{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"38f0d2722395","filters":{"venue":"Empirica"}},"results":[{"id":"W2117876110","doi":"10.1007/s10663-007-9041-4","title":"The effect of capital requirement regulation on the transmission of monetary policy: evidence from Austria","year":2007,"lang":"en","type":"article","venue":"Empirica","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Institut für Weltwirtschaft; Freie Universität Berlin","keywords":"Capitalization; Monetary policy; Quarter (Canadian coin); Public finance; Economics; Monetary economics; Monetary base; Capital (architecture); Macroeconomics","authors":[{"name":"Philipp Engler","is_ca":false},{"name":"Terhi Jokipii","is_ca":false},{"name":"Christian Merkl","is_ca":false},{"name":"Pablo Rovira Kaltwasser","is_ca":false},{"name":"Lúcio Vinhas de Souza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03930030008308169,"gpt":0.2820525210279786,"spread":0.2427522209448969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002665703,0.0001126178,0.0002315808,0.0001207865,0.0001458433,0.00001603667,0.0002877956,0.00007332879,0.000110428],"category_scores_gemma":[0.0006513397,0.00007298043,0.0001194961,0.0004152301,0.0001616195,0.00009097127,0.00002774255,0.0000928212,0.00002088495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188446,"about_ca_system_score_gemma":0.00002427715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023939,"about_ca_topic_score_gemma":0.00002981493,"domain_scores_codex":[0.998664,0.00008097226,0.0006870977,0.0002565512,0.0001244982,0.0001868338],"domain_scores_gemma":[0.9971644,0.001758462,0.0004513378,0.0005618266,0.00003293385,0.00003105907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001256835,0.0003278848,0.8024848,0.0001459093,0.0001928675,0.000001169818,0.01503939,0.006111535,0.007375123,0.07911628,0.002720128,0.08522808],"study_design_scores_gemma":[0.0002857329,0.0004194262,0.961696,0.00008049519,0.00001018157,2.261469e-7,0.0000327831,0.002184804,0.01487349,0.01784039,0.002474751,0.0001017652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903151,0.00163267,0.003161391,0.003020413,0.0001426331,0.000390235,0.00002097502,0.00001318857,0.001303425],"genre_scores_gemma":[0.9995787,0.00008405888,0.0001303489,0.00002486929,0.00008547631,0.000005656184,0.000005085011,0.00001003391,0.00007583138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1592111,"threshold_uncertainty_score":0.2976056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2750618870","doi":"10.1007/s10663-019-09431-y","title":"Is fiscal policy in the euro area Ricardian?","year":2019,"lang":"en","type":"article","venue":"Empirica","topic":"Fiscal Policies and Political Economy","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Economics; Government debt; Public finance; Ricardian equivalence; Convergence (economics); Financial crisis; Government (linguistics); Period (music); Macroeconomics; Autoregressive model; Debt; Monetary economics; Econometrics","authors":[{"name":"Nikki Panjer","is_ca":false},{"name":"Leo de Haan","is_ca":false},{"name":"Jan Jacobs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04429113466666316,"gpt":0.2658115227116748,"spread":0.2215203880450116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002699113,0.000135082,0.0003154039,0.0001792703,0.00004875266,0.00007312468,0.0003853009,0.0000871425,0.001473378],"category_scores_gemma":[0.00008982121,0.0001139687,0.0001704043,0.0004004378,0.00006056247,0.0001053649,0.00007032967,0.0002138017,0.008803384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007594951,"about_ca_system_score_gemma":0.00001637278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009053163,"about_ca_topic_score_gemma":0.00001174729,"domain_scores_codex":[0.998772,0.00002265709,0.0004066408,0.0003014729,0.00003502296,0.000462268],"domain_scores_gemma":[0.9991807,0.0001518317,0.00008814526,0.0004874954,0.000005218803,0.00008657028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005728265,0.00007684562,0.2447166,0.00001476861,0.00001717432,0.000003341536,0.001563035,0.00001727773,8.171224e-7,0.5338274,0.2194484,0.0003085904],"study_design_scores_gemma":[0.0002201265,0.00004209973,0.1798706,0.000003007036,0.0000011178,0.000003195651,0.00006886732,0.000355368,0.00000435292,0.05489318,0.7644009,0.0001371963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2120364,0.0002698243,0.00002851741,0.08246209,0.0001972006,0.0001917201,0.0001928641,0.00001920174,0.7046021],"genre_scores_gemma":[0.9558403,0.00003424992,0.00003446106,0.03888652,0.0002871714,0.00001710587,0.000008128238,0.0000164704,0.004875613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7438039,"threshold_uncertainty_score":0.9994394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011935392","doi":"10.1007/s10663-013-9236-9","title":"Output growth and investment dynamics in Finland: a panel data analysis","year":2013,"lang":"en","type":"article","venue":"Empirica","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Economics; Investment (military); Causality (physics); Panel data; Granger causality; Public finance; Econometrics; Panel analysis; Macroeconomics; Monetary economics; Political science","authors":[{"name":"Tahir Mahmood","is_ca":false},{"name":"Eatzaz