{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"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":"90b62b765495","filters":{"venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)"}},"results":[{"id":"W7039235002","doi":"","title":"La demanda de exportaciones: ¿qué dice la evidencia empirica? análisis para el caso ecuatoriano (1970-2002)","year":2004,"lang":"es","type":"dissertation","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Phytoplasmas and Hemiptera pathogens","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":"Population; Work (physics); Order (exchange)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01464392147858725,"gpt":0.2806866858601185,"spread":0.2660427643815313,"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"],"category_scores_codex":[0.002389941,0.002512068,0.003127434,0.0002995667,0.001677997,0.001567415,0.002305962,0.003710703,0.001086561],"category_scores_gemma":[0.002787966,0.001598483,0.001554942,0.001148797,0.0008162576,0.001095007,0.0003396996,0.002686027,0.0006789031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319086,"about_ca_system_score_gemma":0.002092903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003554557,"about_ca_topic_score_gemma":0.002079918,"domain_scores_codex":[0.9867775,0.002912617,0.002772818,0.002783684,0.001515436,0.003237945],"domain_scores_gemma":[0.9907942,0.004244563,0.00092385,0.001066669,0.000877204,0.00209345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004089921,0.004684379,0.7096056,0.00259496,0.002150979,0.007158624,0.01510142,0.001485486,0.1917757,0.02140459,0.002670694,0.03727762],"study_design_scores_gemma":[0.005307534,0.002003402,0.8457016,0.003716234,0.003477093,0.002668561,0.00789231,0.001687499,0.001777026,0.001887509,0.1183215,0.005559731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810285,0.007377888,0.0001338119,0.003967881,0.001436738,0.001849981,0.002157996,0.0004482469,0.001598955],"genre_scores_gemma":[0.9851337,0.004950899,0.001119671,0.001142683,0.004191327,0.0008725719,0.001159952,0.000119391,0.001309782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1899987,"threshold_uncertainty_score":0.9998266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7018395478","doi":"","title":"Desarrollo de un plan de implementación de las NIIF para la compañía Fontal S.A. de la ciudad de Guayaquil por el año 2009","year":2017,"lang":"es","type":"dissertation","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","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":"Work (physics); Miami; Quarter (Canadian coin); Plan (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01981619451042881,"gpt":0.2781534082279047,"spread":0.2583372137174759,"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"],"category_scores_codex":[0.005502552,0.002013729,0.003239792,0.001054081,0.001873171,0.002349055,0.00266418,0.002817064,0.001026454],"category_scores_gemma":[0.00248693,0.002493249,0.00100802,0.0005120669,0.0008428475,0.001335932,0.0002608547,0.002376727,0.0004188966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003309466,"about_ca_system_score_gemma":0.004308884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01973359,"about_ca_topic_score_gemma":0.001198833,"domain_scores_codex":[0.988925,0.001158488,0.003458706,0.00210498,0.0003133428,0.004039444],"domain_scores_gemma":[0.9924487,0.001857169,0.00176334,0.002080195,0.0004547651,0.001395836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001212579,0.0009996704,0.934782,0.0007580823,0.001104318,0.0005366122,0.003635003,0.001333387,0.002204388,0.04822206,0.001320295,0.00389155],"study_design_scores_gemma":[0.008016131,0.0004054151,0.9037977,0.0005843514,0.0008789683,0.001582363,0.00168354,0.01957137,0.0003607942,0.009644213,0.05060723,0.00286793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735053,0.005475386,0.007301389,0.00212987,0.001285862,0.001622497,0.004923061,0.0002727848,0.003483864],"genre_scores_gemma":[0.9792073,0.002812216,0.008506513,0.001841184,0.002521286,0.0009212808,0.002162,0.0004769566,0.001551254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04928694,"threshold_uncertainty_score":0.9999248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7054528504","doi":"","title":"Análisis de mercado para la implementación de un hotel boutique en el destino