{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":31,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":31,"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":"2e4d0b6435a9","filters":{"venue":"Universidad Peruana de Ciencias Aplicadas (UPC)"}},"results":[{"id":"W3096008369","doi":"10.19083/tesis/653292","title":"Alexitimia y conducta impulsiva en adolescentes escolares de la provincia de Ilo","year":2020,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","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":"Humanities; Philosophy; Psychology","authors":[{"name":"Jared Paulette Zapata Vera","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009444384596803515,"gpt":0.2802452461607718,"spread":0.2708008615639683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005445407,0.001095122,0.001198026,0.0006108877,0.0005952694,0.00027119,0.001193424,0.001087893,0.0008358758],"category_scores_gemma":[0.0006087407,0.001125783,0.0006191021,0.0009632701,0.0004654209,0.0003264202,0.000173421,0.001294857,0.0001989586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001999573,"about_ca_system_score_gemma":0.003463227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00237768,"about_ca_topic_score_gemma":0.0002388425,"domain_scores_codex":[0.9949732,0.000576601,0.0006861545,0.001346419,0.0008704793,0.001547148],"domain_scores_gemma":[0.9965535,0.0005041396,0.0005991024,0.0008715903,0.0002705316,0.001201125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006252329,0.01104954,0.4945708,0.01033821,0.007012753,0.01003415,0.1890335,0.0001406751,0.1437871,0.04981411,0.05166554,0.02630133],"study_design_scores_gemma":[0.01482388,0.002727977,0.6419433,0.01454919,0.00495865,0.000627531,0.2354769,0.006912235,0.01326494,0.003716726,0.05716196,0.003836682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943512,0.002043574,0.0005542651,0.0012369,0.0002658535,0.001683227,0.0004040999,0.0002638855,0.05003622],"genre_scores_gemma":[0.9872704,0.001818862,0.001742284,0.001585153,0.0004067019,0.00006124048,0.0009972409,0.0002063397,0.005911743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1473725,"threshold_uncertainty_score":0.9991192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010112814","doi":"10.19083/tesis/648766","title":"Concordancia entre las pruebas Mini Mental State Examination, Short Portable Mental Status Questionnarie y Montreal Cognitive Assesment para el tamizaje del deterioro cognitivo en adultos mayores","year":2019,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Aging, Health, and Disability","field":"Medicine","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":"Medicine; Cognitive impairment; Humanities; Gerontology; Cognition; Art; Psychiatry","authors":[{"name":"Franchesca Campos Vasquez","is_ca":false},{"name":"Nella María Valdez Murrugarra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0111598833552562,"gpt":0.2940307650796112,"spread":0.282870881724355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001324584,0.001616911,0.00181478,0.0008499742,0.001090946,0.0002474699,0.0006661757,0.0009763768,0.001662818],"category_scores_gemma":[0.0007852081,0.001770518,0.0005578896,0.0009688367,0.0008309406,0.00103948,0.0002266717,0.001394905,0.0002386233],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00528631,"about_ca_system_score_gemma":0.005613991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0250336,"about_ca_topic_score_gemma":0.01418211,"domain_scores_codex":[0.9902015,0.0009694361,0.001659772,0.002547157,0.002177469,0.002444637],"domain_scores_gemma":[0.9935868,0.001047839,0.0011358,0.0008695057,0.001673022,0.001686977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005470447,0.004034273,0.8135712,0.001928297,0.001307206,0.0008503756,0.1195563,0.00004577211,0.00364455,0.0006074318,0.003110816,0.04587336],"study_design_scores_gemma":[0.00564657,0.001491533,0.7628583,0.001805924,0.001572767,0.00008123181,0.2163675,0.003005555,0.002533857,0.00007537264,0.003039223,0.001522085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689537,0.001152315,0.0009762829,0.0002199103,0.0008267079,0.005467526,0.003394991,0.0002502231,0.01875837],"genre_scores_gemma":[0.9717011,0.003003918,0.00033084,0.0009068705,0.0003103348,0.0001488802,0.01283983,0.0001929573,0.01056524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09681123,"threshold_uncertainty_score":0.9996579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134801293","doi":"10.19083/tesis/654029","title":"Marca empleadora en redes sociales para atraer a la generación Z de Lima","year":2020,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Communication and COVID-19 Impact","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","authors":[{"name":"Meredhit Alexandra Carbajal Cribillero","is_ca":true},{"name":"Gabriela Angélica Javier Niño","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06017963500546461,"gpt":0.3712085207172908,"spread":0.3110288857118262,"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":[0.001647625,0.000790232,0.0008610204,0.0005488564,0.002561835,0.0007036036,0.003061006,0.001200408,0.001275368],"category_scores_gemma":[0.001307333,0.0009295843,0.0007886529,0.002222757,0.001137254,0.0005986938,0.0003574263,0.001410471,0.0003486181],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00267832,"about_ca_system_score_gemma":0.006981358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01653403,"about_ca_topic_score_gemma":0.01002273,"domain_scores_codex":[0.9933975,0.002129798,0.0006603706,0.001135757,0.001263766,0.001412819],"domain_scores_gemma":[0.9953099,0.001576218,0.0006983029,0.0009989701,0.0003821463,0.001034454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001035463,0.001226453,0.02412639,0.0005141004,0.0008354356,0.0004441639,0.5389152,0.0001574499,0.02287441,0.314985,0.02450098,0.07038496],"study_design_scores_gemma":[0.001158424,0.0002627811,0.1132568,0.0003226457,0.0005865154,0.00001940483,0.2437325,0.001295241,0.0006304284,0.003214366,0.6337634,0.001757455],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7672179,0.001375148,0.0007428703,0.02048918,0.0002956285,0.00115705,0.0002255193,0.000553696,0.207943],"genre_scores_gemma":[0.9790204,0.006545551,0.001472106,0.002396628,0.0006122252,0.00003469551,0.0003138777,0.0001078325,0.009496648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6092625,"threshold_uncertainty_score":0.9996376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2478595316","doi":"","title":"Por qué es importante la inclusión de la tecnología en el aula","year":2016,"lang":"es","type":"article","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Educational Innovations and Technology","field":"Computer 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; Art","authors":[{"name":"Léa Sulmont Haak","is_ca":false},{"name":"Jorge Bossio","is_ca":false},{"name":"Alfredo Draxl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008013836929613922,"gpt":0.2846124167750581,"spread":0.2765985798454442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001429991,0.0004115215,0.0003765576,0.001034086,0.0006351059,0.0002474315,0.00253132,0.000726728,0.0002284309],"category_scores_gemma":[0.0006120094,0.0003577898,0.0001796359,0.002282007,0.001204365,0.0007007104,0.001135066,0.0005887698,0.0001209568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009965228,"about_ca_system_score_gemma":0.002287637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006303077,"about_ca_topic_score_gemma":0.00006644524,"domain_scores_codex":[0.9967873,0.0003388683,0.0004756589,0.0009662344,0.0004607707,0.0009711902],"domain_scores_gemma":[0.9966235,0.00124065,0.000356508,0.00114689,0.0003586431,0.0002737832],"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":[0.00001227496,0.0002884019,0.03462522,0.00001627979,0.00006659491,0.0001899863,0.001387639,0.000009197946,0.01810957,0.9182476,0.004161519,0.02288573],"study_design_scores_gemma":[0.001324633,0.0003182345,0.3133804,0.0003154503,0.0001077341,0.0009514509,0.00303448,0.002475643,0.00651777,0.05009891,0.6202649,0.001210353],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8953052,0.0004398344,0.05631126,0.02541895,0.0002838547,0.0002720411,0.00006621365,0.0004232246,0.02147942],"genre_scores_gemma":[0.984583,0.0004983764,0.01079581,0.0007603366,0.0002227067,0.000016347,0.000004839997,0.00003545385,0.003083177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8681487,"threshold_uncertainty_score":0.9998874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2411371417","doi":"","title":"Cómo