{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"eb189d9bd704","filters":{"venue":"CPU-e Revista de Investigación Educativa"}},"results":[{"id":"W2120800896","doi":"10.25009/cpue.v0i21.1713","title":"La ética ambiental como proyecto de vida y “obra” social: Un desafío de formación","year":2015,"lang":"es","type":"article","venue":"CPU-e Revista de Investigación Educativa","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec","funders":"","keywords":"Humanities; Human being; Sociology; Philosophy","authors":[{"name":"Lucie Sauvé","is_ca":true},{"name":"Carine Villemagne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04207973522267951,"gpt":0.3040359940738782,"spread":0.2619562588511987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00272979,0.000832136,0.0007225994,0.0001231683,0.0008313889,0.0006149276,0.001266944,0.0007643224,0.0008021403],"category_scores_gemma":[0.000889324,0.0008712704,0.0003379359,0.0006854347,0.004049555,0.0007394504,0.0007689216,0.001763775,0.001649018],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003995473,"about_ca_system_score_gemma":0.001193168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004804117,"about_ca_topic_score_gemma":0.00001407998,"domain_scores_codex":[0.9938542,0.001586059,0.0008403328,0.0009908971,0.0009793467,0.001749146],"domain_scores_gemma":[0.9961341,0.0004319894,0.0004725184,0.0008446662,0.00003085966,0.002085866],"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":[0.0002294358,0.003303907,0.7504169,0.001589323,0.0003452337,0.0002739523,0.04886398,0.0002491063,0.02326455,0.09612814,0.05514415,0.02019135],"study_design_scores_gemma":[0.00283417,0.0009083363,0.3319298,0.001736493,0.0008406836,0.001308354,0.01060283,0.0008186577,0.03889497,0.1598423,0.446608,0.003675438],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553311,0.001783976,0.0002608348,0.01350608,0.0003081639,0.0008532951,0.0001312225,0.0001576332,0.02766773],"genre_scores_gemma":[0.9875599,0.000470254,0.005411502,0.00484709,0.0007099918,0.0001457286,0.00006823246,0.0001575093,0.0006297923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4184871,"threshold_uncertainty_score":0.999828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913201292","doi":"10.25009/cpue.v0i28.2606","title":"Repositorio de Recursos Educativos Abiertos: Un caso práctico","year":2019,"lang":"es","type":"article","venue":"CPU-e Revista de Investigación Educativa","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universidad Nacional Autónoma de México; Universidad Autónoma del Estado de México; Instituto Tecnológico y de Estudios Superiores de Monterrey; Universidad Autónoma de Nuevo León; Universidad Autónoma Metropolitana; University of Alberta","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Gloria Concepción Tenorio Sepúlveda","is_ca":false},{"name":"Magally Martínez Reyes","is_ca":false},{"name":"Anabelem Soberanes Martín","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0141965821215297,"gpt":0.2702846228685511,"spread":0.2560880407470214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002213732,0.0009646107,0.001064111,0.0004933984,0.0006689994,0.003306402,0.002909127,0.0004123714,0.0004231789],"category_scores_gemma":[0.002398527,0.0009943101,0.0004043636,0.001845098,0.0007743681,0.0006987234,0.0009441174,0.001438948,0.003631196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001688133,"about_ca_system_score_gemma":0.005309713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003713311,"about_ca_topic_score_gemma":0.000005315191,"domain_scores_codex":[0.9923689,0.001835983,0.001177454,0.001943454,0.0007707572,0.001903412],"domain_scores_gemma":[0.9927597,0.0008258511,0.0009875068,0.003429748,0.0005199236,0.001477239],"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":[0.00003331769,0.002139413,0.2948616,0.003792377,0.0006877928,0.000156562,0.03231732,0.00005103535,0.002732333,0.4599467,0.1264597,0.07682183],"study_design_scores_gemma":[0.0006725455,0.0005718493,0.02548567,0.003900973,0.0003133619,0.0004742959,0.003077287,0.002145168,0.003025638,0.004102752,0.9543462,0.001884257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8283932,0.02112174,0.005424521,0.03891538,0.0125801,0.002816479,0.00001640279,0.0008028768,0.08992932],"genre_scores_gemma":[0.9193836,0.0005472916,0.02831053,0.001888125,0.002842548,0.0002349055,0.00002242232,0.0001797032,0.04659085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8278865,"threshold_uncertainty_score":0.9992507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122171129","doi":"10.25009/cpue.v0i17.426","title":"La