Guayaquil","year":2017,"lang":"es","type":"dissertation","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008154176763674498,"gpt":0.3234473719844014,"spread":0.315293195220727,"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"],"category_scores_codex":[0.00265132,0.002676465,0.003119539,0.0006547626,0.002375826,0.001536916,0.002842008,0.002180691,0.001501378],"category_scores_gemma":[0.001772991,0.002769191,0.001458788,0.0004947979,0.0009365235,0.001300135,0.0003342599,0.003516879,0.0002871742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001430277,"about_ca_system_score_gemma":0.004831057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008722215,"about_ca_topic_score_gemma":0.0001783401,"domain_scores_codex":[0.9870294,0.002970158,0.002539922,0.002395135,0.001081888,0.003983441],"domain_scores_gemma":[0.9909049,0.002602249,0.001135562,0.002710607,0.0008329792,0.001813748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005314118,0.003272893,0.5242741,0.002256413,0.00625925,0.0023191,0.01473808,0.003986876,0.05387,0.2111441,0.001915814,0.1706493],"study_design_scores_gemma":[0.02690446,0.003059363,0.6430596,0.005676961,0.01275869,0.001571322,0.01241101,0.01343802,0.01199472,0.05046875,0.2052329,0.01342415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250257,0.005009921,0.03484099,0.003791479,0.002293895,0.004131157,0.01434049,0.0005224305,0.01004394],"genre_scores_gemma":[0.9746854,0.002101124,0.01073545,0.0004277126,0.006019062,0.001214096,0.002625467,0.0005412864,0.001650393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2033171,"threshold_uncertainty_score":0.9994996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6989405376","doi":"","title":"Automatización del sistema de manejo de grano de la industria cervecera para la obtención de malta","year":2005,"lang":"es","type":"dissertation","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Industrial Automation and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Prospection; Ghosting; Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009405280766801444,"gpt":0.2667597710035598,"spread":0.2573544902367584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.005809108,0.002885514,0.003876156,0.001072366,0.001134407,0.002159065,0.00248322,0.006961922,0.0006032127],"category_scores_gemma":[0.004301992,0.003121298,0.001475993,0.001026955,0.0005501708,0.0009609633,0.0002078942,0.004948818,0.0005311811],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005579657,"about_ca_system_score_gemma":0.005879737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008500882,"about_ca_topic_score_gemma":0.0004692405,"domain_scores_codex":[0.9811683,0.006941484,0.003957717,0.001928741,0.001394725,0.004608985],"domain_scores_gemma":[0.9893924,0.0045834,0.0009189178,0.001984983,0.0006774817,0.002442845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.007040409,0.004412975,0.2564353,0.01247453,0.01010214,0.00670162,0.02649635,0.2197188,0.1761111,0.1913225,0.00623891,0.08294537],"study_design_scores_gemma":[0.01755348,0.0007785423,0.3278523,0.005275992,0.004939445,0.005382937,0.00442795,0.5712522,0.001116503,0.0007548734,0.05469,0.005975746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626988,0.0057674,0.009778906,0.004355431,0.002258149,0.004445761,0.001539705,0.002494428,0.006661412],"genre_scores_gemma":[0.980322,0.001091926,0.006412729,0.0008952105,0.004979957,0.002043348,0.0007120788,0.0008109565,0.002731812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3515334,"threshold_uncertainty_score":0.999756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7026692195","doi":"","title":"Análisis de mercado para la implementación de un hotel boutique en el destino Guayaquil","year":2011,"lang":"es","type":"other","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01279631999774036,"gpt":0.2951083873487064,"spread":0.282312067350966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.00915957,0.006977392,0.007526177,0.003630033,0.001717537,0.002332905,0.007394231,0.007820001,0.0133489],"category_scores_gemma":[0.00848352,0.007248285,0.002896928,0.002622122,0.00340887,0.001548778,0.002218743,0.007214305,0.01118291],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005859566,"about_ca_system_score_gemma":0.008272638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02986054,"about_ca_topic_score_gemma":0.001025363,"domain_scores_codex":[0.9588101,0.01630837,0.005774956,0.005813693,0.00261673,0.01067613],"domain_scores_gemma