podemos lograr sistemas educativos de calidad","year":2016,"lang":"es","type":"article","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","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":"Humanities; Political science; Computer science; Art","authors":[{"name":"José Pereyra López","is_ca":false},{"name":"Manuel Cortés","is_ca":false},{"name":"Léa Sulmont Haak","is_ca":false},{"name":"César Bazán Saavedra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03414136674301552,"gpt":0.326223959016865,"spread":0.2920825922738495,"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":[0.002442051,0.000508796,0.0005733008,0.0004935591,0.001472942,0.000373341,0.001501465,0.0005436782,0.002895772],"category_scores_gemma":[0.001130133,0.0004569914,0.0004468208,0.001681781,0.001436364,0.000673286,0.0001839957,0.0005054594,0.0006063693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002279784,"about_ca_system_score_gemma":0.004064364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003845839,"about_ca_topic_score_gemma":0.0006517958,"domain_scores_codex":[0.9948018,0.001014664,0.0005484754,0.001030205,0.0008800587,0.001724861],"domain_scores_gemma":[0.996238,0.0009835478,0.0004394249,0.0008011941,0.0003176477,0.00122017],"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":[0.0001034067,0.001832657,0.1874233,0.0001655223,0.0003636971,0.0001268456,0.2292796,0.00001569252,0.01279708,0.4048022,0.049236,0.1138541],"study_design_scores_gemma":[0.001348502,0.0002106055,0.07901444,0.0006073737,0.0002773094,0.00003755945,0.180985,0.0001064487,0.0009841555,0.002161892,0.7329764,0.001290236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7459054,0.000468306,0.002435844,0.03453184,0.0007040959,0.0005709731,0.00005994417,0.0002921329,0.2150314],"genre_scores_gemma":[0.9559198,0.0006383329,0.001184797,0.001928844,0.0008620444,0.00002059973,0.000006069166,0.00005864049,0.03938087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6837404,"threshold_uncertainty_score":0.999827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2487964740","doi":"","title":"10 Claves de la Educación, grandes aportes para innovar en el centro educativo","year":2016,"lang":"es","type":"article","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","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":"Humanities; Political science; Geography; Art","authors":[{"name":"José Ramón Ayllón","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02283568800987096,"gpt":0.3450600700976852,"spread":0.3222243820878142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002443454,0.0005006877,0.0004840663,0.000548114,0.001245564,0.0003761614,0.001316619,0.0005439586,0.006084183],"category_scores_gemma":[0.0013362,0.0004477164,0.0002970389,0.001673875,0.001927856,0.0007195254,0.0001584116,0.0005439376,0.0005057562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147094,"about_ca_system_score_gemma":0.004475929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002484414,"about_ca_topic_score_gemma":0.0001883144,"domain_scores_codex":[0.9951947,0.001208351,0.000475625,0.0009195702,0.0007368065,0.001464889],"domain_scores_gemma":[0.9960411,0.001787087,0.0003878778,0.0006326981,0.0003122994,0.0008390028],"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":[0.0001674478,0.00237234,0.1122311,0.00008737588,0.0003306807,0.00006370588,0.3005085,0.000006752623,0.01279574,0.4460611,0.04782597,0.07754922],"study_design_scores_gemma":[0.001152246,0.0001634399,0.1369137,0.0002921428,0.0001629704,0.00002820502,0.1896797,0.00001711994,0.0007885286,0.004363833,0.6655949,0.0008432027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8337945,0.0004492327,0.0004059465,0.02535884,0.0003480808,0.0003631937,0.0000418927,0.0002054212,0.1390329],"genre_scores_gemma":[0.9644421,0.001105936,0.001035995,0.0006844492,0.001040038,0.00001899004,0.000009838072,0.00005413546,0.03160854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6177689,"threshold_uncertainty_score":0.9997975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015217428","doi":"","title":"Identificación de los principales factores de rotación de los millennials de puestos administrativos en empresas de Lima metropolitana","year":2019,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Educational and Organizational Development","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":"Population; Grandparent; Face (sociological concept); Quality (philosophy); Quarter (Canadian coin); Work (physics); Sociology; Public relations; Political science; Psychology; Management; Marketing; Business; Geography; Engineering; Economics; Social science; Law; Demography","authors":[{"name":"Pedro Gerson Cruz López","is_ca":false},{"name":"Christian Palomino","is_ca":false},{"name":"Clarisse Giannina Palomino Quintana","is_ca":false},{"name":"Diego Vingerhoets Montero","is_ca":false},{"name":"Giancarlo Alberto Morote Siccha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0147383428096377,"gpt":0.283414104785097,"spread":0.2686757619754593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001384197,0.001035774,0.0008444699,0.001398865,0.001125386,0.001005932,0.001835017,0.0009238718,0.001717614],"category_scores_gemma":[0.001558395,0.001177552,0.0004364258,0.001629251,0.0002612196,0.001281491,0.0003209673,0.0008250377,0.0004342002],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005275754,"about_ca_system_score_gemma":0.00646973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003828231,"about_ca_topic_score_gemma":0.0018661,"domain_scores_codex":[0.9943435,0.0002679637,0.000939661,0.001328166,0.001187005,0.001933677],"domain_scores_gemma":[0.996273,0.0006082607,0.0009900125,0.0006958764,0.001016771,0.0004161143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004321205,0.001479788,0.7811434,0.003644172,0.0009883979,0.0003566309,0.01542129,0.001050296,0.05351721,0.1251886,0.0155218,0.001256344],"study_design_scores_gemma":[0.0008125189,0.00006968623,0.915886,0.0009207255,0.0007918256,0.00006192307,0.0368145,0.00182513,0.008237826,0.002666688,0.03028191,0.001631244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841,0.0009027101,0.002427965,0.001339756,0.0004117792,0.001158945,0.0002460424,0.0001946933,0.009218038],"genre_scores_gemma":[0.9762779,0.0007239915,0.003067573,0.001466872,0.001242069,0.00007929364,0.001470401,0.00018284,0.01548906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1347427,"threshold_uncertainty_score":0.999195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3090140127","doi":"10.19083/tesis/651591","title":"El Sistema de Detracciones y su impacto Tributario y Financiero en las Empresas del sector reparación e instalación de maquinaria y equipo, en el distrito de Miraflores, año 2018","year":2019,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","authors":[{"name":"D. Luján","is_ca":true},{"name":"Enzo Alexander Castillo