165,0.00004654021,0.0002094471,0.00006055418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003238523,"about_ca_system_score_gemma":0.00002180454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001509125,"about_ca_topic_score_gemma":5.282396e-7,"domain_scores_codex":[0.9984847,0.0004111623,0.0002575509,0.0002628309,0.0002576027,0.0003261621],"domain_scores_gemma":[0.9983631,0.0007357168,0.0001013102,0.0006388724,0.00005517052,0.0001058183],"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":[0.00004629204,0.0000983,0.0001892042,0.00001325198,0.00005497484,0.000008754461,0.0003787898,0.000002179533,0.0001120326,0.9925467,0.006338844,0.000210688],"study_design_scores_gemma":[0.001131005,0.00009050486,0.00008403845,0.00001766224,0.0000304242,0.000007092474,0.00003374501,0.000008053234,0.003931395,0.987252,0.007196579,0.0002175112],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936511,0.0001174505,0.00007143043,0.00003831748,0.00268853,0.0002006275,0.000003354745,0.0001366454,0.06023261],"genre_scores_gemma":[0.9964371,0.00001417012,0.001187651,0.0004257859,0.00001073317,0.00002065209,0.000001864952,0.00004318071,0.001858838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05992609,"threshold_uncertainty_score":0.678084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231432097058579,"score_gpt":0.2802018678683466,"score_spread":0.2578875468977608,"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."}}