{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"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":"90926890afee","filters":{"venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)"}},"results":[{"id":"W1526401859","doi":"","title":"Derechos humanos y justicia para mujeres indígenas: experiencias desde la sociedad civil","year":2010,"lang":"es","type":"book-chapter","venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)","topic":"Comparative constitutional jurisprudence 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":"Humanities; Political science; Art","authors":[{"name":"Luis Arriaga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03694051032417586,"gpt":0.3446940529917953,"spread":0.3077535426676195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.000443032,0.001087867,0.001274456,0.00144513,0.004515341,0.0002832114,0.001388045,0.002384929,0.0003778767],"category_scores_gemma":[0.0003578521,0.001142793,0.0003907652,0.0005951998,0.02580965,0.00127266,0.0007081591,0.002031357,0.000159264],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005595377,"about_ca_system_score_gemma":0.006736842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003989483,"about_ca_topic_score_gemma":0.0009001605,"domain_scores_codex":[0.9948763,0.0001319499,0.001543245,0.001485273,0.001231332,0.0007319264],"domain_scores_gemma":[0.9954712,0.0004135618,0.00133865,0.0008975667,0.001535956,0.0003430332],"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":[0.00007475168,0.000592525,0.02223464,0.0002328961,0.0005054824,0.00009260701,0.001636454,0.00001412272,0.002429374,0.9681086,0.0002461825,0.003832384],"study_design_scores_gemma":[0.0005603009,0.0001639817,0.05272319,0.001759735,0.0005749434,0.0003584281,0.00129702,0.000001022624,0.00292466,0.03671809,0.9016076,0.001311031],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3702653,0.01396655,0.0002131324,0.003816176,0.01094446,0.001554694,0.0001361682,0.0004476476,0.5986559],"genre_scores_gemma":[0.9507982,0.002248035,0.001525196,0.0003065995,0.001733691,0.0004369666,0.00007064422,0.00005046674,0.0428302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9313905,"threshold_uncertainty_score":0.9991022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155137903","doi":"","title":"Special Issue on Applied Earth Observation and Remote Sensing in Latin America","year":2016,"lang":"en","type":"article","venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)","topic":"Remote Sensing in Agriculture","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":"Latin Americans; Work (physics); Earth observation satellite; Earth observation","authors":[{"name":"Iván E. Villalón-Turrubiates","is_ca":false},{"name":"Carlos Scavuzzi","is_ca":false},{"name":"Raúl Freitosa","is_ca":false},{"name":"Alejandro Frery","is_ca":false},{"name":"Carlos López-Martínez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009679984535592422,"gpt":0.2240741056182356,"spread":0.2143941210826431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006735243,0.0001891761,0.0002075833,0.0002198221,0.0002446174,0.00002454213,0.0001312212,0.0002358346,0.00004915653],"category_scores_gemma":[0.00004398255,0.0001443364,0.00002410553,0.0004461402,0.001263299,0.0003102698,0.000108231,0.0001875474,0.00007029469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653517,"about_ca_system_score_gemma":0.00008741013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001307189,"about_ca_topic_score_gemma":0.00008925008,"domain_scores_codex":[0.9987829,0.00002183464,0.0003385666,0.0004441027,0.0002279784,0.0001845776],"domain_scores_gemma":[0.9994206,0.00003989947,0.0001865152,0.0002565313,0.00003310247,0.00006329294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001293067,0.0002518173,0.1041934,0.00004365007,0.00003529306,0.00004711947,0.0002454595,0.0003753973,0.08789652,0.03423038,0.001514702,0.771037],"study_design_scores_gemma":[0.0003473997,0.00005325522,0.6305112,0.0002126035,0.00001248936,0.0001070292,0.00002638216,0.00001376191,0.006037152,0.001694203,0.3607846,0.0001999475],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310262,0.00005929621,0.0001438366,0.003462231,0.001345686,0.0002460546,0.000002698909,0.00006707269,0.06364688],"genre_scores_gemma":[0.9769091,0.00004945125,0.0144712,0.0004103922,0.001183661,0.000002218987,0.00001021642,0.00001050308,0.006953278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.770837,"threshold_uncertainty_score":0.5885868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2756662794","doi":"","title":"Exportación