{"meta":{"query_hash":"320b9fc97f67","filters":{"venue":"REICE Revista Iberoamericana sobre Calidad Eficacia y Cambio en Educación"},"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/320b9fc97f67","api":"https://metacan.xera.ac/api/v1/cohort?venue=REICE+Revista+Iberoamericana+sobre+Calidad+Eficacia+y+Cambio+en+Educaci%C3%B3n"},"results":[{"id":"W1547191971","doi":"10.15366/reice2008.6.4.002","title":"La Reforma Esperada: Una Educación para Todos y para Cada Uno","year":2016,"lang":"es","type":"article","venue":"REICE Revista Iberoamericana sobre Calidad Eficacia y Cambio en Educación","topic":"Education and Teacher Training","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":"Humanities; Political science; Derecho; Philosophy","score_opus":0.031037473910736132,"score_gpt":0.3478230117816027,"score_spread":0.31678553787086655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547191971","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":[0.7641955,0.0071779354,0.0006019243,0.15614744,0.0031590394,0.0024560608,0.0005108435,0.00096649595,0.06478478],"genre_scores_gemma":[0.9697129,0.009409265,0.0010567969,0.002387548,0.0029933904,0.00018638799,0.000095348005,0.0002954214,0.013862937],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9854979,0.004999558,0.0023344026,0.002339974,0.0019439863,0.002884192],"domain_scores_gemma":[0.9902123,0.0031639608,0.0015997501,0.0022796541,0.0005685839,0.0021757502],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.004678067,0.0016251538,0.0023765296,0.0006198412,0.0014605221,0.0013407328,0.0021930656,0.0011265203,0.0020384456],"category_scores_gemma":[0.0026394755,0.0013447055,0.0011089199,0.0031159765,0.0025130918,0.0011023068,0.0003393315,0.001664168,0.002185375],"study_design_candidate":"not_applicable","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":[0.00037133263,0.0027904317,0.012332945,0.0010170481,0.001419588,0.0002203436,0.067495055,0.0000050971453,0.00557228,0.13493064,0.04313238,0.73071283],"study_design_scores_gemma":[0.0012732038,0.00032106877,0.010760938,0.0018551468,0.0005220878,0.00011562815,0.045373715,0.0000059137747,0.00035299605,0.00017669126,0.9371518,0.002090805],"about_ca_topic_score_codex":0.008416544,"about_ca_topic_score_gemma":0.00024379272,"teacher_disagreement_score":0.8940194,"about_ca_system_score_codex":0.0028739353,"about_ca_system_score_gemma":0.0049426947,"threshold_uncertainty_score":0.9998394},"labels":[],"label_agreement":null},{"id":"W1605582495","doi":"10.15366/reice2014.12.4.005","title":"Liderazgo Instructivo en Alberta: Hallazgos de la Investigación en Cinco Escuelas Altamente Eficaces","year":2016,"lang":"es","type":"article","venue":"REICE Revista Iberoamericana sobre Calidad Eficacia y Cambio en Educación","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":3,"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":"Humanities; Political science; Art","score_opus":0.01137784951264367,"score_gpt":0.3185461177386108,"score_spread":0.30716826822596716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605582495","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":[0.8716356,0.002402207,0.00042226742,0.07742825,0.0016182653,0.0014228809,0.00017252837,0.00046032868,0.04443768],"genre_scores_gemma":[0.9719336,0.00863599,0.0025711248,0.0023261257,0.0027205108,0.00023358903,0.000049668906,0.00028283344,0.011246565],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98223376,0.009683354,0.0019153837,0.0021705988,0.0015084905,0.0024884085],"domain_scores_gemma":[0.9845614,0.009930633,0.0013622156,0.0016519551,0.00036983407,0.0021239666],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00575771,0.0014590075,0.0020883644,0.00063649967,0.0011800486,0.0015596079,0.0020137746,0.0012423354,0.0009639423],"category_scores_gemma":[0.008622976,0.0012845603,0.0008973194,0.0023024522,0.0029578244,0.0009386642,0.0003951255,0.0016789386,0.0009142551],"study_design_candidate":"not_applicable","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":[0.00023262505,0.0028607852,0.07723466,0.0010833282,0.0019871683,0.00015360108,0.16931511,0.00001711738,0.011989252,0.2138913,0.027500864,0.49373418],"study_design_scores_gemma":[0.0019074931,0.0003334804,0.01862367,0.0017872098,0.0007086533,0.00014747473,0.04110384,0.000017180304,0.00064521196,0.000739489,0.931967,0.0020192624],"about_ca_topic_score_codex":0.017887812,"about_ca_topic_score_gemma":0.00087586336,"teacher_disagreement_score":0.90446615,"about_ca_system_score_codex":0.0029313192,"about_ca_system_score_gemma":0.004580292,"threshold_uncertainty_score":0.99994934},"labels":[],"label_agreement":null},{"id":"W1789553777","doi":"10.15366/reice2010.8.5.003","title":"Los