":[0.9771155,0.006964877,0.002067405,0.006664627,0.001230906,0.005956646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009981847,0.009980979,0.6524055,0.004551094,0.01486492,0.01329928,0.01624077,0.00150558,0.1171326,0.08617088,0.04841894,0.02544768],"study_design_scores_gemma":[0.02480022,0.003113387,0.4270654,0.004974574,0.01577008,0.01250049,0.002792791,0.007636117,0.002585263,0.004033728,0.4802735,0.01445445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8142049,0.03367632,0.01953858,0.01003053,0.004761131,0.01964003,0.0426163,0.006922288,0.04860995],"genre_scores_gemma":[0.924323,0.009267211,0.03829975,0.002710261,0.006283883,0.003060081,0.001165438,0.006174951,0.008715428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4318546,"threshold_uncertainty_score":0.9998685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7054697740","doi":"","title":"Análisis de factibilidad al proceso de elaboración de harina de banano para balanceado en la provincia del Guayas año 2009","year":2009,"lang":"es","type":"dissertation","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Particle accelerators and beam dynamics","field":"Engineering","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":"Cape verde; Work (physics); Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005920599744041531,"gpt":0.2611293400582268,"spread":0.2552087403141853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002437805,0.002502948,0.002724304,0.0006670893,0.0008531988,0.001538467,0.002189054,0.003066838,0.0001201953],"category_scores_gemma":[0.003112253,0.002672158,0.0008467845,0.0009629218,0.0003472295,0.001283596,0.0002034745,0.003336452,0.0001767474],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004253059,"about_ca_system_score_gemma":0.005497114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007970493,"about_ca_topic_score_gemma":0.001005559,"domain_scores_codex":[0.9879022,0.001805322,0.002461915,0.002099858,0.0009943646,0.00473639],"domain_scores_gemma":[0.9933204,0.001418338,0.0005156369,0.001822677,0.0007754043,0.002147533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002685876,0.003841184,0.6876854,0.003516568,0.001933541,0.003128357,0.00935248,0.06670986,0.1718857,0.007697134,0.001223375,0.04034051],"study_design_scores_gemma":[0.004512238,0.0008248013,0.5927562,0.001225137,0.00208449,0.001222024,0.001507107,0.3820328,0.003083967,0.0005021191,0.006891376,0.003357679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727095,0.005452399,0.01439486,0.002074827,0.000551641,0.002163296,0.001434367,0.0009271492,0.0002919672],"genre_scores_gemma":[0.9697027,0.00224513,0.0227456,0.001471948,0.001243715,0.0008212266,0.0006229602,0.0006031899,0.0005435758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.315323,"threshold_uncertainty_score":0.9995694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7017356571","doi":"","title":"Analisis para determinar la factibilidad de la aceptación de una organizadora de eventos","year":2009,"lang":"es","type":"dissertation","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Seismic Performance and Analysis","field":"Engineering","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":"Linea; Context (archaeology); Limiting; Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005029959265270925,"gpt":0.2718980187657592,"spread":0.2668680595004883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002319217,0.002273045,0.002813669,0.001017028,0.0006996952,0.001355157,0.001969876,0.003144621,0.0003988853],"category_scores_gemma":[0.002111035,0.00240536,0.001282422,0.00126189,0.000450344,0.0009891281,0.0001631419,0.003053753,0.0003024776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002627415,"about_ca_system_score_gemma":0.002330623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004563021,"about_ca_topic_score_gemma":0.0001486463,"domain_scores_codex":[0.9892997,0.002466141,0.002183685,0.001720291,0.0009459166,0.003384305],"domain_scores_gemma":[0.9934232,0.002164515,0.0004488479,0.001860552,0.0004626236,0.001640287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00240948,0.002572052,0.5293539,0.004603837,0.005658549,0.005198513,0.01878602,0.1233994,0.2120512,0.004341381,0.001991132,0.08963451],"study_design_scores_gemma":[0.007408803,0.001097795,0.6025661,0.003684119,0.009012876,0.003237357,0.009404815,0.3297359,0.006625441,0.0009765396,0.01987086,0.006379429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849204,0.00402077,0.006306731,0.00112125,0.0004104932,0.0009807106,0.0005660366,0.0007081768,0.0009654237],"genre_scores_gemma":[0.9849411,0.005506221,0.004506432,0.000970014,0.001694219,0.0003357512,0.0007345041,0.0005368917,0.0007748586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2063365,"threshold_uncertainty_score":0.9996815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7005400893","doi":"","title":"Proyecto