de café verde a Vancouver, Canadá","year":2016,"lang":"es","type":"dissertation","venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","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; Art","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01185560172545777,"gpt":0.2609059216229681,"spread":0.2490503198975103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0001764866,0.000663844,0.0007550801,0.001280738,0.002157282,0.0002561054,0.0005998849,0.000929018,0.0004567847],"category_scores_gemma":[0.00007384215,0.000622164,0.0002146492,0.0002319296,0.002573486,0.0009502324,0.0001243114,0.0006384779,0.00006025842],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005677831,"about_ca_system_score_gemma":0.005689668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004581565,"about_ca_topic_score_gemma":0.01795341,"domain_scores_codex":[0.9969484,0.00006196123,0.001107575,0.0008438018,0.0004927709,0.0005455088],"domain_scores_gemma":[0.997152,0.00006025196,0.0009203146,0.0006238622,0.0009967096,0.0002468325],"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":[0.0001189146,0.000691949,0.07989234,0.0006491225,0.0004599244,0.00008540478,0.0007274991,0.0000128313,0.001653882,0.9083903,0.003141603,0.004176232],"study_design_scores_gemma":[0.0007284313,0.0002024607,0.114634,0.002001989,0.0003911991,0.0001279016,0.0006335214,0.000001376668,0.004149884,0.006636499,0.8696567,0.0008359797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8907241,0.006299471,0.000008507155,0.0009249517,0.0171712,0.0005525635,0.0002580858,0.0001366393,0.08392446],"genre_scores_gemma":[0.8772051,0.0006617446,0.00008873306,0.0002133051,0.001404128,0.0002479166,0.0002621795,0.00004368076,0.1198732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9017538,"threshold_uncertainty_score":0.9999664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7042475159","doi":"","title":"Pequeños negocios y percepción educativa: evidencia de microdatos en una comunidad marginada en Jalisco, México","year":2015,"lang":"en","type":"article","venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)","topic":"Education and Labor Relations","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":"Household income; Poverty; Small business; Public policy; Quarter (Canadian coin); Head start; Debt","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02310395707412864,"gpt":0.3371127817167456,"spread":0.3140088246426169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005503111,0.0002711963,0.0003165418,0.0006856032,0.001264796,0.0001205777,0.0006701438,0.0005532048,0.0001527858],"category_scores_gemma":[0.0005326321,0.0002900231,0.00008373128,0.0009146078,0.002204797,0.001117109,0.0001290928,0.0005400178,0.00007689342],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009247549,"about_ca_system_score_gemma":0.01048533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002482672,"about_ca_topic_score_gemma":0.0006823081,"domain_scores_codex":[0.9978787,0.0002631855,0.0005523831,0.0004665902,0.0004450945,0.0003940594],"domain_scores_gemma":[0.9980199,0.0001611317,0.0003035937,0.0004936332,0.000667491,0.0003542383],"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":[0.00001818683,0.0004824764,0.2382838,0.00004639067,0.00006339674,0.000008709002,0.006546551,0.00004266974,0.0009505606,0.7496949,0.002747197,0.001115163],"study_design_scores_gemma":[0.0004277704,0.00006327109,0.2463178,0.0003173267,0.00009897925,0.0002134021,0.008034631,0.000002497468,0.0006620652,0.01066582,0.7327932,0.0004032369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9071834,0.002810114,0.00009812183,0.0223937,0.003772858,0.0005002032,0.00001577727,0.0001997997,0.06302601],"genre_scores_gemma":[0.9692884,0.0001902648,0.002904999,0.0005917294,0.0008960589,0.000185049,0.00005664623,0.00001867492,0.02586818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7390291,"threshold_uncertainty_score":0.9999552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7053232627","doi":"","title":"Transitando