{"id":"W3011381676","doi":"10.1257/mic.20200148","title":"Robust Minimal Instability of the Top Trading Cycles Mechanism","year":2022,"lang":"en","type":"article","venue":"American Economic Journal Microeconomics","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Robustness (evolution); Computer science; Stability (learning theory); Context (archaeology); Instability; Mathematical optimization; Mechanism (biology); Mathematics; Chemistry; 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":[0.003640773,0.0004800377,0.0008187793,0.001371581,0.001088307,0.002733805,0.001455825,0.001032001,0.005667618],"category_scores_gemma":[0.0187763,0.0002668427,0.000823197,0.0008174517,0.002327447,0.00422042,0.002182915,0.001375892,0.0004555465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157639,"about_ca_system_score_gemma":0.001026888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008586469,"about_ca_topic_score_gemma":0.0004089978,"domain_scores_codex":[0.9973585,0.0009805065,0.000178467,0.0005933771,0.0005997845,0.0002893092],"domain_scores_gemma":[0.9913042,0.004352231,0.002005464,0.0009340198,0.0009080227,0.0004960028],"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":[0.0001812747,0.00004374982,0.001821009,0.00009275395,0.00006252425,0.0001114385,0.0003117382,0.03659191,0.005146544,0.9326026,0.0008719475,0.02216243],"study_design_scores_gemma":[0.00004746885,0.0001036706,0.0008271557,0.0000230008,0.00002666105,0.00009312927,0.0001104794,0.1880243,0.002640614,0.8067827,0.00128816,0.00003273178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2842298,0.0002509042,0.6954064,0.0007151756,0.00004631782,0.0001547084,0.0002336161,0.0002810932,0.01868186],"genre_scores_gemma":[0.9630127,0.00007879948,0.03445872,0.0000997075,0.00004397273,0.0001426145,0.00008489823,0.00003650382,0.002042178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005667618,"threshold_uncertainty_score":0.01925445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855793128738419,"score_gpt":0.2073904250999983,"score_spread":0.1788324938126141,"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."}}