{"id":"W2137333732","doi":"10.1109/infcom.2011.5935232","title":"Seen as stable marriages","year":2011,"lang":"en","type":"article","venue":"","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Matching (statistics); Closing (real estate); Computer science; Game theory; Simple (philosophy); Stability (learning theory); Function (biology); Transferable utility; Management science; Mathematical optimization; Mathematical economics; Operations research; Economics; Mathematics; Machine learning","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":[0.001715478,0.0004691641,0.001008915,0.001373953,0.005957504,0.004967868,0.001619841,0.002801179,0.03799326],"category_scores_gemma":[0.007519547,0.0005725498,0.001089752,0.001799987,0.0050445,0.007057537,0.00490112,0.002337867,0.00529826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149359,"about_ca_system_score_gemma":0.001108485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503514,"about_ca_topic_score_gemma":0.001720575,"domain_scores_codex":[0.9967521,0.001095328,0.0001592446,0.0008987157,0.0004686866,0.0006260002],"domain_scores_gemma":[0.997382,0.0006494564,0.0003834503,0.0007361702,0.0003601811,0.0004888233],"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":[0.00001361672,0.00001181997,0.0002126636,0.00001463854,0.000009219283,0.00009480161,0.0003878113,0.0004287109,0.0001781571,0.9914312,0.001481951,0.005735413],"study_design_scores_gemma":[0.00001562995,0.00001354226,0.0001324131,0.00001731028,0.000007000385,0.0001303809,0.0003295052,0.002466002,0.0001301301,0.9725087,0.02423994,0.000009368729],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1000451,0.001507597,0.5058189,0.004227795,0.0009620313,0.0005875516,0.0008824081,0.0007328652,0.3852358],"genre_scores_gemma":[0.8060413,0.001142646,0.1086203,0.001616245,0.0003507986,0.0007566151,0.0008315797,0.0002945199,0.08034596],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03799326,"threshold_uncertainty_score":0.1271001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0807555906832923,"score_gpt":0.2019875780895596,"score_spread":0.1212319874062673,"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."}}