{"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":"368ebadf1ac5","filters":{"venue":"Tendencias pedagógicas/Tendencias pedagógicas"}},"results":[{"id":"W2213012012","doi":"10.15366/tp2014.24.015","title":"La importancia de las relaciones investigador-investigado: el caso de las narrativas de vida profesional.","year":2015,"lang":"es","type":"article","venue":"Tendencias pedagógicas/Tendencias pedagógicas","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Humanities; Psychology; Art","authors":[{"name":"Juana María Sancho Gil","is_ca":false},{"name":"Sandra Martínez Pérez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1030513910791257,"gpt":0.4230837287318309,"spread":0.3200323376527052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.02072003,0.001758117,0.001722531,0.0009840145,0.002845378,0.001144542,0.002449736,0.002680492,0.001495011],"category_scores_gemma":[0.01369486,0.001771626,0.0008774859,0.002579564,0.002449147,0.001665528,0.0004651503,0.003737933,0.001811559],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004915636,"about_ca_system_score_gemma":0.02869857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01064487,"about_ca_topic_score_gemma":0.004563133,"domain_scores_codex":[0.9780362,0.008634282,0.002452594,0.002422458,0.004756554,0.003697934],"domain_scores_gemma":[0.9879042,0.002008942,0.001865647,0.001838297,0.001818098,0.004564796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004628351,0.002787963,0.3965308,0.0005022736,0.0005699437,0.001442929,0.4004896,0.0006392609,0.003172567,0.06594501,0.1218773,0.005579474],"study_design_scores_gemma":[0.005712673,0.001883887,0.3937149,0.001884643,0.002140629,0.002673539,0.2374052,0.002718874,0.00225617,0.1265253,0.217062,0.006022131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309772,0.00427175,0.0005500035,0.01541913,0.001994614,0.001627573,0.0001241685,0.001224343,0.04381127],"genre_scores_gemma":[0.9617874,0.0009884883,0.005615216,0.003050534,0.00409116,0.000490035,0.0001437399,0.0002918551,0.02354154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1630844,"threshold_uncertainty_score":0.9998924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2726652817","doi":"10.15366/tp2017.30.008","title":"Integración de tecnologías de información y comunicación en centro educativo de la ciudad de Osorno, Chile / INTEGRATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES IN SCHOOL CITY OF OSORNO, CHILE","year":2017,"lang":"es","type":"article","venue":"Tendencias pedagógicas/Tendencias pedagógicas","topic":"Educational Innovations and Technology","field":"Computer Science","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":"","keywords":"Christian ministry; Information and Communications Technology; Humanities; Perception; Political science; Geography; Library science; Sociology; Pedagogy; Psychology; Computer science; Art","authors":[{"name":"Yorka Tatiana Ortiz Ruiz","is_ca":false},{"name":"María Isabel Aravena","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02294395423906639,"gpt":0.3483705540794174,"spread":0.325426599840351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004949105,0.0007845304,0.001138965,0.002029438,0.0009487477,0.0007399606,0.004985878,0.001652105,0.0001257831],"category_scores_gemma":[0.009731756,0.000785592,0.0002508016,0.001467683,0.002601551,0.00326665,0.002185224,0.002743275,0.00002654075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136624,"about_ca_system_score_gemma":0.004149999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004266605,"about_ca_topic_score_gemma":0.0008007556,"domain_scores_codex":[0.9941323,0.0008434121,0.002228314,0.0007390039,0.0007794328,0.001277562],"domain_scores_gemma":[0.9909546,0.001252907,0.002951395,0.003399642,0.001157689,0.0002837286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001510722,0.001262609,0.3920488,0.0003524785,0.0001785351,0.00001904922,0.01459854,0.00007878285,0.00725433,0.4700084,0.0004471318,0.1136003],"study_design_scores_gemma":[0.001631192,0.0005408768,0.869195,0.001056175,0.0001533102,0.0007746142,0.02158817,0.007208429,0.01588576,0.07816102,0.00286678,0.0009386176],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646325,0.001706074,0.01531145,0.007207517,0.0001729345,0.00104813,0.0001409737,0.0003999655,0.009380471],"genre_scores_gemma":[0.9389191,0.005274232,0.05500795,0.0002241968,0.00007800402,0.0002600552,0.00008641568,0.00003925843,0.0001108395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4771463,"threshold_uncertainty_score":0.999644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7131081787","doi":"10.15366/tp2024.43.008","title":"Calidad