{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"c7a66810940a","filters":{"venue":"IE Revista de Investigación Educativa de la REDIECH"}},"results":[{"id":"W2780792351","doi":"10.33010/ie_rie_rediech.v8i15.63","title":"La modelación matemática en los procesos de formación inicial y continua de docentes","year":2017,"lang":"en","type":"article","venue":"IE Revista de Investigación Educativa de la REDIECH","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"José David Zaldívar Rojas","is_ca":false},{"name":"Samantha Analuz Quiroz Rivera","is_ca":true},{"name":"Gonzalo Medina Ramírez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01519840207194807,"gpt":0.3349805550148338,"spread":0.3197821529428857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003742006,0.0006894499,0.0005104104,0.001096629,0.001058044,0.004814822,0.001268379,0.001670008,0.003126025],"category_scores_gemma":[0.007848203,0.0003651158,0.0008150163,0.0008564974,0.002874836,0.004502345,0.001590053,0.001341448,0.0004943648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002960228,"about_ca_system_score_gemma":0.00229103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009446319,"about_ca_topic_score_gemma":0.005429098,"domain_scores_codex":[0.9986355,0.0007262237,0.0000438529,0.0002170359,0.0002539099,0.000123565],"domain_scores_gemma":[0.9974113,0.001657686,0.0002773558,0.0002698401,0.0002519762,0.0001318372],"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":[0.0002007393,0.0002220175,0.01224289,0.0003912167,0.00004572794,0.0005828469,0.01377512,0.083131,0.002668716,0.8338029,0.001552071,0.05138478],"study_design_scores_gemma":[0.00008628783,0.0002840673,0.01042137,0.000371048,0.00007873571,0.000535957,0.008052845,0.4708035,0.003719867,0.4506203,0.0548916,0.0001343921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4585796,0.002718546,0.4835363,0.003069422,0.0001861462,0.0001519952,0.0002494853,0.0004874312,0.0510211],"genre_scores_gemma":[0.9204734,0.001206842,0.06874251,0.00007075816,0.00007041975,0.00018358,0.0001598865,0.00005805961,0.009034516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009446319,"threshold_uncertainty_score":0.02147812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411231943","doi":"10.33010/ie_rie_rediech.v16i0.2454","title":"El trabajo emocional en profesionales de la educación: una revisión exploratoria de literatura","year":2025,"lang":"en","type":"article","venue":"IE Revista de Investigación Educativa de la REDIECH","topic":"Stress and Burnout Research","field":"Psychology","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; Psychology; Philosophy","authors":[{"name":"Kathia Pamela Guadalupe Sosa-Sánchez","is_ca":false},{"name":"Deneb Elí Magaña Medina","is_ca":false},{"name":"Norma Aguilar Morales","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01768206574545782,"gpt":0.4087149830242314,"spread":0.3910329172787735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01382629,0.001270039,0.003525147,0.01680925,0.001121116,0.00724018,0.001819592,0.001878264,0.004012838],"category_scores_gemma":[0.02828831,0.0008018971,0.002755398,0.01637246,0.003393718,0.005464204,0.00298892,0.002287317,0.0008572401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00397905,"about_ca_system_score_gemma":0.009664414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009565826,"about_ca_topic_score_gemma":0.01359006,"domain_scores_codex":[0.9909115,0.003360312,0.002583441,0.0009747196,0.001783587,0.0003865117],"domain_scores_gemma":[0.9619194,0.0289044,0.004393852,0.000958611,0.003520407,0.0003034118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004621574,0.0001090609,0.00570489,0.2295108,0.001180264,0.001056746,0.008033938,0.0003015675,0.000555342,0.008392031,0.01829636,0.7263969],"study_design_scores_gemma":[0.00009987743,0.0001921018,0.02303329,0.550384,0.004360011,0.003333451,0.008436326,0.0001854276,0.0005600469,0.00440306,0.404893,0.0001194245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001688115,0.9951413,0.0002619733,0.001006641,0.0006434867,0.00002374754,0.0001273344,0.00001168734,0.00109582],"genre_scores_gemma":[0.01460557,0.9825696,0.0007836203,0.000770886,0.0006181222,0.0001102908,0.0001602081,0.00001843324,0.000363188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01680925,"threshold_uncertainty_score":0.07312131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}