{"id":"W65396729","doi":"","title":"Ramsey Sets for Matchings.","year":2000,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Advanced Topology and Set Theory","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Combinatorics; Mathematical economics","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":[0.0002501831,0.0001207505,0.0001940382,0.00002326648,0.0001568232,0.00001015621,0.0001708507,0.0001143061,0.000742208],"category_scores_gemma":[0.000143379,0.0001140255,0.00007558436,0.00005905128,0.00006627415,0.00009226442,0.00001794788,0.0001288858,0.000160596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000230745,"about_ca_system_score_gemma":0.00001589668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001859745,"about_ca_topic_score_gemma":0.000001253135,"domain_scores_codex":[0.9992732,0.00004561475,0.0001751115,0.0001775143,0.00007919838,0.0002494047],"domain_scores_gemma":[0.9991412,0.0004542255,0.00004747776,0.000269567,0.00003122516,0.00005630801],"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":[0.00006374482,0.00008888986,0.0000476269,0.00002282235,0.0000222988,0.000004071597,0.000340441,0.00000167743,0.00002982304,0.9865764,0.007097911,0.005704327],"study_design_scores_gemma":[0.0008757521,0.00006581627,0.00005326191,0.00001213738,0.00001895611,0.000009188316,0.00004629358,0.0000467277,0.0004141607,0.9841585,0.01416272,0.0001364405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776502,0.00007337282,0.0005284327,0.0003530596,0.0008690134,0.0003428716,0.00001149127,0.0002019108,0.0199696],"genre_scores_gemma":[0.9843082,0.00001291533,0.008131653,0.0003322805,0.00001287696,0.00005225349,0.000009853665,0.00003385728,0.007106048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01286355,"threshold_uncertainty_score":0.8126658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411487399600228,"score_gpt":0.3199532117136208,"score_spread":0.2958383377176185,"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."}}