de mercadeo para el servicio telefónico del banco de pichincha (telenexo) en la regional guayaquil","year":2017,"lang":"es","type":"dissertation","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","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":"Government (linguistics); Quarter (Canadian coin)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00782230543896145,"gpt":0.2959920589000296,"spread":0.2881697534610681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002794225,0.002464945,0.002768179,0.0005695928,0.001213601,0.001179871,0.003844696,0.00384135,0.0002102608],"category_scores_gemma":[0.003667599,0.002528064,0.001658934,0.000345672,0.0008762124,0.0001650451,0.0006229281,0.002675026,0.000152789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019194,"about_ca_system_score_gemma":0.004427487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007726634,"about_ca_topic_score_gemma":0.00157023,"domain_scores_codex":[0.9874181,0.00318879,0.002337206,0.002964345,0.001067686,0.003023856],"domain_scores_gemma":[0.9914712,0.0009773184,0.001056339,0.003931281,0.001146119,0.001417716],"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":[0.003402951,0.001958369,0.09110943,0.001836004,0.003437387,0.00118778,0.002822225,0.0009044049,0.8645458,0.002884496,0.004271821,0.02163936],"study_design_scores_gemma":[0.01476394,0.003781742,0.3369009,0.004106803,0.01300361,0.005470213,0.003477463,0.03151581,0.129809,0.002686907,0.4419752,0.01250842],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714329,0.01254073,0.005107787,0.004425573,0.0004076207,0.002626287,0.0006890079,0.0003766511,0.00239342],"genre_scores_gemma":[0.9666838,0.01026428,0.007794448,0.001849867,0.003237335,0.001294065,0.003644965,0.0005674948,0.004663763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7347368,"threshold_uncertainty_score":0.999857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7009697462","doi":"","title":"Evaluación de tres productos de bajo impacto ambiental para el control integrado de sigatoca negra (mycosphaerella fijiensis morelet) en plantaciones de banano orgánico.","year":2016,"lang":"es","type":"dissertation","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Banana Cultivation and Research","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":"Quarter (Canadian coin); Field (mathematics); Climax","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01322619492819879,"gpt":0.2987722373224304,"spread":0.2855460423942316,"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"],"category_scores_codex":[0.003669228,0.002281435,0.00273881,0.0004020452,0.001847625,0.001212404,0.002625964,0.00283189,0.001383127],"category_scores_gemma":[0.006634074,0.001251138,0.001367107,0.00105868,0.001059394,0.000782657,0.0002877163,0.002614768,0.0003954641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00274786,"about_ca_system_score_gemma":0.003160976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316145,"about_ca_topic_score_gemma":0.001398861,"domain_scores_codex":[0.9832567,0.005231878,0.002366984,0.002559769,0.001659416,0.004925258],"domain_scores_gemma":[0.9900255,0.004298313,0.0007264143,0.001016217,0.001155759,0.002777786],"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":[0.00603666,0.001702104,0.2567347,0.0007373805,0.001207002,0.0006832746,0.004450637,0.0004286462,0.6814916,0.004399671,0.001830805,0.04029755],"study_design_scores_gemma":[0.007957639,0.003054947,0.9241965,0.002700887,0.002009336,0.00181964,0.007701794,0.0144355,0.01847295,0.0009343219,0.01279384,0.003922587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677962,0.003428165,0.0004587379,0.02049625,0.0007506263,0.003669642,0.002767646,0.000402977,0.0002297813],"genre_scores_gemma":[0.9852917,0.003752001,0.0009966303,0.00154121,0.003202496,0.001183526,0.001185449,0.0001335478,0.002713491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6674618,"threshold_uncertainty_score":0.9998244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7025316036","doi":"","title":"Utilización