metodológica de las investigaciones de evaluación de programas de educación parental","year":2024,"lang":"","type":"article","venue":"Tendencias pedagógicas/Tendencias pedagógicas","topic":"Educational Methods and Psychological Studies","field":"Social Sciences","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":"PsycINFO; Quality (philosophy); Research methodology; Exposition (narrative); Research design; Quarter (Canadian coin)","authors":[{"name":"Francisco José Rubio Hernández","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1283405559856736,"gpt":0.4830760158740771,"spread":0.3547354598884035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.02261212,0.002364534,0.002588116,0.0009911708,0.004128828,0.002533892,0.003276465,0.002547346,0.009258793],"category_scores_gemma":[0.01080967,0.002155225,0.002366028,0.004427807,0.004299201,0.001120266,0.0008834406,0.0041495,0.001469208],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005683222,"about_ca_system_score_gemma":0.01377507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007803311,"about_ca_topic_score_gemma":0.002371212,"domain_scores_codex":[0.9738982,0.008792284,0.002934732,0.003830125,0.003912182,0.006632521],"domain_scores_gemma":[0.9860646,0.006010421,0.001003406,0.001561875,0.001086872,0.004272814],"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":[0.0008156981,0.006991665,0.1993651,0.001857105,0.00312386,0.004782749,0.2622161,0.0002309738,0.004389356,0.2734737,0.07756093,0.1651928],"study_design_scores_gemma":[0.001546909,0.002262467,0.1360918,0.00182794,0.003237761,0.003007009,0.1339719,0.001472861,0.0008408637,0.2744144,0.4364313,0.004894651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8064152,0.07219321,0.004043732,0.04462812,0.006050817,0.003382878,0.0004890856,0.002074579,0.0607224],"genre_scores_gemma":[0.9209667,0.009918089,0.03993611,0.004312055,0.00835038,0.001400606,0.00006747713,0.000300394,0.01474812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3588704,"threshold_uncertainty_score":0.9993083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2472672492","doi":"10.15366/tp2016.28.002","title":"Vehículos de significación y transformación de la cultura universitaria en Latinoamérica / Vehicles of meaning and transformation of university culture in Latin America","year":2016,"lang":"es","type":"article","venue":"Tendencias pedagógicas/Tendencias pedagógicas","topic":"Education and Teacher Training","field":"Social Sciences","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":"Meaning (existential); Latin Americans; Sociology; Order (exchange); Humanities; Political science; Epistemology; Philosophy; Law","authors":[{"name":"Juan Martín López Calva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0280092360743914,"gpt":0.3212428279972853,"spread":0.2932335919228939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002799548,0.0005435174,0.0008899734,0.0005817973,0.0004602863,0.00007790269,0.0007656491,0.0008237811,0.0003719435],"category_scores_gemma":[0.0006192276,0.000469475,0.0003559352,0.001412429,0.001451137,0.001090892,0.00009306354,0.0007769753,0.00001534841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007723615,"about_ca_system_score_gemma":0.00129737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003709787,"about_ca_topic_score_gemma":0.0006665148,"domain_scores_codex":[0.9940873,0.002396887,0.000947732,0.0006791512,0.0009535106,0.0009354691],"domain_scores_gemma":[0.9965923,0.001506678,0.0007265319,0.0003498776,0.0003713746,0.000453174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005938696,0.0008801287,0.07202438,0.0004162963,0.0002605708,0.0001181083,0.7123437,0.00007917861,0.03033506,0.126977,0.0001517172,0.05581999],"study_design_scores_gemma":[0.0053745,0.0007244075,0.303851,0.001245031,0.0006939451,0.00007533906,0.6517846,0.0004996184,0.003170334,0.004979555,0.02623823,0.001363423],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106507,0.0003250912,0.001175715,0.002930658,0.00008248162,0.0004928617,0.0001580813,0.0001273743,0.08405708],"genre_scores_gemma":[0.990929,0.005736423,0.001981483,0.00007697277,0.0001290385,0.000006116151,0.00001518601,0.00003676671,0.001088981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2318266,"threshold_uncertainty_score":0.9997757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}