Valle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01746636134544806,"gpt":0.2502105996005851,"spread":0.232744238255137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002759978,0.001413703,0.002042271,0.002050029,0.001096954,0.0007298175,0.002153084,0.002382042,0.0009246974],"category_scores_gemma":[0.001102933,0.001873492,0.0009192216,0.002432152,0.0002960588,0.001824642,0.0003434158,0.001490665,0.0005478191],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007457339,"about_ca_system_score_gemma":0.003422381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01940526,"about_ca_topic_score_gemma":0.003520838,"domain_scores_codex":[0.9924418,0.0002278123,0.00211882,0.002250778,0.0003218963,0.002638942],"domain_scores_gemma":[0.9941443,0.0006884218,0.002217201,0.001709278,0.0005193524,0.0007214961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001048947,0.0008803479,0.9335346,0.001533584,0.0006999479,0.0001950128,0.01333317,0.002310061,0.002018946,0.03685988,0.006325752,0.001259764],"study_design_scores_gemma":[0.002373953,0.0003806307,0.9075106,0.0005241085,0.0003434079,0.0001613655,0.006076473,0.009220696,0.001013676,0.002884372,0.06698803,0.002522718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805483,0.002239927,0.006266417,0.0004126554,0.001293854,0.001289165,0.001870875,0.0001830041,0.00589586],"genre_scores_gemma":[0.984193,0.002011286,0.00144625,0.0005052868,0.0008469866,0.00009596983,0.002105979,0.0002369177,0.008558279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06066228,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399279948","doi":"10.19083/tesis/672193","title":"Eficacia del Pimavanserin para el control de psicosis en pacientes con Enfermedad de Parkinson: una revisión sistemática y meta-análisis","year":2024,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Medicine; Gynecology; Humanities; Philosophy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02576372389717595,"gpt":0.3053209878988093,"spread":0.2795572640016334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00173134,0.002066981,0.003171806,0.001531902,0.0009198731,0.0005154997,0.001367081,0.001447068,0.002089301],"category_scores_gemma":[0.0008064621,0.001939485,0.002809239,0.001968341,0.0003999387,0.0004265342,0.0002077386,0.001492002,0.0007454803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003784277,"about_ca_system_score_gemma":0.002968461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001776902,"about_ca_topic_score_gemma":0.0002684038,"domain_scores_codex":[0.9902154,0.0009994791,0.001357343,0.002896196,0.001801344,0.002730276],"domain_scores_gemma":[0.993387,0.001077394,0.0008729665,0.001749445,0.0006587732,0.002254413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0204125,0.02011086,0.1469144,0.03057689,0.1635254,0.04567412,0.06908802,0.001710709,0.2470863,0.1603393,0.02717161,0.06738991],"study_design_scores_gemma":[0.01684288,0.003378504,0.2842476,0.009124083,0.2055103,0.0008133994,0.04881134,0.02489327,0.02266633,0.003056843,0.3739459,0.006709536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403325,0.03703681,0.003550686,0.001913032,0.0004904134,0.003086826,0.002273002,0.0005859201,0.01073084],"genre_scores_gemma":[0.9802365,0.008367335,0.001466421,0.001720681,0.0004278732,0.0003901953,0.0009842793,0.0003132628,0.006093509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3467743,"threshold_uncertainty_score":0.9998493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093094520","doi":"10.19083/tesis/652825","title":"Factores que dificultan la certificación de operador económico autorizado (OEA) en las agencias de aduana de Lima y Callao en el periodo de años 2012-2019","year":2020,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Luis Alfonso Chuquipiondo Amézquita","is_ca":true},{"name":"Olga Noemi Flores Diaz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01708647303322435,"gpt":0.2403109703092714,"spread":0.2232244972760471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001698932,0.00126258,0.00164842,0.001427451,0.001084686,0.0008936205,0.002210832,0.001975054,0.001678362],"category_scores_gemma":[0.0009096873,0.001666766,0.0007340701,0.001763295,0.0003350734,0.00138536,0.0002582134,0.001618276,0.0006272296],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005557224,"about_ca_system_score_gemma":0.003504101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01219959,"about_ca_topic_score_gemma":0.002661358,"domain_scores_codex":[0.9935256,0.0003106691,0.001609464,0.002081437,0.000247489,0.002225305],"domain_scores_gemma":[0.9957274,0.0005406332,0.001310141,0.001066129,0.0003933135,0.0009623572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005907777,0.001077626,0.7769931,0.001234645,0.001231423,0.0005146777,0.08630454,0.003424177,0.01168882,0.09042095,0.02160874,0.004910541],"study_design_scores_gemma":[0.001304649,0.0001875461,0.7937887,0.0002453547,0.0002284343,0.00009585712,0.01495268,0.01444448,0.001349551,0.001011888,0.1701455,0.002245298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731701,0.00161261,0.00546562,0.001401171,0.0007935108,0.0009076805,0.00127309,0.0002499225,0.01512627],"genre_scores_gemma":[0.9792076,0.003728609,0.002202208,0.001082553,0.001030332,0.00008201408,0.001204437,0.0002684337,0.01119379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1485368,"threshold_uncertainty_score":0.9993206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413441320","doi":"10.19083/tesis/684527","title":"Asociación entre estabilidad de la musculatura del core con la potencia de salto y el equilibrio dinámico en voleibolistas de la selección masculina y femenina de vóley de una universidad privada de Lima, Perú, 2024","year":2025,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Sports Performance and Training","field":"Medicine","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":[{"name":"Julia Ramírez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007973644932064117,"gpt":0.2940924913065793,"spread":0.2861188463745152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00378616,0.001784505,0.001815508,0.001720573,0.001381986,0.000512455,0.002000648,0.003137108,0.0007295311],"category_scores_gemma":[0.001223831,0.002105863,0.001207046,0.0026413,0.00101113,0.0007845516,0.0004715797,0.004138117,0.00004772915],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01205735,"about_ca_system_score_gemma":0.020768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009643841,"about_ca_topic_score_gemma":0.001337528,"domain_scores_codex":[0.9907005,0.0009669929,0.001114976,0.002047536,0.001346044,0.003823956],"domain_scores_gemma":[0.993261,0.00206852,0.0008964174,0.001309672,0.0006735733,0.001790817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00255261,0.001561246,0.7698581,0.002893759,0.001833627,0.007419977,0.1181622,0.004424992,0.04575532,0.02244131,0.004065712,0.01903118],"study_design_scores_gemma":[0.006160014,0.000668265,0.7546822,0.004956468,0.004776608,0.001374547,0.1666212,0.02843569,0.003293444,0.001231551,0.02513366,0.002666388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572085,0.001857034,0.001292785,0.0003864974,0.0002410625,0.001266987,0.0002332518,0.000458912,0.03705498],"genre_scores_gemma":[0.9773976,0.003981764,0.004619531,0.0009142381,0.0006547457,0.0000563455,0.000889691,0.0002930389,0.01119305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04845902,"threshold_uncertainty_score":0.9999181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416452544","doi":"10.19083/tesis/685058","title":"Colegio Primario y Secundario del distrito de Matahuasi en Junín","year":2025,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Educational Practices and Sociocultural Research","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":"Quarter (Canadian coin); Local Development; Population","authors":[{"name":"Francisco Belisario Diaz