Ahmad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08225166008512368,"gpt":0.2435723545585643,"spread":0.1613206944734406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004167102,0.0001338083,0.0004156913,0.0003948598,0.00004624201,0.0000842041,0.0003196977,0.00007302283,0.0002373301],"category_scores_gemma":[0.0001525516,0.0001488924,0.00004836744,0.0004357648,0.00005265971,0.000422561,0.0002400385,0.0001285974,0.0004927756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008956736,"about_ca_system_score_gemma":0.00001510218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003328661,"about_ca_topic_score_gemma":0.0006054782,"domain_scores_codex":[0.9986209,0.00002127708,0.0004247952,0.0006535516,0.00001924252,0.0002602446],"domain_scores_gemma":[0.9989243,0.00006414021,0.0001656291,0.0007296035,0.000009524199,0.0001068257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003163576,0.00005584946,0.9738018,0.00001490015,0.0001111234,0.000001317121,0.0001996364,0.00001017315,5.69466e-7,0.02185445,0.003317084,0.0006299435],"study_design_scores_gemma":[0.0003536819,0.00002765765,0.8598273,0.000002536041,0.00002495773,0.000001642252,0.0000685449,0.05651509,0.000002800518,0.07448554,0.00843402,0.0002562465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497231,0.001084279,0.001025657,0.005102367,0.0001062203,0.0002451694,0.0003321312,0.00002073032,0.04236033],"genre_scores_gemma":[0.9966193,0.0001444292,0.001111902,0.0009740806,0.00005193186,0.00002494127,0.0001467473,0.000011806,0.0009148386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1139745,"threshold_uncertainty_score":0.6333798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386496396","doi":"10.1007/s10663-023-09584-x","title":"A note on CO2 emissions using two new tests","year":2023,"lang":"en","type":"article","venue":"Empirica","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Unit root; Shock (circulatory); Path (computing); Structural break; Greenhouse gas; Economics; Econometrics; Wavelet; Computer science; Geology","authors":[{"name":"Peter S. Sephton","is_ca":true},{"name":"Tolga Omay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08436606233494817,"gpt":0.2980609971402888,"spread":0.2136949348053407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002563368,0.0001813543,0.0003167307,0.0003124948,0.0001439889,0.00004828564,0.0002592804,0.00009053927,0.0009127308],"category_scores_gemma":[0.0001677829,0.0002201826,0.0001171229,0.0004021358,0.00004004239,0.0001245739,0.000124732,0.0001616246,0.009782026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426825,"about_ca_system_score_gemma":0.00003891112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002624426,"about_ca_topic_score_gemma":0.00001954849,"domain_scores_codex":[0.9985418,0.00001219978,0.0004624843,0.0005357862,0.00003563112,0.0004120528],"domain_scores_gemma":[0.9988957,0.0001142287,0.0002390974,0.0005302395,0.000003655174,0.000217076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006257068,0.0004868114,0.3773825,0.00004842592,0.0002286859,0.0001106588,0.002466402,0.08189373,0.002862805,0.1542117,0.3706684,0.009577341],"study_design_scores_gemma":[0.001377372,0.0001074249,0.130281,0.00003960347,0.00001058193,0.000007608536,0.00003695544,0.02431551,0.0006039669,0.05224893,0.7902588,0.0007122746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8992428,0.000197841,0.001195568,0.004254297,0.0007103262,0.0001738297,0.00008749698,0.0002145963,0.09392332],"genre_scores_gemma":[0.9811568,0.0001013654,0.001968375,0.001470445,0.0003635709,0.00001173054,0.00002450371,0.00007034907,0.01483285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4195904,"threshold_uncertainty_score":0.9993762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945536722","doi":"10.1007/s10663-019-09449-2","title":"The burden of morbidity, productivity and earnings","year":2019,"lang":"en","type":"article","venue":"Empirica","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Bundesministerium für Verkehr, Innovation und Technologie; Technische Universität Wien; Bundesministerium für Wissenschaft, Forschung und Wirtschaft","keywords":"Earnings; Index (typography); Medicine; Residence; Population; Productivity; Health care; Quarter (Canadian coin); Demography; Public health; Gerontology; Environmental health; Economics; Geography; Nursing; Finance","authors":[{"name":"Florian Endel","is_ca":false},{"name":"Jürgen Holl","is_ca":false},{"name":"Michael Wagner-Pinter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05650875122826018,"gpt":0.4032939333149889,"spread":0.3467851820867288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004489601,0.00005954239,0.0001291362,0.00001681546,0.0004586237,0.000002635372,0.00007948129,0.00003679164,0.000106206],"category_scores_gemma":[0.0001719815,0.00003525642,0.0000205267,0.00007614389,0.00007878453,0.00004031405,0.0001988437,0.0001867861,0.0001751613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001167625,"about_ca_system_score_gemma":0.00003550195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005272283,"about_ca_topic_score_gemma":0.00004094285,"domain_scores_codex":[0.9992684,0.0001493724,0.0001484113,0.0001294641,0.0001207331,0.0001835987],"domain_scores_gemma":[0.9992102,0.0003910146,0.0001072546,0.0001954712,0.00007232192,0.00002370832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001801579,0.000008302587,0.9105675,0.00006574477,0.0000209073,1.69155e-7,0.006987995,8.211438e-7,0.000361015,0.0002505113,0.08055373,0.001165284],"study_design_scores_gemma":[0.000138771,0.00004142438,0.5097291,0.00002525859,0.000005459137,1.214717e-7,0.0009293511,0.000004012601,0.00003158682,0.0002675714,0.4887905,0.00003686297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420819,0.0002731958,0.00000171713,0.02838854,0.0003110567,0.0003718087,0.000002515631,0.00002804944,0.02854119],"genre_scores_gemma":[0.9691344,0.00009605765,0.00001157875,0.00007271848,0.0002446932,0.00002121489,9.12074e-7,0.000007269025,0.03041108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4082367,"threshold_uncertainty_score":0.3527409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}