de la plataforma hadoop para la detección de potencial plagio con indicadores de probabilidad de certeza de las táreas enviadas a un sistema de administración de cursos (aplicable para sidweb o metis)","year":2011,"lang":"es","type":"dissertation","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Renaissance Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Homogeneous; Persona","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01384871199197222,"gpt":0.2681528836131687,"spread":0.2543041716211965,"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"],"category_scores_codex":[0.00369299,0.002971085,0.003344774,0.0006470421,0.002491331,0.00379893,0.002772255,0.005059962,0.0009289713],"category_scores_gemma":[0.002774224,0.002813756,0.001558115,0.0004092647,0.00210645,0.001297939,0.000286029,0.004918167,0.0001519993],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00225633,"about_ca_system_score_gemma":0.007930809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008096253,"about_ca_topic_score_gemma":0.002410334,"domain_scores_codex":[0.9832727,0.004980539,0.002806979,0.002296292,0.001168131,0.005475363],"domain_scores_gemma":[0.9905319,0.002844135,0.001140922,0.001908046,0.0007081167,0.00286691],"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":[0.01679294,0.007244036,0.2649911,0.009343046,0.005302303,0.01029838,0.2134097,0.001808239,0.05352924,0.3954086,0.004222061,0.01765039],"study_design_scores_gemma":[0.02157352,0.00613662,0.3553268,0.01233476,0.01661867,0.02694036,0.04653205,0.01774547,0.01665005,0.03919563,0.4266475,0.01429858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734689,0.01048488,0.001900186,0.001406006,0.000544799,0.003177338,0.003117451,0.0006728675,0.005227577],"genre_scores_gemma":[0.9778256,0.002134174,0.007982559,0.001706267,0.003208514,0.002473077,0.001138471,0.0005870926,0.002944283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4224255,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061452001","doi":"","title":"Propuesta de un método biológico para la detección de aflatoxinas en alimentos","year":2013,"lang":"es","type":"dissertation","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Particle accelerators and beam dynamics","field":"Engineering","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":"Trichothecene; Labrador Retriever; Research methodology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00688307846292702,"gpt":0.2497523685616224,"spread":0.2428692900986953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001793245,0.002440411,0.002527411,0.0005966056,0.0007570312,0.0016406,0.002054519,0.003046314,0.0003821758],"category_scores_gemma":[0.001121238,0.002442515,0.0008815385,0.000725958,0.0004263067,0.0009870379,0.0003016079,0.002721064,0.0007179863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002092636,"about_ca_system_score_gemma":0.001595424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003732153,"about_ca_topic_score_gemma":0.0001397656,"domain_scores_codex":[0.9887341,0.00220241,0.002451195,0.00183355,0.0009375354,0.003841232],"domain_scores_gemma":[0.9932687,0.001879659,0.0004357876,0.001933661,0.0005201487,0.001962098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001523472,0.002409662,0.1826015,0.003467293,0.003608757,0.00195466,0.009285083,0.02113831,0.6800712,0.03935133,0.00051627,0.05407253],"study_design_scores_gemma":[0.01040294,0.001760621,0.4102544,0.002747011,0.005464691,0.002347905,0.003316941,0.5019514,0.03118865,0.002011229,0.02040338,0.008150822],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835083,0.004243783,0.005152999,0.001288697,0.0009939312,0.002650301,0.0006827314,0.000911024,0.0005681777],"genre_scores_gemma":[0.9814374,0.00261187,0.01010053,0.0004388732,0.00162971,0.001583988,0.0006066827,0.0007152476,0.0008756259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6488825,"threshold_uncertainty_score":0.9995797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7054542536","doi":"","title":"Análisis técnico a capacidades y necesidades de reemplazo de equipos que utilizan al amoniaco como refrigerante enfocado a una industria alimenticia","year":2015,"lang":"es","type":"dissertation","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Publics; Happening; Perspective (graphical)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01258449947348608,"gpt":0.3134762603706521,"spread":0.300891760897166,"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"],"category_scores_codex":[0.002723997,0.003172448,0.00395457,0.0007953399,0.001691276,0.001745931,0.002404362,0.002732808,0.0009137727],"category_scores_gemma":[0.001388125,0.003249383,0.001425335,0.001102011,0.001198283,0.001456542,0.0003510254,0.00455599,0.0003608301],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002818232,"about_ca_system_score_gemma":0.008138419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282159,"about_ca_topic_score_gemma":0.00045541,"domain_scores_codex":[0.9844651,0.0029447,0.003389123,0.002765824,0.001700932,0.004734343],"domain_scores_gemma":[0.9905243,0.001622006,0.001252444,0.002375201,0.001578145,0.002647932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02215623,0.008405899,0.2817812,0.004866953,0.01666194,0.003090909,0.04367618,0.01742034,0.2146183,0.2518402,0.01592697,0.1195549],"study_design_scores_gemma":[0.06656996,0.01366767,0.08148815,0.03288161,0.03162104,0.002718441,0.07050119,0.1025862,0.03732993,0.0771193,0.4519472,0.03156926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537889,0.009459605,0.008184441,0.004880153,0.002147898,0.004557933,0.01145328,0.0006087534,0.004919015],"genre_scores_gemma":[0.9816208,0.0008841507,0.005243608,0.0009489179,0.004778739,0.001123097,0.00272145,0.0006161398,0.002063123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4360203,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024169921","doi":"","title":"Proyecto de evaluación sobre la creación e implementación de un cine para la proyección de piezas audiovisuales independientes nacionales","year":2010,"lang":"es","type":"dissertation","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); The Imaginary; Portuguese","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007075971259262847,"gpt":0.2985764686315187,"spread":0.2915004973722559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003561521,0.002812317,0.003046579,0.0005044413,0.001484856,0.001468086,0.002321511,0.002449362,0.0007778383],"category_scores_gemma":[0.001184517,0.002694746,0.001617555,0.0006381488,0.001519186,0.0007225577,0.000568468,0.005035559,0.0003340529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073392,"about_ca_system_score_gemma":0.004940353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002479628,"about_ca_topic_score_gemma":0.0001851245,"domain_scores_codex":[0.9855203,0.003858385,0.002563468,0.002458096,0.001416574,0.004183162],"domain_scores_gemma":[0.990095,0.003975261,0.0009010607,0.00195124,0.0009374996,0.002139969],"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":[0.002276279,0.003210662,0.1198007,0.001277933,0.002156366,0.0003523731,0.00430145,0.0005293154,0.02757777,0.8149579,0.0002551119,0.02330407],"study_design_scores_gemma":[0.02930052,0.004232454,0.4708536,0.005958041,0.01519125,0.002110801,0.01534377,0.02771457,0.02218903,0.3239729,0.07009368,0.01303937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791059,0.001326798,0.005923629,0.003234437,0.0006624855,0.003355647,0.003481081,0.000377179,0.002532778],"genre_scores_gemma":[0.9836867,0.0008354396,0.004800393,0.0005257418,0.003650263,0.001997681,0.00316038,0.000666566,0.0006768508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.490985,"threshold_uncertainty_score":0.999815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061392313","doi":"","title":"Proyecto de inversión para la comercialización e industralización de aves en la provincia de Santa Elena","year":2009,"lang":"es","type":"other","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Nova scotia; Estate","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008793212440887497,"gpt":0.275500508253029,"spread":0.2667072958121415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003428083,0.002420981,0.002818398,0.0009416449,0.0007535486,0.001613082,0.002915414,0.002783943,0.02825376],"category_scores_gemma":[0.001450275,0.002427752,0.001018158,0.000808823,0.001257394,0.0002436357,0.00081951,0.004074392,0.0007353824],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108284,"about_ca_system_score_gemma":0.0086853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01639822,"about_ca_topic_score_gemma":0.0004531949,"domain_scores_codex":[0.9831063,0.006720325,0.002080206,0.002209975,0.001435436,