lo cotidiano: método autobiográfico en estudios de género en Bucaramanga, Colombia","year":2019,"lang":"es","type":"article","venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"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":"Context (archaeology); Subject (documents); Field (mathematics); Perspective (graphical); Agency (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004506013008554867,"gpt":0.2284850179409145,"spread":0.2239790049323596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001935955,0.0004947508,0.0006110476,0.0007472674,0.0004907056,0.0001592376,0.0006106793,0.0009203923,0.00004474937],"category_scores_gemma":[0.00007297797,0.0005641527,0.0001561264,0.0007499241,0.0009479992,0.000496106,0.0001438118,0.0007227805,0.0001937111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004557257,"about_ca_system_score_gemma":0.001336892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008218775,"about_ca_topic_score_gemma":0.00001506626,"domain_scores_codex":[0.9977296,0.0000539783,0.0007635319,0.000667954,0.0002978273,0.0004871096],"domain_scores_gemma":[0.9983777,0.0002441613,0.0002410294,0.0006708809,0.0002593942,0.0002067825],"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":[0.00003400622,0.0007664526,0.1590381,0.0005242156,0.0004131287,0.00004363849,0.0001884155,0.004562778,0.01721543,0.814614,0.0005844059,0.002015389],"study_design_scores_gemma":[0.0014518,0.0002212312,0.4688716,0.001149762,0.0004822246,0.0007580085,0.0001308389,0.0002703638,0.02485337,0.003069225,0.4977916,0.0009500071],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716739,0.003770039,0.0002574773,0.003611314,0.003561733,0.0008338516,0.0001289956,0.0003155289,0.01584713],"genre_scores_gemma":[0.9925215,0.0006992854,0.002637006,0.0001693539,0.0004287168,0.0002826639,0.0001231606,0.00004808671,0.003090185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8115448,"threshold_uncertainty_score":0.999681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024214749","doi":"","title":"Programa de internacionalización de los productos de Finca La Isla","year":2022,"lang":"es","type":"article","venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)","topic":"Business, Innovation, and Economy","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":"Context (archaeology); Quarter (Canadian coin); Consumption (sociology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01390970897558015,"gpt":0.250267868280979,"spread":0.2363581593053988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000614686,0.0003558915,0.0005194827,0.001315349,0.001077605,0.0002215786,0.0006820107,0.0004359805,0.0002489201],"category_scores_gemma":[0.0001056433,0.0004744226,0.000134223,0.001010687,0.001377698,0.0007572793,0.0003523009,0.0006978747,0.00003138625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009007136,"about_ca_system_score_gemma":0.002534835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002486536,"about_ca_topic_score_gemma":0.000009646766,"domain_scores_codex":[0.9975158,0.00005180131,0.001060663,0.0007597188,0.0001186025,0.0004934097],"domain_scores_gemma":[0.9982148,0.00004409621,0.0008223208,0.0005679115,0.0002344828,0.0001163992],"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":[0.00004058212,0.0007260006,0.5086197,0.0002453887,0.0001343613,0.00002430621,0.0001549033,0.0003754495,0.0001370237,0.4878249,0.0004397059,0.001277694],"study_design_scores_gemma":[0.0004678715,0.00009387092,0.3775936,0.000161666,0.0000469529,0.001165689,0.00007857463,0.00004396608,0.0003808689,0.0150215,0.6045682,0.0003771908],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658782,0.007803609,0.0008813437,0.003807756,0.003277075,0.0004734087,0.0002254651,0.0001277959,0.01752535],"genre_scores_gemma":[0.9872577,0.0002332621,0.00219336,0.0006740209,0.0006688967,0.0005824392,0.0001601674,0.00003606642,0.008194052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6041285,"threshold_uncertainty_score":0.9997708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7135348349","doi":"","title":"Una forma de