Procesos en Gestión de Calidad. Un Ejemplo en un Centro Educativo","year":2016,"lang":"es","type":"article","venue":"REICE Revista Iberoamericana sobre Calidad Eficacia y Cambio en Educación","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.009252953412887874,"score_gpt":0.2547685644883715,"score_spread":0.24551561107548361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1789553777","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":[0.78195184,0.0072762477,0.009595997,0.17334381,0.0024994863,0.0061407867,0.0008060507,0.0014320156,0.016953789],"genre_scores_gemma":[0.971016,0.0038803665,0.0015493426,0.008611734,0.0061397506,0.0004978239,0.00029360206,0.0004972559,0.0075141517],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9873985,0.0020502515,0.0027987636,0.0027422206,0.001707032,0.0033031995],"domain_scores_gemma":[0.99155915,0.0025189659,0.002047728,0.0025123765,0.00071519095,0.0006465958],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0048427028,0.002071661,0.0028003599,0.0010634324,0.00095440354,0.002634955,0.002694943,0.00080179895,0.0035492354],"category_scores_gemma":[0.004601808,0.0017887732,0.0011785016,0.0029554311,0.00081137044,0.0017549228,0.0012765465,0.0012831644,0.0036947867],"study_design_candidate":"not_applicable","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":[0.0007696913,0.0055337376,0.057983484,0.0148673775,0.0036371916,0.00072779856,0.004266999,0.00006988782,0.00723897,0.15435769,0.17086312,0.5796841],"study_design_scores_gemma":[0.001936081,0.00015751534,0.03323024,0.0026155938,0.0021827654,0.00006615704,0.0044327066,0.00012274091,0.00051945774,0.0010624554,0.9507689,0.0029053697],"about_ca_topic_score_codex":0.0033373001,"about_ca_topic_score_gemma":0.00006235333,"teacher_disagreement_score":0.7799058,"about_ca_system_score_codex":0.0019573793,"about_ca_system_score_gemma":0.0010410949,"threshold_uncertainty_score":0.9992025},"labels":[],"label_agreement":null},{"id":"W2159556539","doi":"10.15366/reice2008.6.2.003","title":"Condiciones, Procesos y Circunstancias que Permiten Avanzar Hacia la Inclusión Educativa: Retomando las Aportaciones de la Experiencia Canadiense","year":2016,"lang":"es","type":"article","venue":"REICE Revista Iberoamericana sobre Calidad Eficacia y Cambio en Educación","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":28,"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":"Humanities; Inclusion (mineral); Sociology; Philosophy; Social science","score_opus":0.012537391790355668,"score_gpt":0.3215176142665392,"score_spread":0.3089802224761835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159556539","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":[0.90334773,0.0056181815,0.00029470123,0.02998547,0.0012067144,0.001611541,0.00028700646,0.0005290808,0.057119578],"genre_scores_gemma":[0.9797807,0.0049139466,0.0005537335,0.001701681,0.0018945821,0.00047229047,0.00006440991,0.00026007977,0.010358598],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9862816,0.005872856,0.0018518958,0.0020367163,0.0014847168,0.0024722514],"domain_scores_gemma":[0.99001455,0.0039699953,0.0015764976,0.001478058,0.00072743255,0.0022334445],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.005469034,0.0013457971,0.001927809,0.00068382925,0.0018477213,0.0010042957,0.0016240524,0.0010863503,0.0010721816],"category_scores_gemma":[0.00600403,0.0011990402,0.000700569,0.0025255077,0.003346834,0.0007880973,0.00024825006,0.0013065514,0.00032236084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028791427,0.0028668928,0.074575156,0.0011806912,0.0010844572,0.00058313727,0.43644097,0.000003943357,0.009031898,0.20571509,0.07770288,0.19052696],"study_design_scores_gemma":[0.0011671846,0.00016511173,0.020384075,0.0014415161,0.00046847278,0.00025128547,0.10707467,0.0000055835785,0.00031574804,0.00039800358,0.86656535,0.0017630243],"about_ca_topic_score_codex":0.01606184,"about_ca_topic_score_gemma":0.0019439836,"teacher_disagreement_score":0.78886247,"about_ca_system_score_codex":0.0036424962,"about_ca_system_score_gemma":0.012447253,"threshold_uncertainty_score":0.9999293},"labels":[],"label_agreement":null}]}