0.004447788],"domain_scores_gemma":[0.9913891,0.002999618,0.0006155765,0.002174472,0.0004399054,0.00238135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002660988,0.005894816,0.4978034,0.002716131,0.003109286,0.002666547,0.005897325,0.0007065187,0.03204417,0.1205797,0.07474419,0.2511769],"study_design_scores_gemma":[0.007381979,0.001288764,0.1460212,0.001894292,0.00177253,0.0004512061,0.001469832,0.007799866,0.0004150148,0.001095617,0.8271735,0.003236191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6948351,0.00589363,0.01082386,0.03409631,0.001243873,0.01635415,0.005842404,0.001458833,0.2294519],"genre_scores_gemma":[0.9351963,0.001579875,0.005250378,0.001201892,0.003876397,0.001286778,0.000422214,0.000766188,0.05041998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7524293,"threshold_uncertainty_score":0.9994233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027906752","doi":"","title":"Diseños De Factibilidad De Un Puente Peatonal De 160 m De Luz En El Malecón 26 De Noviembre De La Ciudad De Daule","year":2018,"lang":"es","type":"dissertation","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Architecture and Art History Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Square (algebra); Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006635090310485318,"gpt":0.2679659338609848,"spread":0.2613308435504995,"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"],"category_scores_codex":[0.002710785,0.002318476,0.002474938,0.0006511813,0.003615223,0.001420115,0.002016428,0.001872361,0.001084707],"category_scores_gemma":[0.002685029,0.002281121,0.001328383,0.0002131159,0.002100651,0.0006139273,0.0004339909,0.003066613,0.0002469102],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004064871,"about_ca_system_score_gemma":0.00569583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00812396,"about_ca_topic_score_gemma":0.003321871,"domain_scores_codex":[0.9869237,0.003786367,0.001931693,0.001915581,0.0008395325,0.004603123],"domain_scores_gemma":[0.9923697,0.003019299,0.0006007953,0.001488923,0.0006004475,0.001920831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007735278,0.004221199,0.4765644,0.004270801,0.005924354,0.004409546,0.3280447,0.00541751,0.04348845,0.09484181,0.007748424,0.0173335],"study_design_scores_gemma":[0.01089252,0.00280184,0.4105653,0.00353549,0.009173168,0.005819798,0.03392882,0.02941787,0.001848215,0.007551593,0.4765367,0.00792866],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731167,0.008580964,0.006073876,0.003024646,0.00111408,0.00166362,0.001904991,0.0005783523,0.003942756],"genre_scores_gemma":[0.9739565,0.001998998,0.006357662,0.003014045,0.005576361,0.0008862945,0.000534251,0.0006208953,0.007054969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4687883,"threshold_uncertainty_score":0.9999409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7071085279","doi":"","title":"Resoluciones del consejo directivo de la sesión celebrada el 15 de julio del 2013 (0100-0169)","year":2013,"lang":"es","type":"other","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Escuela Superior Politécnica del Litoral; Commercializations Promotion Agency for R and D Outcomes; Federation for the Humanities and Social Sciences","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006793992236785126,"gpt":0.2604806091780151,"spread":0.25368661694123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.007075705,0.007823166,0.008804925,0.003317091,0.00247065,0.004018551,0.006915835,0.009313697,0.01103915],"category_scores_gemma":[0.01060057,0.007943173,0.003088371,0.002513739,0.006010061,0.002118398,0.002030025,0.008343223,0.03052166],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007628702,"about_ca_system_score_gemma":0.01112275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05643765,"about_ca_topic_score_gemma":0.00179473,"domain_scores_codex":[0.9561203,0.01676228,0.006071212,0.006719654,0.003410793,0.01091577],"domain_scores_gemma":[0.9693969,0.01170961,0.002427551,0.007359946,0.00217659,0.0069294],"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":[0.00939595,0.01149179,0.232429,0.005845254,0.01300885,0.009053273,0.007008333,0.008766778,0.111745,0.08024589,0.4964402,0.01456968],"study_design_scores_gemma":[0.02037073,0.001985428,0.08361794,0.005440149,0.008932504,0.009741737,0.001765388,0.04690963,0.0008973956,0.002450329,0.8052143,0.01267451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6645283,0.1354778,0.01339233,0.03044273,0.01112147,0.02817561,0.02838609,0.0111727,0.07730302],"genre_scores_gemma":[0.8628573,0.01093299,0.02177876,0.003604209,0.008960658,0.004821057,0.0008785482,0.007481172,0.07868532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.308774,"threshold_uncertainty_score":0.998828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7017189457","doi":"","title":"Análisis