Tazza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02268476727728999,"gpt":0.3615747506932586,"spread":0.3388899834159687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002391416,0.000682903,0.0007189967,0.0005591029,0.003727648,0.001194494,0.002475624,0.001324321,0.001031299],"category_scores_gemma":[0.002439775,0.0007458001,0.0005723848,0.002297866,0.0007106166,0.00113526,0.0003223837,0.002044456,0.0002646923],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006641633,"about_ca_system_score_gemma":0.01668513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0726615,"about_ca_topic_score_gemma":0.02444439,"domain_scores_codex":[0.9932149,0.001062104,0.000625648,0.001295517,0.002086452,0.001715369],"domain_scores_gemma":[0.9944531,0.002124831,0.0006014425,0.000683957,0.001197865,0.0009388092],"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":[0.0009081555,0.002053549,0.023035,0.00117547,0.0009928626,0.0003201038,0.3306132,0.0002397245,0.003572879,0.5258634,0.07783665,0.03338896],"study_design_scores_gemma":[0.0006281958,0.0001436991,0.05687046,0.0003901627,0.0004003062,0.000008627153,0.2833604,0.0003668162,0.000229263,0.001579101,0.6550733,0.0009496192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7630826,0.0008449435,0.000215102,0.01610393,0.000821179,0.001255365,0.0002448708,0.0001363372,0.2172957],"genre_scores_gemma":[0.7477905,0.005886387,0.0009704698,0.0008510262,0.0009433076,0.00006342598,0.000923707,0.00006002099,0.2425112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5772367,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399037234","doi":"10.19083/tesis/671791","title":"Escuela superior de música y danza en Ventanilla, Callao","year":2023,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"College of Physicians and Surgeons of Ontario","funders":"","keywords":"Humanities; Art; Cartography; Geography","authors":[{"name":"Jesus Miguel Loli Soto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01944662615383431,"gpt":0.2311856128983613,"spread":0.211738986744527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001231681,0.000879931,0.001336652,0.001825726,0.0009686464,0.0004618315,0.001533875,0.001233409,0.001841167],"category_scores_gemma":[0.000354389,0.001243337,0.0005889762,0.002736808,0.0002563251,0.0008133231,0.000222503,0.0009445571,0.002622629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002572351,"about_ca_system_score_gemma":0.001005533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006933801,"about_ca_topic_score_gemma":0.001542802,"domain_scores_codex":[0.9950014,0.00006538094,0.001392088,0.001750837,0.0002102029,0.001580105],"domain_scores_gemma":[0.9969135,0.000233482,0.001004502,0.001082221,0.0003328654,0.0004334635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004158923,0.0008537173,0.8055544,0.001403685,0.001221071,0.0004962424,0.03778925,0.001625409,0.001736985,0.1182023,0.02267621,0.008024799],"study_design_scores_gemma":[0.001415192,0.000159108,0.7832052,0.0002843927,0.0001798691,0.00004726287,0.01802245,0.004565596,0.0003642339,0.002078595,0.1876253,0.002052843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658226,0.0009293921,0.0005868575,0.0004956396,0.001487792,0.0006464188,0.0005371583,0.0002316984,0.02926241],"genre_scores_gemma":[0.9631211,0.00276312,0.00062992,0.0007061193,0.0008733165,0.00005643164,0.00121196,0.0002490325,0.03038896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1649491,"threshold_uncertainty_score":0.9996791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387581783","doi":"10.19083/tesis/667204","title":"Prognostic impact of neutrophil-to-lymphocyte ratio in traumatic brain Injury: A systematic review and meta-analysis","year":2022,"lang":"es","type":"review","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","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":"Medicine; Gynecology; Internal medicine","authors":[{"name":"Maziel Andrea Garagatti Montero","is_ca":false},{"name":"Esteban Alonso Alarcon Braga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06915846005632137,"gpt":0.3435290425253644,"spread":0.2743705824690431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003908335,0.001468091,0.01451871,0.002886743,0.0003283701,0.000121375,0.001470417,0.000371453,0.002713917],"category_scores_gemma":[0.002936862,0.001126458,0.007002395,0.009905861,0.0003942435,0.0003059014,0.0004137337,0.001057439,0.00004185296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001796704,"about_ca_system_score_gemma":0.001821995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007624191,"about_ca_topic_score_gemma":0.0001051285,"domain_scores_codex":[0.9894633,0.003162726,0.002987669,0.001788915,0.001474825,0.001122566],"domain_scores_gemma":[0.9917886,0.00282619,0.002069474,0.002312309,0.0002084097,0.0007950536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001040066,0.0007446505,0.0001991729,0.8459092,0.1464294,0.0003224874,0.002980569,0.0001568823,0.00002051745,0.000798496,0.0005566444,0.001777963],"study_design_scores_gemma":[0.0007815709,0.001454149,0.00278099,0.0411097,0.9477127,0.000262957,0.001305337,0.0002915532,0.000003302277,0.00002011793,0.003129876,0.001147796],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008244988,0.9780217,0.0001440111,0.0007342272,0.00004252239,0.011509,0.000710102,0.00006889221,0.0005245547],"genre_scores_gemma":[0.0622208,0.9332606,0.0002162569,0.001943026,0.00004170239,0.001113068,0.0001885506,0.0001505042,0.0008654958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8047996,"threshold_uncertainty_score":0.9998069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387122928","doi":"10.19083/tesis/668474","title":"Guía de estructuración en diseño y costos para la construcción de edificios mixtos con certificación sostenible a fin de mejorar la viabilidad económica de proyectos inmobiliarios de oficinas en el distrito de Miraflores","year":2023,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Humanities; Political science; Cartography; Geography; Art","authors":[{"name":"Leslie Herrera Cruz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01666067635390374,"gpt":0.2582278583150556,"spread":0.2415671819611518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003364308,0.001401293,0.001852275,0.001663336,0.001140852,0.0008398528,0.002148893,0.002405211,0.0004934323],"category_scores_gemma":[0.002167808,0.001833305,0.0007426182,0.002282959,0.0008431834,0.0009072556,0.0002822946,0.001931669,0.0001909341],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005855008,"about_ca_system_score_gemma":0.005276287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0117688,"about_ca_topic_score_gemma":0.002777837,"domain_scores_codex":[0.992076,0.0006051775,0.001990284,0.002201748,0.0002899078,0.002836879],"domain_scores_gemma":[0.9933914,0.002251212,0.001675063,0.001351981,0.0004200086,0.0009103195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009223152,0.000759977,0.8968585,0.001649626,0.000781511,0.0004731695,0.03648433,0.004615108,0.01661474,0.03322154,0.002920292,0.004698859],"study_design_scores_gemma":[0.003343805,0.0002961726,0.8817703,0.0007324812,0.0006090074,0.0005517321,0.03134586,0.03512796,0.0120344,0.009365131,0.0216554,0.003167751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876797,0.0005264728,0.003677911,0.0007824937,0.0005131738,0.001880959,0.001571124,0.0003453854,0.003022762],"genre_scores_gemma":[0.991188,0.001362186,0.002972988,0.0004687246,0.0006601179,0.0003705897,0.001028046,0.000306128,0.001643245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03051285,"threshold_uncertainty_score":0.9998738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400312230","doi":"10.19083/tesis/672242","title":"Diferencias en trastornos mentales en adultos que buscan rinoplastia en comparación con adultos que no buscan esta cirugía: Una revisión sistemática con metaanálisis","year":2024,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Body Image and Dysmorphia Studies","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":"Rogger Antonio Cayo Bulnes","is_ca":false},{"name":"Isabel Romina Chang