{"id":"W3201688646","doi":"10.1257/aer.20230039","title":"Treatment Effects in Market Equilibrium","year":2025,"lang":"en","type":"preprint","venue":"American Economic Review","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Booth University College","funders":"","keywords":"Estimator; Economics; Econometrics; Sensitivity (control systems); Consistency (knowledge bases); Market price; Microeconomics; Mathematics; Statistics","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":[0.05361584,0.00120831,0.003646068,0.001444947,0.001331124,0.003807892,0.002588858,0.005897249,0.04414651],"category_scores_gemma":[0.1841925,0.0008595712,0.002646485,0.001620353,0.00576888,0.007178383,0.002609846,0.004573046,0.001784356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003472896,"about_ca_system_score_gemma":0.002989943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002185285,"about_ca_topic_score_gemma":0.001125326,"domain_scores_codex":[0.9467657,0.04222389,0.001178913,0.005902825,0.002545428,0.001383328],"domain_scores_gemma":[0.8259554,0.1505507,0.01002501,0.01011837,0.002580081,0.0007704622],"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":[0.001296107,0.0004962369,0.002666216,0.001041038,0.0005901209,0.0001449598,0.0003417127,0.02359893,0.0006403698,0.8800499,0.005376552,0.08375776],"study_design_scores_gemma":[0.001236925,0.0008848167,0.002768632,0.0002798892,0.0004510655,0.00007476275,0.0001271585,0.0521497,0.0007980255,0.9340169,0.00715533,0.00005677971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08284221,0.003620328,0.8293793,0.01381294,0.001189734,0.004589276,0.00281245,0.0009828109,0.06077093],"genre_scores_gemma":[0.8127413,0.001686565,0.1607714,0.003832237,0.0006087177,0.006753629,0.0003963208,0.0001230131,0.01308669],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05361584,"threshold_uncertainty_score":0.283551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0823559128946701,"score_gpt":0.4248523175273293,"score_spread":0.3424964046326592,"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."}}