{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002478262,0.0002492011,0.0008388618,0.0002501833,0.0006243925,0.00009719919,0.001123283,0.00004439654,0.001430152],"category_scores_gemma":[0.00005818225,0.0002694484,0.0004894899,0.0001479957,0.0003672682,0.0002611529,0.0003359072,0.0006186441,0.00009069013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068222,"about_ca_system_score_gemma":0.0001502268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003428314,"about_ca_topic_score_gemma":0.00002953547,"domain_scores_codex":[0.997246,0.0001693128,0.001613176,0.0004676438,0.00003227621,0.0004715982],"domain_scores_gemma":[0.9964725,0.0001670856,0.00261284,0.0006049707,0.00001616354,0.0001264699],"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":[0.0002349737,0.0003122944,0.378716,0.00004381058,0.0005502624,0.000004720447,0.003514477,0.018832,0.0007477281,0.5913559,0.00178367,0.003904202],"study_design_scores_gemma":[0.007153769,0.001788879,0.1862198,0.00009088235,0.0001781229,0.002426834,0.03425033,0.02515923,0.004378423,0.5427827,0.1915467,0.004024255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912871,0.0003144415,0.0004398946,0.0007965241,0.002650316,0.0002379595,0.0003899175,0.00002116175,0.003862748],"genre_scores_gemma":[0.9983414,0.0000408252,0.0006519379,0.0003709648,0.0002325678,0.0000178052,0.000003619042,0.00005081732,0.0002900445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1924962,"threshold_uncertainty_score":0.9999758,"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."}}