educación alternativa y el papel de los educadores como agentes “transformadores” con jóvenes en situación de riesgo","year":2017,"lang":"es","type":"article","venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)","topic":"Philosophy and Education Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WSP (Canada)","funders":"","keywords":"Gender relations; Statistical analysis; Urban environment","authors":[{"name":"Juan Carlos Silas","is_ca":false},{"name":"Bertha Herrera-Varela","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02185968924759952,"gpt":0.3681698867084717,"spread":0.3463101974608722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0006280068,0.0005558003,0.0006124221,0.0007742909,0.004310643,0.0004726996,0.001666119,0.0009631588,0.0001122136],"category_scores_gemma":[0.0003798764,0.000599692,0.0002269986,0.0003649577,0.006331673,0.00222841,0.000273445,0.0007993747,0.00003651431],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009267653,"about_ca_system_score_gemma":0.01008182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002786555,"about_ca_topic_score_gemma":0.0002584119,"domain_scores_codex":[0.9967745,0.0001939712,0.000893836,0.0007194517,0.0005282852,0.0008899909],"domain_scores_gemma":[0.9970284,0.0001710156,0.0008839379,0.0009443456,0.000503191,0.0004691479],"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":[0.0001101056,0.001110886,0.3541375,0.0004680415,0.0002438783,0.00003495808,0.002985665,0.00004977552,0.002321756,0.6334335,0.0004263126,0.004677653],"study_design_scores_gemma":[0.001003654,0.0001772566,0.6088997,0.001653117,0.0003307091,0.0006304268,0.001734499,0.00001652666,0.01139617,0.07207984,0.3012807,0.0007974613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9043692,0.004197551,0.0001650603,0.03753288,0.005767906,0.0005548013,0.00009673487,0.000153975,0.04716191],"genre_scores_gemma":[0.9886239,0.002197527,0.0008361068,0.0007219824,0.002541482,0.0002326263,0.00006231802,0.00003359753,0.004750494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5613536,"threshold_uncertainty_score":0.9996455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7036993469","doi":"","title":"Decolonizando el currículo. Una experiencia con cursos de lectura y escritura académicas","year":2019,"lang":"es","type":"article","venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)","topic":"Latin American Cultural Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Syllabus; Context (archaeology); Remedial education; Opposition (politics); Yiddish","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01174675663726115,"gpt":0.3270754194372643,"spread":0.3153286628000032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002126917,0.0004966096,0.0006535996,0.0005525935,0.001234562,0.0002219465,0.0008412758,0.0009103594,0.000175707],"category_scores_gemma":[0.00020571,0.000481619,0.0001750319,0.001126294,0.005666213,0.001040735,0.0002555883,0.0007459159,0.0001537867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007409785,"about_ca_system_score_gemma":0.003974617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008776692,"about_ca_topic_score_gemma":0.00003337178,"domain_scores_codex":[0.9968992,0.0001266743,0.0008530287,0.0008066769,0.000590968,0.0007234581],"domain_scores_gemma":[0.9976806,0.0001255785,0.0006628066,0.00059475,0.0006319324,0.0003043274],"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":[0.00005285113,0.000395716,0.2378896,0.0002052503,0.000139521,0.00002135166,0.001833346,0.00004608873,0.005910349,0.7509455,0.0003023238,0.002258037],"study_design_scores_gemma":[0.001707625,0.000496045,0.2957722,0.001593977,0.0003240981,0.00070232,0.003814995,0.00001988808,0.01309431,0.01077372,0.6702841,0.001416722],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281837,0.003210725,0.00002235006,0.005446293,0.004989083,0.0007298233,0.00003049419,0.0002082305,0.05717932],"genre_scores_gemma":[0.9881186,0.0003823363,0.0009061587,0.0008414295,0.0008879324,0.0001249571,0.00004215727,0.00002766442,0.008668687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7401718,"threshold_uncertainty_score":0.9997635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155124607","doi":"","title":"Apoyo en