técnico a capacidades y necesidades de reemplazo de equipos que utilizan al amoniaco como refrigerante enfocado a una industria alimenticia","year":2011,"lang":"es","type":"dissertation","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Metropolitan area; Publics; Order (exchange)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01313514676476287,"gpt":0.2685195310850913,"spread":0.2553843843203285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001860025,0.002877452,0.00321488,0.001491018,0.001503765,0.002092649,0.002682878,0.004421152,0.0007221454],"category_scores_gemma":[0.002644924,0.003018781,0.00114482,0.001186635,0.0009914521,0.001304413,0.0003428065,0.00448146,0.000428563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002104335,"about_ca_system_score_gemma":0.002407113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007731193,"about_ca_topic_score_gemma":0.0006271091,"domain_scores_codex":[0.9874473,0.001806428,0.003313003,0.002272886,0.00115578,0.004004631],"domain_scores_gemma":[0.993014,0.001432414,0.0008164585,0.002476899,0.0007984749,0.001461794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005259228,0.003422994,0.1192997,0.006189224,0.009988815,0.003115191,0.02396022,0.02094486,0.5742128,0.1853749,0.00973247,0.03849963],"study_design_scores_gemma":[0.02937059,0.007612054,0.2613543,0.03038831,0.01602687,0.005393519,0.02827437,0.317795,0.1466774,0.0154735,0.116937,0.02469708],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706321,0.007046704,0.00627097,0.004239007,0.001691121,0.003148773,0.001936363,0.002872163,0.002162734],"genre_scores_gemma":[0.9789208,0.003844089,0.01012523,0.00115744,0.001048008,0.001428821,0.001341188,0.0006656059,0.001468868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4275355,"threshold_uncertainty_score":0.9997962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061596576","doi":"","title":"Resoluciones de Consejo Politécnico adoptadas en su sesión de enero 08 de 2015","year":2012,"lang":"es","type":"other","venue":"Maestría en Control de Operaciones y Gestión Logística (Escuela Superior Politécnica del Litoral)","topic":"Particle accelerators and beam dynamics","field":"Engineering","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":"Federation for the Humanities and Social Sciences","keywords":"Feature (linguistics); Work (physics); Qualitative analysis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008473637048307718,"gpt":0.2505984527897691,"spread":0.2421248157414613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002800142,0.002926805,0.003358324,0.0008737654,0.0007461372,0.001244336,0.002542373,0.003860411,0.001888253],"category_scores_gemma":[0.002223643,0.003037896,0.001117193,0.0007703143,0.0009096814,0.0008494677,0.0006376207,0.003178885,0.001394163],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004262957,"about_ca_system_score_gemma":0.003179964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007496443,"about_ca_topic_score_gemma":0.0003735523,"domain_scores_codex":[0.985091,0.002752396,0.002587634,0.001926332,0.001076038,0.006566626],"domain_scores_gemma":[0.9902709,0.002395806,0.0005046359,0.002813471,0.0004451495,0.003570068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002563415,0.004341895,0.640478,0.004900222,0.006044554,0.003433694,0.007084516,0.03859392,0.1053317,0.1333267,0.03447648,0.01942494],"study_design_scores_gemma":[0.01007877,0.001073155,0.1335797,0.002540818,0.005095063,0.004557032,0.001105667,0.14967,0.001554484,0.001113485,0.6818233,0.00780844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.902037,0.03933749,0.01946813,0.01121386,0.004703639,0.00420101,0.004462825,0.002877707,0.01169839],"genre_scores_gemma":[0.9584183,0.004753929,0.01487309,0.001574749,0.007070595,0.0006924775,0.0002425214,0.001732109,0.01064227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6473469,"threshold_uncertainty_score":0.9997925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}