{"meta":{"query_hash":"71561a804d09","filters":{"venue":"Speech"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/71561a804d09","api":"https://metacan.xera.ac/api/v1/cohort?venue=Speech"},"results":[{"id":"W1536524473","doi":"","title":"The U.S. economy in the aftermath of the financial crisis","year":2012,"lang":"en","type":"article","venue":"Speech","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Financial crisis; Financial system; Economics; Business; Keynesian economics","score_opus":0.01884063750141426,"score_gpt":0.2202183965169432,"score_spread":0.20137775901552893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1536524473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8478703,0.0016750144,0.000016125447,0.005274125,0.0006673188,0.00020389,0.000044903012,0.000005691209,0.14424263],"genre_scores_gemma":[0.9972718,0.00008246661,0.000025147769,0.0017810444,0.00033071966,0.00002345876,8.835692e-7,0.000008274069,0.00047624897],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991357,0.00004609703,0.00041012926,0.00011269837,0.000009646888,0.00028575296],"domain_scores_gemma":[0.9990717,0.0001508895,0.00022442685,0.00052190205,0.000006092374,0.000024968813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014262608,0.000089191824,0.00017057858,0.00004560097,0.00014320214,0.00003750054,0.0006021812,0.00006039042,0.00016245077],"category_scores_gemma":[0.00009192678,0.000053206666,0.00012421291,0.00013786477,0.00008846016,0.00016534598,0.00007418378,0.00016614153,0.00038600992],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007763965,0.00003325387,0.047675703,0.0000062166314,0.000007149432,1.8051033e-7,0.002125904,0.000003647576,0.0000013453167,0.94424695,0.004768868,0.0011229921],"study_design_scores_gemma":[0.00021649964,0.000011830206,0.12992711,0.0000040839445,0.000003468703,0.000007499482,0.00045413952,0.000024137804,0.0002587114,0.36811033,0.50086325,0.00011895115],"about_ca_topic_score_codex":0.00019874166,"about_ca_topic_score_gemma":0.00016944842,"teacher_disagreement_score":0.57613665,"about_ca_system_score_codex":0.000038002923,"about_ca_system_score_gemma":0.000016737058,"threshold_uncertainty_score":0.49615055},"labels":[],"label_agreement":null},{"id":"W2795104274","doi":"","title":"The Federal Reserve and Monetary Policy Communications: The Tangri Lecture, Rutgers University, New Brunswick, NJ. 01/17/2018","year":2018,"lang":"en","type":"article","venue":"Speech","topic":"Fiscal Policies and Political Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Monetary policy; Open market operation; Value (mathematics); Quantitative easing; Political science; Public administration; Economics; Computer science; Monetary economics; Central bank","score_opus":0.03258804506441478,"score_gpt":0.24170417548111808,"score_spread":0.2091161304167033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795104274","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021375643,0.0051704724,0.00020260294,0.19085878,0.00030270836,0.00033258993,0.000081970735,0.000051813986,0.7816234],"genre_scores_gemma":[0.95394266,0.0033283897,0.0011442399,0.00994894,0.0015356847,0.000002199607,0.00002102827,0.00003648123,0.03004036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990258,0.000037287056,0.00027498085,0.00022359895,0.000030706797,0.00040761352],"domain_scores_gemma":[0.99853903,0.00024498833,0.00012431803,0.000919531,0.000022375827,0.0001497551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030146973,0.0001350471,0.00019507488,0.00008253698,0.0009069883,0.0002015573,0.0008371405,0.00009934027,0.00013332757],"category_scores_gemma":[0.00011690128,0.00010441228,0.00008900069,0.0002524143,0.00079274835,0.00014622684,0.0004130252,0.00023508177,0.00042641128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021207146,0.000017577018,0.0072429306,0.000004953828,0.00006206976,9.2212485e-7,0.00034538328,0.000002635605,0.000002361848,0.86682004,0.12280387,0.0026760376],"study_design_scores_gemma":[0.0002732041,0.00007391996,0.0098634325,0.0000053624744,0.0000051930424,0.000007426871,0.000100868725,0.00066166476,0.00004467422,0.20515046,0.7836608,0.0001529699],"about_ca_topic_score_codex":0.05144371,"about_ca_topic_score_gemma":0.00675371,"teacher_disagreement_score":0.93256706,"about_ca_system_score_codex":0.00010547515,"about_ca_system_score_gemma":0.0001200859,"threshold_uncertainty_score":0.9548728},"labels":[],"label_agreement":null},{"id":"W2944504649","doi":"","title":"The U.S. Economy Three Months into 2018: a presentation at