el área de contabilidad en el despacho","year":2014,"lang":"es","type":"dissertation","venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)","topic":"Accounting and Financial Management","field":"Business, Management and Accounting","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":"Work (physics); Context (archaeology); Quarter (Canadian coin)","authors":[{"name":"Ana C. Niebla-Vázquez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006927618976826719,"gpt":0.265379273975222,"spread":0.2584516549983953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005975408,0.0008504132,0.0009585574,0.002104494,0.001328928,0.0004068373,0.001045334,0.001483865,0.00005127864],"category_scores_gemma":[0.0003925441,0.0009163721,0.0002560611,0.001024472,0.001120481,0.001816207,0.0003815453,0.0009751414,0.0001655729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004249953,"about_ca_system_score_gemma":0.001161258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002161348,"about_ca_topic_score_gemma":0.0002422354,"domain_scores_codex":[0.9962954,0.00005356909,0.001286156,0.00113455,0.000586256,0.0006440749],"domain_scores_gemma":[0.9966615,0.0001191036,0.00141531,0.0008193343,0.0009117587,0.0000729957],"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":[0.0001490845,0.000712272,0.3143906,0.002188562,0.0002758974,0.00003410369,0.0001552148,0.000115491,0.0009519109,0.6701343,0.0005323623,0.0103602],"study_design_scores_gemma":[0.0007686302,0.00006535023,0.5571043,0.00186347,0.0006723162,0.0000736783,0.000383806,0.00003027576,0.000446677,0.007906214,0.4298193,0.0008660392],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161581,0.003355227,0.0004378486,0.002645069,0.009480851,0.0009318354,0.00001863933,0.0003635321,0.0666089],"genre_scores_gemma":[0.9802176,0.0002637996,0.0006699082,0.0008251645,0.003559288,0.0003859128,0.000677735,0.00006596271,0.01333466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6622281,"threshold_uncertainty_score":0.9999712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155122059","doi":"","title":"Prácticas profesionales en la Embajada de México en Ottawa, Canadá","year":2016,"lang":"es","type":"dissertation","venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)","topic":"Historical Studies in Science","field":"Arts and Humanities","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":"Work (physics); Data collection; Government (linguistics); Context (archaeology); Perspective (graphical)","authors":[{"name":"María G. Cabrera-Flores","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0124132964651719,"gpt":0.2795733625997393,"spread":0.2671600661345673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0003857379,0.0006171233,0.0007097608,0.000963282,0.00257984,0.0001866266,0.0009739808,0.001012994,0.0001963419],"category_scores_gemma":[0.0004028406,0.0005334105,0.0001719235,0.0002987972,0.004630718,0.000818012,0.0002359513,0.000830679,0.0000787731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142472,"about_ca_system_score_gemma":0.004969322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516579,"about_ca_topic_score_gemma":0.001627344,"domain_scores_codex":[0.9966394,0.0001659205,0.001062703,0.0009213495,0.0006729488,0.0005376371],"domain_scores_gemma":[0.9972485,0.0004260255,0.0007446805,0.0005990624,0.0007622109,0.0002195417],"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":[0.00005737482,0.0005391751,0.04643514,0.0005945516,0.0002353988,0.00007060386,0.002554385,0.000007621657,0.000920329,0.9430634,0.001262382,0.004259664],"study_design_scores_gemma":[0.0003313951,0.000133654,0.1081386,0.001594927,0.0002234385,0.0002739253,0.0008545283,9.362241e-7,0.000741055,0.00485826,0.8822519,0.0005974362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7168247,0.01123233,0.00005289699,0.005038493,0.01614189,0.0008503537,0.0001603121,0.0002365804,0.2494625],"genre_scores_gemma":[0.8584211,0.0005462028,0.0006925667,0.000196327,0.001544166,0.0003823183,0.0001111411,0.00003623544,0.1380699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9382051,"threshold_uncertainty_score":0.9997118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155111115","doi":"","title":"Carta gourmet y