Pardo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01227608263925081,"gpt":0.2937004681487752,"spread":0.2814243855095244,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001465461,0.002906663,0.003586732,0.002209713,0.001469146,0.0006895558,0.003008702,0.002342452,0.003232536],"category_scores_gemma":[0.001004608,0.003050936,0.001590949,0.002550483,0.001241796,0.0008303926,0.0007084687,0.003347046,0.002679401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002970955,"about_ca_system_score_gemma":0.00179871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113596,"about_ca_topic_score_gemma":0.009290935,"domain_scores_codex":[0.9866222,0.002274819,0.002331601,0.004131665,0.001850975,0.002788704],"domain_scores_gemma":[0.9904466,0.003243535,0.001450147,0.002210469,0.001381651,0.001267619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.009835252,0.007630804,0.05711992,0.02231833,0.02596097,0.008706702,0.4387276,0.0003601319,0.07445007,0.1227357,0.2043333,0.02782123],"study_design_scores_gemma":[0.009206737,0.003272131,0.3302239,0.01454054,0.01469254,0.0007108694,0.3452079,0.002226039,0.006285504,0.0003864618,0.263537,0.009710353],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8859217,0.0121092,0.00052729,0.002033531,0.002884663,0.003938817,0.002774938,0.0008517278,0.08895817],"genre_scores_gemma":[0.9591248,0.006833437,0.0005710227,0.0007953597,0.001391207,0.0003028485,0.002287547,0.0004341595,0.02825963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.273104,"threshold_uncertainty_score":0.9998308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412203824","doi":"10.19083/tesis/684252","title":"Asociación entre la menopausia prematura y el riesgo de enfermedad cardiovascular: Una revisión Sistemática y Meta análisis","year":2025,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Sex and Gender in Healthcare","field":"Medicine","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":"Medicine","authors":[{"name":"Diego Alejandro Galdos Olivera","is_ca":false},{"name":"Yessica Jasmin Gamonal Vargas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03013863524899313,"gpt":0.3211932193013995,"spread":0.2910545840524064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002853186,0.001705933,0.003521344,0.001482055,0.001337684,0.0003581441,0.001465565,0.002407775,0.001108942],"category_scores_gemma":[0.001658657,0.001736651,0.003041514,0.003141383,0.0004521054,0.0004021757,0.0003571511,0.002481183,0.000130311],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003324419,"about_ca_system_score_gemma":0.006300564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004373052,"about_ca_topic_score_gemma":0.0003914097,"domain_scores_codex":[0.9893323,0.00166615,0.001390783,0.00281196,0.002410628,0.002388244],"domain_scores_gemma":[0.9919953,0.001484886,0.0007244999,0.002938695,0.001481948,0.001374675],"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":[0.005775323,0.004287126,0.03339217,0.1172208,0.1746927,0.01560207,0.1961559,0.001992527,0.01213239,0.2006203,0.05189698,0.1862318],"study_design_scores_gemma":[0.006542954,0.001090449,0.1054512,0.01373477,0.09391964,0.0008393702,0.2205365,0.00146492,0.005083943,0.001893179,0.5443096,0.005133445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.507709,0.1994209,0.001240196,0.004715229,0.001831422,0.006992512,0.001473136,0.001061434,0.2755562],"genre_scores_gemma":[0.947617,0.02168866,0.0009769158,0.001706787,0.0009373318,0.0001710893,0.001752459,0.0002400774,0.0249097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4924126,"threshold_uncertainty_score":0.9999624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410857537","doi":"10.19083/tesis/684104","title":"Propuesta de una guía para la mejora de revisión de modelos BIM de Colegios, basado en Interoperabilidad y Open BIM en la Autoridad Nacional de Infraestructura","year":2024,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Occupational Health and Safety in Workplaces","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Centre for Applied Research in Cancer Control","keywords":"Humanities; Art","authors":[{"name":"Maria J. Vargas-Brochero","is_ca":false},{"name":"Héctor André Ecos Soto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02671053155614893,"gpt":0.3953960838083511,"spread":0.3686855522522022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.007270629,0.001405884,0.001494839,0.0012926,0.00248884,0.0006744607,0.003663059,0.00328631,0.0009260885],"category_scores_gemma":[0.002233468,0.001447796,0.0005494325,0.002097223,0.0005231518,0.0009554287,0.001041362,0.005552381,0.000309843],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01196884,"about_ca_system_score_gemma":0.03697328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134268,"about_ca_topic_score_gemma":0.00166848,"domain_scores_codex":[0.9856818,0.005984996,0.001771648,0.001946699,0.00126848,0.003346417],"domain_scores_gemma":[0.9901192,0.004581986,0.001002337,0.001245183,0.0008829665,0.002168352],"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":[0.007450496,0.001381326,0.2000769,0.01643577,0.001184608,0.002322401,0.1838846,0.01285081,0.005022536,0.517895,0.03667317,0.01482239],"study_design_scores_gemma":[0.004846527,0.001180589,0.4958357,0.02330291,0.001423644,0.0008648708,0.1141334,0.09842832,0.0006812075,0.02535118,0.2295051,0.0044466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709996,0.001480542,0.004039519,0.006527121,0.0006552358,0.003671699,0.001041223,0.0004027711,0.01118231],"genre_scores_gemma":[0.9600843,0.00429503,0.01881834,0.003895202,0.001295424,0.0004588188,0.0012973,0.000339605,0.009516019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4925438,"threshold_uncertainty_score":0.9999872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7142083993","doi":"10.19083/tesis/687095","title":"Vivienda multifamiliar de alta densidad con usos mixtos comerciales en Miraflores","year":2025,"lang":"","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Latin American Urban 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":"Habitability; Metropolitan area; Urban planning; Quarter (Canadian coin)","authors":[{"name":"Camila Yllari Tipacti Via","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01783910958188735,"gpt":0.3138060832104374,"spread":0.2959669736285501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.002162331,0.001851879,0.002411751,0.001744133,0.004926486,0.0005202922,0.0036958,0.001763737,0.001224445],"category_scores_gemma":[0.003245563,0.002158135,0.001223082,0.005162379,0.003394157,0.0007738007,0.0008025871,0.00200401,0.0002798799],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005029609,"about_ca_system_score_gemma":0.007674794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04704962,"about_ca_topic_score_gemma":0.03891322,"domain_scores_codex":[0.9878135,0.001948574,0.001549803,0.00287047,0.002391264,0.003426379],"domain_scores_gemma":[0.9908208,0.003458101,0.001562647,0.001422252,0.001495132,0.001241107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001583999,0.002089718,0.09328799,0.001513051,0.003273926,0.001047763,0.6963406,0.001382607,0.02585232,0.04335415,0.04945531,0.08081855],"study_design_scores_gemma":[0.002603437,0.0004956723,0.1124516,0.001624264,0.002249305,0.00002170239,0.6711534,0.00311604,0.003430557,0.0007521207,0.1980577,0.00404414],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8697933,0.003046179,0.0007828969,0.001483738,0.001719076,0.00258966,0.0003400891,0.0004792304,0.1197658],"genre_scores_gemma":[0.9320255,0.006359754,0.002967731,0.001419728,0.0008253367,0.000107687,0.000211359,0.0001666425,0.05591627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1486024,"threshold_uncertainty_score":0.9996886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413441322","doi":"10.19083/tesis/684482","title":"COVID-19 y los Trastornos Neurocognitivos: Una Revisión Sistemática","year":2025,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Long-Term Effects of COVID-19","field":"Medicine","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":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Humanities; Psychology; Medicine; Philosophy; Virology; Pathology","authors":[{"name":"Diego Alonso Acosta