the Arkansas Bankers Association and Arkansas State Bank Department’s Day with the Commissioner, Little Rock, Ark","year":2018,"lang":"en","type":"article","venue":"Speech","topic":"Economic and Technological Developments in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Monetary policy; Economics; Surprise; Inflation (cosmology); Real gross domestic product; Yield curve; Current account; Keynesian economics; Monetary economics; Yield (engineering); Quarter (Canadian coin); Economy; Macroeconomics; Interest rate; Geography","score_opus":0.01156655466271637,"score_gpt":0.25430944300992403,"score_spread":0.24274288834720767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944504649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6723462,0.0005596195,0.00077284547,0.09557761,0.00064755086,0.0017477635,0.000019695897,0.00018732628,0.22814144],"genre_scores_gemma":[0.97430307,0.0005066168,0.00039092125,0.0007829719,0.00018216022,0.00012897,0.000012476294,0.000015345213,0.023677494],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986856,0.00020820825,0.00021985604,0.00027553304,0.00024390174,0.00036688522],"domain_scores_gemma":[0.998655,0.0006416268,0.0002442105,0.00031052675,0.00007427903,0.00007434434],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015530961,0.00014280053,0.00012913074,0.00002456446,0.0028027468,0.0002596392,0.00046581856,0.000113093956,0.0002411119],"category_scores_gemma":[0.00016131827,0.00006687475,0.00003628009,0.00018506756,0.0005618455,0.00019732844,0.00016194694,0.00019033797,0.00015827149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024247469,0.00011316265,0.29144627,0.000013088297,0.00060490024,0.0000067336105,0.022422316,0.00003254951,0.000047640762,0.040862203,0.41188532,0.23232333],"study_design_scores_gemma":[0.00031003976,0.00006263108,0.04460813,0.000010506394,0.000026332831,9.535097e-7,0.002554321,0.00013863276,0.00047354234,0.033154503,0.918501,0.0001593651],"about_ca_topic_score_codex":0.0012524007,"about_ca_topic_score_gemma":0.03429413,"teacher_disagreement_score":0.5066157,"about_ca_system_score_codex":0.00044811345,"about_ca_system_score_gemma":0.000114732844,"threshold_uncertainty_score":0.99849546},"labels":[],"label_agreement":null},{"id":"W3122512978","doi":"","title":"Headline Versus Core Inflation in the Conduct of Monetary Policy : Speech at the Business Cycles, International Transmission and Macroeconomic Policies Conference, HEC Montreal, Montreal, Canada","year":2007,"lang":"en","type":"article","venue":"Speech","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Headline; Inflation (cosmology); Monetary economics; Monetary policy; Transmission (telecommunications); Economics; Core (optical fiber); Core inflation; Business; Inflation targeting; Advertising; Telecommunications; Computer science","score_opus":0.038353877423968584,"score_gpt":0.2690033983750013,"score_spread":0.23064952095103272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122512978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9683898,0.0014017677,0.000021974543,0.0071798544,0.0002815019,0.00023209532,0.00044348335,0.000007164145,0.022042342],"genre_scores_gemma":[0.9975242,0.0011912029,0.00006231013,0.000497578,0.00019705313,0.0000041599583,0.000091138114,0.000011474367,0.00042088237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987359,0.000016717991,0.0006268253,0.00023534521,0.00008609071,0.00029908834],"domain_scores_gemma":[0.99920565,0.0001358882,0.00027903516,0.00025704672,0.00006750552,0.000054884735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004913151,0.00017398703,0.00031933835,0.00019441376,0.00012344721,0.000047600264,0.00033012853,0.00009108354,0.00009225713],"category_scores_gemma":[0.00007423805,0.0001334734,0.000051785653,0.00034223945,0.00013701114,0.00012707699,0.000065107706,0.00014025778,0.000008846857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023312834,0.0004247745,0.5034308,0.00019270429,0.0003196945,0.00010872389,0.015118231,0.0021461053,0.0013938807,0.21292941,0.064575665,0.19702871],"study_design_scores_gemma":[0.0010061165,0.000040313284,0.9355803,0.00001786928,0.00000790429,0.000020746715,0.0007315604,0.0004735907,0.00028825813,0.0050702197,0.056589045,0.00017405156],"about_ca_topic_score_codex":0.93531513,"about_ca_topic_score_gemma":0.91288054,"teacher_disagreement_score":0.43214953,"about_ca_system_score_codex":0.00024304505,"about_ca_system_score_gemma":0.00014151048,"threshold_uncertainty_score":0.5442887},"labels":[],"label_agreement":null}]}