administración de restaurantes","year":2017,"lang":"es","type":"dissertation","venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological 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":"Amazon rainforest; Population; Quarter (Canadian coin)","authors":[{"name":"Aranza Sierra-Rangel","is_ca":false},{"name":"Gloria M. López-Ortiz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01754331389148846,"gpt":0.2879029487276185,"spread":0.27035963483613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001895224,0.0006400663,0.0007513082,0.000312969,0.002390106,0.0002854737,0.001059936,0.001510727,0.0001441749],"category_scores_gemma":[0.0001341352,0.0004014342,0.0002726018,0.0004288405,0.002069219,0.0008318601,0.000139633,0.0008167173,0.0000482692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137156,"about_ca_system_score_gemma":0.0014225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009133775,"about_ca_topic_score_gemma":0.0004816824,"domain_scores_codex":[0.9971755,0.00006296702,0.0008799535,0.0009476797,0.000433728,0.000500221],"domain_scores_gemma":[0.9975497,0.00007855576,0.001073215,0.0004764068,0.000576139,0.0002459425],"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":[0.0005896962,0.002852856,0.3976522,0.001241353,0.0007799822,0.000620133,0.0005491525,0.00002594993,0.1100711,0.4218111,0.003556374,0.06025013],"study_design_scores_gemma":[0.0002808734,0.0003487809,0.5461231,0.001211842,0.0002922376,0.0007573058,0.0003992692,9.417124e-7,0.009543533,0.003060574,0.4373882,0.0005933948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380289,0.009016837,0.000001553587,0.004650838,0.004576174,0.0004767751,0.0001263707,0.0001321373,0.04299039],"genre_scores_gemma":[0.9117967,0.0008483122,0.0002833103,0.0001472215,0.001672216,0.0001411641,0.0009983095,0.000008444436,0.08410432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4338318,"threshold_uncertainty_score":0.9998438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7048241740","doi":"","title":"La contaminación de la industria de la moda en el AMG. Consumo y contaminación","year":2023,"lang":"es","type":"article","venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","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":"Context (archaeology); Consumption (sociology); Quarter (Canadian coin); Process (computing)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00638793874872044,"gpt":0.2867266219955695,"spread":0.280338683246849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006063773,0.0004503181,0.0005451315,0.0007656736,0.0007014289,0.0002037391,0.0005113378,0.000951343,0.00003321412],"category_scores_gemma":[0.00008474814,0.0004838755,0.0001300424,0.0007842905,0.003321436,0.0004040645,0.0002210815,0.001102181,0.00005805198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003431453,"about_ca_system_score_gemma":0.003466442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003694114,"about_ca_topic_score_gemma":0.000002864214,"domain_scores_codex":[0.9975807,0.000360318,0.000633881,0.0005989658,0.000259017,0.0005671096],"domain_scores_gemma":[0.9982103,0.0005463779,0.0003704026,0.0004814531,0.0001787357,0.0002127722],"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":[0.00004931363,0.0005341228,0.3592247,0.0001269053,0.0002894359,0.00007722291,0.0003836078,0.00007162574,0.00820859,0.6241366,0.0005101057,0.006387754],"study_design_scores_gemma":[0.001558004,0.000234023,0.6371368,0.0007485545,0.0003356485,0.0006324229,0.0005137268,0.00002693464,0.006389065,0.01786259,0.3339757,0.0005865301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386701,0.001601649,0.0001185483,0.001302729,0.001107695,0.000300823,0.00006638269,0.0002196406,0.05661244],"genre_scores_gemma":[0.9908264,0.0001893323,0.0004090497,0.00009922549,0.0007101071,0.0002338786,0.0001224911,0.0000353372,0.007374189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6062739,"threshold_uncertainty_score":0.9997613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155124054","doi":"","title":"Prácticas profesionales en el área jurídica del Consulado General de México en Montreal, Canadá","year":2017,"lang":"es","type":"dissertation","venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)","topic":"Family