Felices","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01679786882014189,"gpt":0.3132578870551349,"spread":0.296460018234993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001551206,0.002112882,0.002638878,0.003199945,0.001599051,0.0004253013,0.002549651,0.002003177,0.002481386],"category_scores_gemma":[0.01811963,0.002342832,0.001539,0.003848227,0.0007974211,0.0006953955,0.0004459649,0.002706158,0.0005907934],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006119918,"about_ca_system_score_gemma":0.01751211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157482,"about_ca_topic_score_gemma":0.0005776305,"domain_scores_codex":[0.9889454,0.001113434,0.001632411,0.003431705,0.002382095,0.002495],"domain_scores_gemma":[0.9849748,0.005709907,0.001298548,0.002490284,0.001139828,0.004386634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02262761,0.01022074,0.08408302,0.2547737,0.00887044,0.04581433,0.04678101,0.001798811,0.09284234,0.1004638,0.2742797,0.05744443],"study_design_scores_gemma":[0.02457647,0.005001714,0.1205942,0.04502903,0.01788499,0.000870767,0.04138829,0.004977455,0.006789412,0.001243608,0.7224163,0.009227707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7370397,0.01234596,0.007110923,0.02083583,0.00278935,0.01632072,0.001962737,0.002177523,0.1994173],"genre_scores_gemma":[0.8921948,0.004495276,0.0007666635,0.03496404,0.001573886,0.0002544303,0.002820563,0.0004480513,0.0624823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4481366,"threshold_uncertainty_score":0.9997007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158939155","doi":"10.19083/tesis/652727","title":"La relación entre el uso de las tecnologías digitales y el desarrollo de las exportaciones de las Mypes participantes de la feria “Perú Moda” durante el 2016 al 2018","year":2020,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bibliographical Society of Canada","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Laura Jackeline Jacinto Torres","is_ca":true},{"name":"Bridgitte Alessandra Manay Tafur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01787517223503303,"gpt":0.2482181199970427,"spread":0.2303429477620097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001396963,0.001086691,0.001456362,0.001239604,0.0009778854,0.0007018711,0.001382874,0.001488238,0.0006481977],"category_scores_gemma":[0.0009186469,0.001354795,0.0006130095,0.001506774,0.0007829928,0.001467924,0.0001999996,0.001114524,0.00044871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00173171,"about_ca_system_score_gemma":0.002066406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002583301,"about_ca_topic_score_gemma":0.0009672801,"domain_scores_codex":[0.9944147,0.0002057733,0.001508881,0.001669541,0.0002139804,0.001987149],"domain_scores_gemma":[0.9961247,0.0006577407,0.001443925,0.0008412379,0.0003043976,0.0006279743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006238423,0.0007692628,0.8789556,0.0005180979,0.0008272765,0.0004358686,0.01679863,0.001499431,0.003880828,0.08266035,0.01153576,0.001495035],"study_design_scores_gemma":[0.002691008,0.0002474047,0.799164,0.0006229102,0.0004422891,0.000258649,0.02141181,0.01298542,0.002475021,0.0125553,0.1444879,0.002658283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737031,0.002853866,0.003020405,0.001237237,0.0003968141,0.0005547947,0.0007102131,0.0002464471,0.01727711],"genre_scores_gemma":[0.9880303,0.004494762,0.001245467,0.0009948004,0.0004045141,0.00008716088,0.0005842476,0.0001908533,0.003967944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1329522,"threshold_uncertainty_score":0.999808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387359989","doi":"10.19083/tesis/667072","title":"Estado funcional y nivel de calidad de vida en pacientes post COVID-19","year":2022,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Long-Term Effects of COVID-19","field":"Medicine","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":"Humanities; Coronavirus disease 2019 (COVID-19); Medicine; Philosophy; Internal medicine","authors":[{"name":"Rosa Evelyn Lucho Salvador","is_ca":true},{"name":"Elizabeth Eva Chuquillanqui Trujillo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01176291164108502,"gpt":0.2975390161798153,"spread":0.2857761045387303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003693141,0.00162271,0.001770929,0.00259162,0.002222971,0.0003212405,0.002649137,0.001431088,0.006903549],"category_scores_gemma":[0.01227823,0.001858469,0.001290455,0.002510081,0.0007821183,0.0006457116,0.0007212487,0.002830929,0.0003201074],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01815663,"about_ca_system_score_gemma":0.02397423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02108756,"about_ca_topic_score_gemma":0.001523451,"domain_scores_codex":[0.9889533,0.001628134,0.001119855,0.002521831,0.002870262,0.002906601],"domain_scores_gemma":[0.9860194,0.006391859,0.001090589,0.0017504,0.0007629904,0.003984797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01026011,0.004224013,0.4846096,0.01026794,0.002676136,0.0244418,0.1396144,0.007570509,0.1877737,0.06349923,0.05885258,0.006209965],"study_design_scores_gemma":[0.01166139,0.003733912,0.5128891,0.001921636,0.004575972,0.002103934,0.1733025,0.006945283,0.003927169,0.001045185,0.2728654,0.005028445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725488,0.001654331,0.003903658,0.009824152,0.0007395642,0.002605534,0.00150504,0.0005672182,0.006651671],"genre_scores_gemma":[0.9551054,0.0008653016,0.001827231,0.01913645,0.0009289556,0.0001676053,0.004227919,0.0003547147,0.01738648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2140129,"threshold_uncertainty_score":0.9998653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387359973","doi":"10.19083/tesis/667074","title":"Ocurrencia de complicaciones en pacientes adultos con enfermedad inflamatoria intestinal e infección por Clostridiodes difficile: Una revisión sistemática","year":2021,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","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":"Medicine; Humanities; Cochrane Library; Gynecology; Internal medicine; Meta-analysis; Philosophy","authors":[{"name":"Luis Augusto Caro Valera","is_ca":false},{"name":"Ryan Joshua Sánchez Rojas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01863490062894163,"gpt":0.3095008005326267,"spread":0.2908658999036851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001752176,0.002168945,0.002844334,0.001949296,0.001475591,0.0006985681,0.002146439,0.001974915,0.002571284],"category_scores_gemma":[0.007021159,0.002320111,0.001427536,0.00425972,0.0009950093,0.000485885,0.0008413697,0.003992003,0.0005516614],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004652174,"about_ca_system_score_gemma":0.00828837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151185,"about_ca_topic_score_gemma":0.0003167933,"domain_scores_codex":[0.987097,0.001148162,0.002180848,0.003016559,0.003076707,0.003480698],"domain_scores_gemma":[0.9883627,0.002559672,0.001240715,0.002289345,0.003174267,0.002373288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004549965,0.006163935,0.139545,0.01603305,0.002382673,0.006934775,0.01897789,0.0002743206,0.7376834,0.03446539,0.01437944,0.0186101],"study_design_scores_gemma":[0.01354874,0.004831295,0.2339276,0.04853964,0.006452569,0.002803149,0.1990104,0.009156763,0.4097396,0.0002326894,0.06338555,0.008372014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732875,0.005960589,0.0003045651,0.001325391,0.0007311974,0.002339899,0.000761094,0.0004246848,0.01486503],"genre_scores_gemma":[0.980607,0.009626891,0.0004499909,0.0003257134,0.001793843,0.0001384314,0.003453969,0.0002876163,0.00331653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3279438,"threshold_uncertainty_score":0.9998243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410924058","doi":"10.19083/tesis/684108","title":"Efecto del ayuno intermitente sobre el peso en niños y adolescentes con sobrepeso u obesidad, y sobre el metabolismo de la glucosa en niños y adolescentes con DM2: Una revisión sistemática","year":2025,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Health and Lifestyle Studies","field":"Health Professions","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":"Medicine; Humanities; Art","authors":[{"name":"A. Torres Muñoz","is_ca":false},{"name":"Ida