{"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":"863f12da864d","filters":{"venue":"Revista Mexicana de Economía y Finanzas"}},"results":[{"id":"W4302011065","doi":"10.21919/remef.v17i4.794","title":"Climate Change in North America: Risks, Impacts, and Adaptation. A Reflection Based on the IPCC Report AR6 – 2022","year":2022,"lang":"en","type":"article","venue":"Revista Mexicana de Economía y Finanzas","topic":"Climate Change and Health Impacts","field":"Environmental Science","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":"Climate change; Vulnerability (computing); Geography; Scope (computer science); Adaptation (eye); Environmental resource management; Climatology; Environmental science; Oceanography","authors":[{"name":"Simone Lucatello","is_ca":false},{"name":"Roberto Sánchez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1010670628417965,"gpt":0.3204464602988323,"spread":0.2193793974570359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002793824,0.001126895,0.000480586,0.002179285,0.001010958,0.003995941,0.0008069479,0.002577031,0.00299322],"category_scores_gemma":[0.003844024,0.0003353322,0.0006249716,0.004207855,0.001884186,0.004733877,0.001973324,0.003906788,0.0005908281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003462923,"about_ca_system_score_gemma":0.004794771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05503776,"about_ca_topic_score_gemma":0.065883,"domain_scores_codex":[0.9989624,0.0002829045,0.00009381768,0.0001011347,0.0004614615,0.00009826515],"domain_scores_gemma":[0.9980859,0.0005673676,0.000339459,0.0000977063,0.0007940304,0.000115518],"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":[0.0001220338,0.0000881089,0.01417366,0.003170118,0.0001485704,0.0002848082,0.00578251,0.002535369,0.001100954,0.06204396,0.6466832,0.2638668],"study_design_scores_gemma":[0.00000972428,0.00003005103,0.02873605,0.001893872,0.0000796426,0.0001664952,0.002912445,0.0004529138,0.0003032891,0.01919581,0.9461783,0.00004150413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.007438597,0.5518052,0.002859587,0.3607775,0.016849,0.00006400105,0.005272602,0.0002171113,0.05471636],"genre_scores_gemma":[0.1599379,0.7524456,0.01150913,0.03657552,0.01491119,0.0003121466,0.005323287,0.000149475,0.01883574],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9449623,"threshold_uncertainty_score":0.1094348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3172704008","doi":"10.21919/remef.v16i3.608","title":"Public Deficits in USMCA Economies During the COVID-19 Economic Crisis","year":2021,"lang":"en","type":"article","venue":"Revista Mexicana de Economía y Finanzas","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Universidad Nacional Autónoma de México; Ministerio de Economía y Competitividad; World Bank Group","keywords":"Economics; Fiscal policy; Coronavirus disease 2019 (COVID-19); Balance (ability); Macroeconomics; Monetary economics; Economy","authors":[{"name":"Juan Alberto Vázquez Muñóz","is_ca":false},{"name":"Nancy Ivonne Muller Durán","is_ca":false},{"name":"Josué Zavaleta González","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06736016393224102,"gpt":0.2482492761185571,"spread":0.1808891121863161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006166873,0.0002141279,0.0003294302,0.00219906,0.0004724458,0.001413887,0.00016612,0.000442509,0.001390838],"category_scores_gemma":[0.002411739,0.00008813416,0.0002111786,0.002806556,0.0003686311,0.0009125072,0.0009464172,0.0005872244,0.000134554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001992141,"about_ca_system_score_gemma":0.001203505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06052287,"about_ca_topic_score_gemma":0.05801819,"domain_scores_codex":[0.9998134,0.00002370271,0.00001621662,0.00002094987,0.00003868101,0.00008707736],"domain_scores_gemma":[0.998621,0.0001393243,0.0008085246,0.00003343595,0.0002984753,0.00009927496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006085552,0.0002289751,0.9536244,0.0001404658,0.0001062974,0.0008578334,0.00154102,0.004910476,0.000636103,0.007888763,0.006335757,0.02312135],"study_design_scores_gemma":[0.00001736658,0.00005037308,0.9871229,0.00006261072,0.0000444306,0.0000913433,0.003445729,0.0026181,0.0004825379,0.0008466611,0.005204491,0.00001336491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962246,0.000261981,0.00005055765,0.0002896919,0.000005669096,0.00000701652,0.0005868352,0.000004551139,0.002569039],"genre_scores_gemma":[0.9980654,0.0003166242,0.00005298471,0.00004910267,0.00001225593,0.000009347612,0.0009270151,0.000003226772,0.0005639098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06052287,"threshold_uncertainty_score":0.1203411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214609048","doi":"10.21919/remef.v17i2.718","title":"Economic Efficiency of the Main Oil Producing Countries in Upstream Sector in the Period 2010-2017","year":2021,"lang":"en","type":"article","venue":"Revista Mexicana de Economía y Finanzas","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","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":"Allocative efficiency; Upstream (networking); Data envelopment analysis; Economic efficiency; China; Originality; Work (physics); Business; Economics; Economy; Geography; Political science; Engineering; Market economy","authors":[{"name":"José César Lenin Navarro Chávez","is_ca":false},{"name":"Odette Virginia Delfín Ortega","is_ca":false},{"name":"Enrique Guardado Ibarra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01853745630750787,"gpt":0.220163550294433,"spread":0.2016260939869251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006851579,0.0002371263,0.0002408733,0.002121867,0.0001616541,0.001033222,0.0001494218,0.0001275477,0.0007203247],"category_scores_gemma":[0.001917287,0.0001016012,0.000585061,0.003435786,0.0002339921,0.0006808022,0.0005353627,0.0002416667,0.0002198521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001199,"about_ca_system_score_gemma":0.001033668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02748575,"about_ca_topic_score_gemma":0.01852732,"domain_scores_codex":[0.9996353,0.00005911418,0.0000423908,0.00004876755,0.0001182081,0.00009615267],"domain_scores_gemma":[0.9992341,0.0001607261,0.0002691301,0.0000466843,0.0002566366,0.00003287452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003251954,0.00005642966,0.8273333,0.0004634649,0.0004172985,0.0006705116,0.0006429123,0.08289835,0.001869271,0.01884672,0.004307043,0.06216935],"study_design_scores_gemma":[0.00000952527,0.0000626797,0.950438,0.000163383,0.000163155,0.0003376797,0.002919717,0.02161483,0.004057305,0.002327361,0.01786974,0.000036659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848406,0.001049792,0.001663447,0.0001703746,0.000009891546,0.00001515886,0.004440091,0.00002312116,0.00778768],"genre_scores_gemma":[0.9934272,0.0009169705,0.0006300404,0.000009615194,0.00000472739,0.000009171402,0.003479543,0.000007113999,0.001515564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02748575,"threshold_uncertainty_score":0.05465156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}