and Matrimonial Law","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":"Work (physics); Term (time)","authors":[{"name":"Andrea M. Romero-Polanco","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0131686163934448,"gpt":0.3319131290588505,"spread":0.3187445126654057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0004494366,0.0006579244,0.0008293949,0.0009069347,0.003535272,0.0002135732,0.001258871,0.00205027,0.00004345849],"category_scores_gemma":[0.0004517004,0.0006859769,0.0002227053,0.0004380471,0.004068744,0.001004606,0.0001744457,0.0009783934,0.00004008319],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007303492,"about_ca_system_score_gemma":0.01440109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03122402,"about_ca_topic_score_gemma":0.0111097,"domain_scores_codex":[0.9963772,0.0002268771,0.001013526,0.0009767569,0.0007445773,0.000661055],"domain_scores_gemma":[0.9967526,0.0002193397,0.001100896,0.000809512,0.0007604403,0.0003571717],"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":[0.0002025432,0.0008816828,0.08860593,0.0005564668,0.0003712122,0.0001242695,0.001322159,0.00005654871,0.002030255,0.8984654,0.0006861817,0.006697368],"study_design_scores_gemma":[0.0008573651,0.0001800441,0.5815517,0.001565309,0.0006084288,0.0002906898,0.00102597,0.000007643382,0.001749127,0.01327112,0.3980108,0.0008818303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856081,0.005788231,0.00002187974,0.004377787,0.008935957,0.0009520079,0.0001345394,0.0001858243,0.0939957],"genre_scores_gemma":[0.9350942,0.001972949,0.001166796,0.0002540221,0.001527093,0.0003728332,0.0004780526,0.00004094059,0.05909309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8851942,"threshold_uncertainty_score":0.9995592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2289604915","doi":"","title":"Space Mapping Based Neuromodeling","year":2001,"lang":"en","type":"article","venue":"ITESO Institutional Repository (ReI) (Western Institute of Technology and Higher Education)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Space mapping; Extrapolation; Computer science; Filter (signal processing); Microwave; Space (punctuation); Microwave engineering; Microstrip; Topology (electrical circuits); Set (abstract data type); Algorithm; Artificial neural network; Generalization; Electronic engineering; Artificial intelligence; Mathematics; Telecommunications; Computer vision; Engineering; Electrical engineering","authors":[{"name":"José E. Rayas‐Sánchez","is_ca":true},{"name":"J.W. Bandler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0142283039203527,"gpt":0.2340154132784107,"spread":0.219787109358058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005821419,0.0002072772,0.0002302451,0.0004819596,0.0002695643,0.00003698852,0.000241943,0.0002415287,0.00002623468],"category_scores_gemma":[0.00001984638,0.0002144,0.00005509335,0.0004912516,0.0005235903,0.0004472829,0.00005091132,0.0002799754,0.00001869042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008780809,"about_ca_system_score_gemma":0.0002928213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001731213,"about_ca_topic_score_gemma":0.000006193038,"domain_scores_codex":[0.998944,0.000009100593,0.0003626117,0.0002842621,0.0001689345,0.0002310427],"domain_scores_gemma":[0.9993867,0.00002731307,0.0000732781,0.0002984103,0.0001185741,0.00009574529],"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":[0.00004156943,0.0004338688,0.07923752,0.0004629991,0.0001625627,0.0001440417,0.00008024742,0.03425771,0.02659341,0.8529899,0.0002547195,0.005341452],"study_design_scores_gemma":[0.001006668,0.0001033763,0.1181759,0.000721339,0.0001225419,0.0009104824,0.00009522213,0.01088133,0.01833062,0.005219197,0.84351,0.0009232777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313882,0.003124809,0.003494588,0.001562442,0.002502356,0.000183992,0.000004917907,0.0004599852,0.05727872],"genre_scores_gemma":[0.9949468,0.00009565995,0.003414487,0.0001952728,0.0001874314,0.00005509061,0.00001591576,0.0000162075,0.001073092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8477707,"threshold_uncertainty_score":0.8742979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}