{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"78d039e845fd","filters":{"venue":"Topics in Macroeconomics"}},"results":[{"id":"W2080567617","doi":"10.2202/1534-6013.1142","title":"Optimal Time-Consistent Taxation with International Mobility Of Capital","year":2005,"lang":"en","type":"article","venue":"Topics in Macroeconomics","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Economics; Capital (architecture); Government spending; Government (linguistics); Productivity; Monetary economics; Revenue; Macroeconomics; Finance; Market economy; Welfare","authors":[{"name":"Paul Klein","is_ca":true},{"name":"Vincenzo Quadrini","is_ca":false},{"name":"José-Víctor Ríos-Rull","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01528977639560684,"gpt":0.2132256189611762,"spread":0.1979358425655693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003293447,0.0001275983,0.0003282351,0.0001758295,0.00002563757,0.00003042048,0.0002497368,0.00009081925,0.0005519299],"category_scores_gemma":[0.00004741883,0.0001519216,0.00007645916,0.00005301873,0.0001035357,0.0002893209,0.00006519734,0.0001316806,0.0003841029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931224,"about_ca_system_score_gemma":0.00002363265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001272749,"about_ca_topic_score_gemma":0.0001099416,"domain_scores_codex":[0.998732,0.000007091153,0.0007202484,0.0003136558,0.00001745961,0.0002095309],"domain_scores_gemma":[0.9991408,0.00003012951,0.0004979135,0.0002643314,0.0000178654,0.00004895631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001446464,0.0003831054,0.4429994,0.00004016229,0.0001185268,0.000002194129,0.001464719,0.01830569,0.00002086264,0.5320273,0.0005101779,0.003983219],"study_design_scores_gemma":[0.005887433,0.0003819432,0.5740852,0.0000509474,0.00001929136,0.00003848843,0.000390786,0.1639779,0.002182471,0.1541779,0.09741874,0.00138888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176922,0.00006241693,0.000230417,0.001494335,0.0001764772,0.0001430425,0.000126995,0.0000139932,0.08006015],"genre_scores_gemma":[0.9933367,0.00002099484,0.005013833,0.0002353332,0.0002646036,0.0000168012,0.00002687522,0.0000151302,0.001069769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3778494,"threshold_uncertainty_score":0.6195182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122889158","doi":"10.2202/1534-5998.1462","title":"Equilibrium Wage Dispersion: An Example","year":2006,"lang":"en","type":"article","venue":"Topics in Macroeconomics","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Georgetown University; Université du Québec à Montréal; University of Pennsylvania; National Science Foundation","keywords":"Economics; Wage dispersion; Efficiency wage; Wage; Unemployment; Reservation; Productivity; Dispersion (optics); Reservation wage; Labour economics; General equilibrium theory; Variable (mathematics); Real wages; Microeconomics; Econometrics; Computer science; Mathematics; Macroeconomics","authors":[{"name":"Damien Gaumont","is_ca":false},{"name":"Martin Schindler","is_ca":false},{"name":"Randall Wright","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09547903801850291,"gpt":0.3512930379150571,"spread":0.2558139998965542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009455129,0.00008604992,0.0001489587,0.0001095694,0.0000756579,0.0001471664,0.0005381944,0.00006442475,0.001201884],"category_scores_gemma":[0.00004164901,0.00007999697,0.00005203276,0.0001961611,0.0001002419,0.000345729,0.0001003237,0.0001046054,0.0006098558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005416564,"about_ca_system_score_gemma":0.00002535552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002359605,"about_ca_topic_score_gemma":0.0004797236,"domain_scores_codex":[0.9987945,0.00006724373,0.0004598897,0.0003789342,0.0001191831,0.00018027],"domain_scores_gemma":[0.9989573,0.0001849842,0.0001115139,0.0006576839,0.00003348459,0.00005506912],"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":[0.00001680027,0.0001133418,0.0263379,0.000001264982,0.000002078104,0.000003214459,0.0002720592,0.003007099,0.0005201141,0.924879,0.004204935,0.04064216],"study_design_scores_gemma":[0.0002154416,0.00001690749,0.01226866,0.000001216385,0.000001774514,0.000005399644,0.0004350916,0.003362957,0.001382996,0.6568725,0.3252943,0.0001427467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637858,0.00002555975,0.002134753,0.001009944,0.0002731354,0.0001027077,0.00001095189,0.00003455314,0.03262263],"genre_scores_gemma":[0.9865681,0.000004048126,0.0016855,0.000279125,0.0004404336,0.0000138786,0.00001484541,0.000008679756,0.01098538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3210894,"threshold_uncertainty_score":0.9997112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}