didáctica del error en el aprendizaje de la traducción","year":2013,"lang":"es","type":"article","venue":"CPU-e Revista de Investigación Educativa","topic":"Translation Studies and Practices","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Isabelle Collombat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03468279125386176,"gpt":0.3320209452692363,"spread":0.2973381540153745,"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":[0.001287191,0.0006610958,0.0007496116,0.0002278412,0.000953044,0.003199366,0.0005867979,0.0003524722,0.005110226],"category_scores_gemma":[0.0006842114,0.0005976651,0.0003239517,0.0001798267,0.001754496,0.001000056,0.0001032849,0.001090561,0.0008596551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172589,"about_ca_system_score_gemma":0.001003267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001804697,"about_ca_topic_score_gemma":0.00003869381,"domain_scores_codex":[0.9950629,0.002182063,0.0008159433,0.0006599123,0.0003813124,0.0008978802],"domain_scores_gemma":[0.9938923,0.004101634,0.0004897612,0.0006795418,0.0001922493,0.0006445298],"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":[0.00003607823,0.0007309939,0.02368095,0.001421339,0.0006067571,0.00002483454,0.09424195,0.000009824885,0.0004106419,0.7048579,0.1282754,0.04570326],"study_design_scores_gemma":[0.0003899255,0.00009385531,0.02443468,0.000621015,0.0004295539,0.00008973135,0.01294448,0.00008280577,0.00006698998,0.009204467,0.9509361,0.0007064015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5918705,0.03970617,0.0002114543,0.03282478,0.001061867,0.001216782,0.0002527957,0.0003264723,0.3325291],"genre_scores_gemma":[0.9836177,0.004299275,0.001905894,0.001586188,0.002291869,0.0002818988,0.00004228634,0.0001357598,0.005839117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8226607,"threshold_uncertainty_score":0.9999183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1930636742","doi":"10.25009/cpue.v0i13.87","title":"Educación ambiental no formal: desde la sociedad civil o desde el Estado","year":2012,"lang":"es","type":"article","venue":"CPU-e Revista de Investigación Educativa","topic":"Environmental and sustainability education","field":"Environmental Science","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":"Humanities; Political science; Philosophy","authors":[{"name":"Ana Lucía Maldonado González","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01124107025681024,"gpt":0.27537392632952,"spread":0.2641328560727097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002392047,0.001112649,0.0008484129,0.0001939416,0.001027398,0.0006649267,0.001180318,0.0005854328,0.007262818],"category_scores_gemma":[0.001115897,0.001133814,0.000514372,0.0008460914,0.003375734,0.002621631,0.0008656565,0.001173529,0.006378037],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004704109,"about_ca_system_score_gemma":0.0009928895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008222389,"about_ca_topic_score_gemma":0.00001440563,"domain_scores_codex":[0.9925906,0.001104015,0.001165304,0.001239159,0.001019505,0.002881416],"domain_scores_gemma":[0.9949224,0.0005461842,0.0006232992,0.001493876,0.00005823609,0.00235599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000459353,0.003815723,0.8988423,0.001124313,0.000104598,0.000008223396,0.01428292,0.00002855491,0.01279893,0.01413076,0.04194868,0.01286904],"study_design_scores_gemma":[0.0004281638,0.0001854374,0.5821853,0.0004361261,0.0002416554,0.0001954352,0.009449565,0.00005941756,0.003963355,0.002610346,0.3988803,0.001364907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637765,0.003877718,0.000135077,0.00420449,0.001708646,0.001324934,0.00008933428,0.0001450566,0.02473829],"genre_scores_gemma":[0.9844224,0.0008950623,0.003581126,0.00203374,0.001583302,0.000317094,0.0001483934,0.0001824605,0.006836447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3569316,"threshold_uncertainty_score":0.9993365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}