Torre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01423336504857558,"gpt":0.3503335324910725,"spread":0.3361001674424969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004854972,0.002922,0.00412932,0.002540545,0.004799986,0.0004000963,0.003308206,0.003861314,0.0004093131],"category_scores_gemma":[0.005521243,0.003048886,0.001815658,0.002840888,0.001019969,0.000838162,0.001383333,0.007421168,0.0005426776],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003938418,"about_ca_system_score_gemma":0.01021558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009937559,"about_ca_topic_score_gemma":0.002568988,"domain_scores_codex":[0.9783466,0.007674151,0.003431067,0.003592223,0.001984482,0.004971417],"domain_scores_gemma":[0.9840978,0.006351524,0.002516162,0.002380825,0.002127275,0.002526371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009606436,0.007612792,0.3383689,0.1177097,0.005567844,0.002799161,0.1567923,0.0003001252,0.01562232,0.1512764,0.1142832,0.08006086],"study_design_scores_gemma":[0.009620295,0.0008062831,0.4018115,0.05885363,0.004639312,0.0001521069,0.1681759,0.002437965,0.00130763,0.0008602566,0.3464296,0.004905547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8459564,0.03999064,0.002879163,0.01286765,0.003989156,0.01401091,0.003729098,0.00189979,0.07467718],"genre_scores_gemma":[0.901574,0.05808455,0.0007807069,0.01165784,0.002612757,0.0004307218,0.001652351,0.0005014726,0.02270558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2321464,"threshold_uncertainty_score":0.9998853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412203782","doi":"10.19083/tesis/684256","title":"Ingesta dietética de flavonoides y la incidencia de demencia en adultos mayores de 45 años: una revisión sistemática","year":2025,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Health and Lifestyle Studies","field":"Health Professions","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; Gerontology; Medicine; Art","authors":[{"name":"Anmary Domínguez","is_ca":false},{"name":"R. García","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02040134991451585,"gpt":0.3697810373228373,"spread":0.3493796874083214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.006121639,0.001528395,0.002008474,0.001643009,0.004690783,0.0002091479,0.002362544,0.003021768,0.0005025157],"category_scores_gemma":[0.01234205,0.001673344,0.0007089407,0.002481517,0.0005804134,0.0004920043,0.0007721069,0.00458457,0.0002812257],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007299082,"about_ca_system_score_gemma":0.02315631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01561709,"about_ca_topic_score_gemma":0.01043817,"domain_scores_codex":[0.9854428,0.004739764,0.002065972,0.001998297,0.001256589,0.004496539],"domain_scores_gemma":[0.9858294,0.007727907,0.001348251,0.00153828,0.001280896,0.002275235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002446515,0.001333606,0.5068205,0.03907518,0.001516943,0.001675093,0.2826506,0.000297739,0.005812918,0.05864313,0.07805659,0.02167118],"study_design_scores_gemma":[0.001888537,0.0005169765,0.6468255,0.01920377,0.001574648,0.00004823282,0.2034595,0.001726253,0.0004244671,0.0009733404,0.1212917,0.00206703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259199,0.005869696,0.001003517,0.004909446,0.0004638245,0.002717667,0.0003369473,0.0005059221,0.0582731],"genre_scores_gemma":[0.9424139,0.02315618,0.004791602,0.007761153,0.001410325,0.0003845494,0.0003752489,0.0002411679,0.01946585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.140005,"threshold_uncertainty_score":0.9997465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111280279","doi":"10.19083/tesis/652594","title":"El impacto de los servicios de publicidad que brindan los influencers en la determinación del impuesto a la renta de las empresas del sector Retail, Lima, 2019","year":2020,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Humanities; Persona; Political science; Geography; Cartography; Business; Art","authors":[{"name":"Marilin Eyleng Allca Graos","is_ca":true},{"name":"Carla Pierina Vásquez Cahua","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01600765159125236,"gpt":0.2441449435843451,"spread":0.2281372919930928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001718624,0.001225281,0.001529005,0.002036751,0.0007523238,0.0009452696,0.002285299,0.001928527,0.000778073],"category_scores_gemma":[0.0006827554,0.001693533,0.0006630076,0.002563105,0.000348167,0.00201532,0.000342515,0.001712248,0.0002997374],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004296526,"about_ca_system_score_gemma":0.003609854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01797297,"about_ca_topic_score_gemma":0.005033462,"domain_scores_codex":[0.993852,0.0002748009,0.00161088,0.001935993,0.0002710097,0.002055368],"domain_scores_gemma":[0.9949968,0.0005044541,0.001774671,0.001230062,0.0005062397,0.0009877918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004630571,0.0004342715,0.9519567,0.001108964,0.0005784924,0.0002998052,0.01635454,0.001136928,0.002654546,0.01737918,0.004473762,0.003159742],"study_design_scores_gemma":[0.00175876,0.0002335916,0.9099705,0.0004828787,0.0002926996,0.0002375315,0.006668584,0.01460331,0.0009280359,0.001319273,0.06134209,0.002162767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973424,0.001230287,0.002537833,0.0005987164,0.0003010565,0.0009272666,0.001044902,0.000209966,0.01972604],"genre_scores_gemma":[0.9891429,0.002011527,0.001773495,0.002213363,0.0005513888,0.00007994474,0.000830305,0.0002692798,0.003127772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05686833,"threshold_uncertainty_score":0.9995258,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W7139979111","doi":"10.19083/tesis/686959","title":"La risa en palabras: estudio contrastivo de la audiodescripción en inglés y en español de cuatro comedias cinematográficas Misterio a bordo (2019), Misterio a la vista (2023), Tiempo para mí (2022) y Hombre de Toronto","year":2025,"lang":"","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Humor Studies and Applications","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":"Persona; Context (archaeology); Exhibition; Opera","authors":[{"name":"Viviana Nicole Gastelo Jimenez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009442547458292228,"gpt":0.3188530865075634,"spread":0.3094105390492712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004230774,0.002237981,0.00273747,0.0008536426,0.001956222,0.0007527735,0.003421375,0.003127109,0.002597783],"category_scores_gemma":[0.001513678,0.002671344,0.001219968,0.001799767,0.001203762,0.0003279578,0.000723918,0.003312882,0.0001781378],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006695145,"about_ca_system_score_gemma":0.005296211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02413924,"about_ca_topic_score_gemma":0.01555992,"domain_scores_codex":[0.9855825,0.004820622,0.001910473,0.00315489,0.001125738,0.003405827],"domain_scores_gemma":[0.9880967,0.006064434,0.00139644,0.002382296,0.0005309826,0.001529134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005084068,0.00733158,0.05489601,0.00360062,0.008564299,0.006700852,0.508217,0.0002773079,0.06225989,0.0613419,0.254027,0.02769947],"study_design_scores_gemma":[0.00539039,0.0005643472,0.2250488,0.001283508,0.002530145,0.0008071489,0.2434982,0.0007600037,0.0003060952,0.0002291916,0.5169073,0.002674842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8306771,0.01215873,0.00977286,0.00247653,0.0007579298,0.003702716,0.001707953,0.0005630607,0.1381831],"genre_scores_gemma":[0.9483981,0.008466655,0.00245127,0.001196984,0.0007447009,0.001023541,0.0007816922,0.0003275335,0.0366095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2647188,"threshold_uncertainty_score":0.9993431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2413035023","doi":"","title":"El poder de la evaluación para el aprendizaje","year":2016,"lang":"es","type":"article","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","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":"Humanities; Political science; Art","authors":[{"name":"Anita Sherwin – Hamer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0392104052007862,"gpt":0.3778167308365329,"spread":0.3386063256357467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003014473,0.0004215959,0.000391657,0.0004144832,0.001238272,0.0003120298,0.001269841,0.0005588746,0.00289698],"category_scores_gemma":[0.0008504985,0.0003810273,0.0003110111,0.001221004,0.001560433,0.0006562903,0.0001790035,0.0004980743,0.0005207786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519033,"about_ca_system_score_gemma":0.002529235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002001137,"about_ca_topic_score_gemma":0.0002156973,"domain_scores_codex":[0.9952189,0.001197938,0.000369331,0.0008783245,0.0009364226,0.001399077],"domain_scores_gemma":[0.996817,0.001165611,0.0002804072,0.0006413417,0.0002254646,0.000870208],"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":[0.0001133007,0.00112775,0.1352647,0.00005940519,0.0002709905,0.0001201011,0.2170775,0.00004064557,0.01662159,0.5222799,0.01528506,0.09173902],"study_design_scores_gemma":[0.002432347,0.0001993261,0.2680736,0.0004000192,0.0003339585,0.0000438931,0.1169172,0.0003984059,0.0009279608,0.009668863,0.5992236,0.001380905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7358029,0.0003907147,0.002676634,0.01183597,0.0003221933,0.00032499,0.00004491566,0.0002433082,0.2483583],"genre_scores_gemma":[0.9835414,0.0008609825,0.000897046,0.00111609,0.0006400411,0.00001312156,0.000005102549,0.00004999203,0.01287621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5839385,"threshold_uncertainty_score":0.9998642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399305659","doi":"10.19083/tesis/672160","title":"Recurrencia del virus del papiloma humano (VPH) posterior al tratamiento quirúrgico por conización con asa electro quirúrgica (Cono LEEP) y conización con asa larga electro quirúrgico (LLET-Z) en pacientes con displasia cervical de alto grado: una revisión sistemática y metaanálisis","year":2024,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Cervical Cancer and HPV Research","field":"Medicine","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":"Medicine; Humanities; Gynecology; Art","authors":[{"name":"Fiorella Joeline Castro Abanto","is_ca":false},{"name":"M. Molina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01719537480569308,"gpt":0.3181069521315225,"spread":0.3009115773258294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003374703,0.003542809,0.004941679,0.002964652,0.002148431,0.001578061,0.003658914,0.002889007,0.01056842],"category_scores_gemma":[0.001696718,0.003593744,0.002595272,0.005310502,0.001937087,0.001185329,0.0009643153,0.00576559,0.001183094],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007509571,"about_ca_system_score_gemma":0.006901594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004473639,"about_ca_topic_score_gemma":0.003114545,"domain_scores_codex":[0.9781966,0.002042633,0.003418432,0.005599435,0.004465368,0.006277552],"domain_scores_gemma":[0.9863769,0.002201844,0.001524278,0.002867023,0.003025763,0.004004162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04883962,0.0107983,0.03154754,0.02821845,0.01485201,0.01575054,0.04598286,0.0001198283,0.5370517,0.1086756,0.06747916,0.09068433],"study_design_scores_gemma":[0.04431217,0.02957575,0.2027033,0.01609096,0.030407,0.004904596,0.09634002,0.03259793,0.1273334,0.003373013,0.3915579,0.02080397],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247185,0.04005316,0.001212258,0.004968541,0.001163734,0.005932302,0.002830943,0.0008907898,0.01822981],"genre_scores_gemma":[0.9652117,0.01496742,0.0003753948,0.004045176,0.001313434,0.0003900363,0.005666897,0.0006725186,0.007357398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4097183,"threshold_uncertainty_score":0.9995946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2417427307","doi":"","title":"Introducción a la metodología STEM","year":2016,"lang":"es","type":"article","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","topic":"Educational Research and Science Teaching","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":"Humanities; Political science; Computer science; Art","authors":[{"name":"Bernardo León de la Barra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03719951595003178,"gpt":0.2863200129199941,"spread":0.2491204969699623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002507878,0.0003537729,0.000357038,0.0001750512,0.001004302,0.000382581,0.00171236,0.0002909303,0.002276165],"category_scores_gemma":[0.001005379,0.0001495007,0.0002702144,0.001432693,0.0009813902,0.0007196263,0.000417,0.0004433734,0.0005551139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006597253,"about_ca_system_score_gemma":0.0005128364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008014948,"about_ca_topic_score_gemma":0.0001884204,"domain_scores_codex":[0.9955953,0.0007270219,0.0003259471,0.001044287,0.0009813444,0.001326143],"domain_scores_gemma":[0.9962047,0.002190028,0.0001851829,0.0003040258,0.0002640293,0.0008519973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001313512,0.000459705,0.08279344,0.00002408864,0.00007061671,0.00009516645,0.001685126,0.000008954753,0.4343111,0.1412277,0.01867919,0.3205136],"study_design_scores_gemma":[0.0005710752,0.0007539602,0.5351806,0.0002563436,0.00005736976,0.00009646553,0.0136031,0.0001429796,0.005482138,0.00265047,0.4402939,0.0009116748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470939,0.0004020129,0.0001848313,0.03304749,0.0001595694,0.0002737458,0.00008763069,0.0001019988,0.01864884],"genre_scores_gemma":[0.9824071,0.0006593696,0.0002621772,0.0005900158,0.0006652233,0.000009085532,0.000006343072,0.00000493709,0.01539574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4523871,"threshold_uncertainty_score":0.9986359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2559908324","doi":"","title":"Desarrollo de la versión ágil de la herramienta 29110-In-a-box para implementar la norma ISO/IEC 29110","year":2014,"lang":"es","type":"dissertation","venue":"Universidad Peruana de Ciencias Aplicadas (UPC)","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":"Agile software development; Documentation; Software engineering; Engineering; Software development; Engineering management; Software; Computer science; Operating system","authors":[{"name":"Carlos Javier Mendoza Farfán","is_ca":false},{"name":"Christian Martín Saravia Hernández","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0153589029986265,"gpt":0.2538465684635292,"spread":0.2384876654649027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003432524,0.0009390613,0.001300604,0.002049246,0.0008155096,0.0005779927,0.001549874,0.001414471,0.00171856],"category_scores_gemma":[0.0003044375,0.001329111,0.0005243064,0.001991732,0.0005860445,0.001015579,0.0002165847,0.001279611,0.000366573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002888519,"about_ca_system_score_gemma":0.001072634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01667638,"about_ca_topic_score_gemma":0.002407166,"domain_scores_codex":[0.9947482,0.0003162769,0.001457076,0.001595423,0.0002154449,0.001667625],"domain_scores_gemma":[0.9961794,0.0007881321,0.001391083,0.001007779,0.0002109456,0.0004226522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002792181,0.0005925246,0.9238475,0.0003634137,0.0003006359,0.0001449039,0.007860572,0.00141207,0.0004096845,0.05686444,0.00522025,0.002704807],"study_design_scores_gemma":[0.002852614,0.0001172912,0.7598183,0.0001862816,0.0001310599,0.00006563923,0.008589326,0.004149358,0.0003299347,0.002103914,0.2201921,0.001464218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200354,0.0005819384,0.002218531,0.0002238853,0.0004318307,0.0005594639,0.000342267,0.00009483941,0.0755119],"genre_scores_gemma":[0.9910553,0.001782991,0.001402859,0.0009694826,0.0003478994,0.00005351701,0.0007709209,0.0001518053,0.00346523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2149718,"threshold_uncertainty_score":0.9998819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}