{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"dcc6a9af9927","filters":{"venue":"GTAP working paper series"}},"results":[{"id":"W4383570577","doi":"10.21642/gtap.wp83","title":"Impacts of Possible Chinese Protection on US Soybeans","year":2018,"lang":"en","type":"report","venue":"GTAP working paper series","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"China; International trade; Tonne; Agricultural economics; Business; Geography; Economics","authors":[{"name":"Farzad Taheripour","is_ca":false},{"name":"Wally Tyner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03713979318046227,"gpt":0.2531512919063352,"spread":0.2160114987258729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000308097,0.0002854581,0.0003342044,0.00002654408,0.0002347669,0.00008908693,0.0002041556,0.0003281645,0.0004341037],"category_scores_gemma":[0.0001672133,0.0001053226,0.0001677882,0.0004168364,0.00009115705,0.00008000063,0.00006638418,0.0002063368,0.00002475188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006356234,"about_ca_system_score_gemma":0.00006000734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007621904,"about_ca_topic_score_gemma":0.003180715,"domain_scores_codex":[0.9983705,0.00005101346,0.0003589699,0.0003721292,0.0005777035,0.0002697001],"domain_scores_gemma":[0.9990953,0.00004357188,0.0004029855,0.0001262782,0.0002683474,0.00006349431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004951231,0.0003832235,0.2275966,0.0003199662,0.0002784027,0.00001240114,0.0009035816,0.00001642859,0.4899398,0.0001037064,0.01126884,0.2686819],"study_design_scores_gemma":[0.00007602049,0.000847444,0.7869976,0.0005296977,0.0000259388,0.00001668208,0.0001012906,0.000001536582,0.00555267,0.0004917795,0.2050292,0.0003301355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701646,0.0004035651,5.747764e-7,0.0002910907,0.001096684,0.000368709,0.00003616465,0.00008015319,0.02755844],"genre_scores_gemma":[0.9941521,0.0005454997,0.00004709026,0.00006829778,0.002022906,0.00003644939,0.0001674748,0.000004682084,0.002955536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.559401,"threshold_uncertainty_score":0.4753132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1535053762","doi":"10.21642/gtap.wp11","title":"The East Asian Economic Crisis: It's not All Bad News","year":2000,"lang":"en","type":"report","venue":"GTAP working paper series","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Financial crisis; Government (linguistics); Debt; Debt crisis; Business; Economics; Development economics; Economic policy; Economy; Geography; Finance; Macroeconomics","authors":[{"name":"Elena Ianchovichina","is_ca":false},{"name":"Thomas W. Hertel","is_ca":false},{"name":"Robert McDougall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09147660983157757,"gpt":0.2412889701822401,"spread":0.1498123603506625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001008174,0.0008031058,0.001401628,0.0002285312,0.0006350104,0.001178543,0.001252566,0.0007602589,0.002018314],"category_scores_gemma":[0.00006611094,0.0008171475,0.0007183279,0.0001427104,0.000199103,0.0005600697,0.000229659,0.0008223954,0.00601467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009048596,"about_ca_system_score_gemma":0.0003573523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647346,"about_ca_topic_score_gemma":0.006577083,"domain_scores_codex":[0.9953257,0.00003484057,0.002054062,0.001307638,0.0001116429,0.001166095],"domain_scores_gemma":[0.9969255,0.00006291812,0.001196021,0.001542881,0.00003308786,0.0002396285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001649536,0.00007489058,0.009353475,0.0001160574,0.001346226,0.0000495911,0.001463959,0.0003071083,9.83212e-7,0.05129062,0.9138185,0.02201357],"study_design_scores_gemma":[0.0002518757,0.00006215042,0.003029499,0.00009075527,0.0000526265,0.00008220378,0.000807905,0.000009231047,0.00000275401,0.007681446,0.9870032,0.0009263268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001245433,0.01411741,0.000005703428,0.03862772,0.009395836,0.0004718837,0.0006096428,0.000182435,0.9353439],"genre_scores_gemma":[0.6273533,0.2211021,0.000786264,0.01453111,0.0103378,0.0004819857,0.0007557644,0.0007411939,0.1239104],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8114336,"threshold_uncertainty_score":0.9998583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383570573","doi":"10.21642/gtap.wp84","title":"How Differing Trade Policies May Impact U.S. Agriculture: The Potential Economic Impacts of TPP, USMCA, and NAFTA","year":2018,"lang":"en","type":"report","venue":"GTAP working paper series","topic":"Global Political and Economic Relations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Protectionism; International trade; General partnership; Mercantilism; Administration (probate law); Political science; Economics; Business; Law","authors":[{"name":"Maksym Chepeliev","is_ca":false},{"name":"Wally Tyner","is_ca":false},{"name":"Dominique van der Mensbrugghe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02655971488695967,"gpt":0.2882869688244584,"spread":0.2617272539374987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004934979,0.0003423912,0.0005607355,0.00006598177,0.0008538308,0.0006345086,0.0003782695,0.0004307639,0.0001544659],"category_scores_gemma":[0.0001893794,0.0002178062,0.0003204927,0.0001097779,0.001268969,0.0003945825,0.0001569666,0.0003150906,0.00001179301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004311663,"about_ca_system_score_gemma":0.0005734412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591968,"about_ca_topic_score_gemma":0.009630138,"domain_scores_codex":[0.9981111,0.0001194734,0.0004140962,0.0003425588,0.00031511,0.0006976124],"domain_scores_gemma":[0.9989071,0.0001318135,0.0003802689,0.0002998381,0.00005052422,0.0002304451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003760703,0.0003610067,0.2507986,0.001016736,0.005949749,0.00006118412,0.07353724,0.0004011969,0.002364741,0.2264259,0.4127834,0.0259242],"study_design_scores_gemma":[0.0001378881,0.0001044081,0.2223418,0.000223105,0.0002067498,0.00006513319,0.004224569,0.000002416424,0.00004440582,0.004210168,0.767975,0.0004643668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7261807,0.006084986,0.000004534735,0.02776984,0.004461402,0.0007359031,0.0003347167,0.0001503237,0.2342776],"genre_scores_gemma":[0.9853229,0.005397229,0.00002850882,0.00007560982,0.002999462,0.00001285016,0.00002841722,0.00002588031,0.006109152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3551917,"threshold_uncertainty_score":0.9906334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}