{"meta":{"query_hash":"006ef6204e52","filters":{"venue":"Encuentro Internacional de Educación en Ingeniería"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/006ef6204e52","api":"https://metacan.xera.ac/api/v1/cohort?venue=Encuentro+Internacional+de+Educacio%CC%81n+en+Ingenieri%CC%81a"},"results":[{"id":"W4318001663","doi":"10.26507/paper.2239","title":"An overview of water quality regulation or standards in swimming pools, drinking water, and hot springs in Germany, Canada, and Colombia","year":2022,"lang":"es","type":"article","venue":"Encuentro Internacional de Educación en Ingeniería","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Potable water; Humanities; Political science; Geography; Physics; Art; Environmental engineering; Environmental science","score_opus":0.013825710105584347,"score_gpt":0.28569731535279413,"score_spread":0.27187160524720977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318001663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974473,0.0010345527,0.0000074451023,0.00063331646,0.00034134666,0.00024822145,0.00010649334,0.0000069336747,0.00017438656],"genre_scores_gemma":[0.99808687,0.00094950176,0.00018886989,0.00029070926,0.000061357576,0.000047646212,0.000036814414,0.000019187326,0.00031904638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971207,0.0003768407,0.0006484588,0.0005440858,0.0007595633,0.0005503453],"domain_scores_gemma":[0.9994478,0.000075689655,0.00014943609,0.00017724057,0.000009545783,0.00014027137],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095850724,0.00029048894,0.00042764546,0.00007843651,0.00028382,0.00005169278,0.00029083848,0.00006782188,0.0033390431],"category_scores_gemma":[0.000027002066,0.00021384258,0.00004576233,0.00014038396,0.0002986171,0.0002647054,0.0009440968,0.00039144402,0.000002143039],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006446946,0.00042990444,0.75025463,0.00019837657,0.000070281225,0.000072592185,0.027692726,0.0009742947,0.20590186,0.00040921546,0.00010055857,0.013250836],"study_design_scores_gemma":[0.00075604714,0.00034782285,0.96287984,0.00016312297,0.000027159129,0.000056446268,0.007427548,0.00027408134,0.010698556,0.00031221836,0.016629204,0.00042795905],"about_ca_topic_score_codex":0.22014283,"about_ca_topic_score_gemma":0.11644142,"teacher_disagreement_score":0.21262518,"about_ca_system_score_codex":0.0018532204,"about_ca_system_score_gemma":0.00006180624,"threshold_uncertainty_score":0.99757206},"labels":[],"label_agreement":null},{"id":"W4387087445","doi":"10.26507/paper.2929","title":"Presence of metals in a ferruginous hot spring in the Cundinamarca region, Colombia","year":2023,"lang":"en","type":"article","venue":"Encuentro Internacional de Educación en Ingeniería","topic":"Public Health and Environmental Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Arsenic; Strontium; Manganese; Hot spring; Spring (device); Metallurgy; Mercury (programming language); Zinc; Environmental chemistry; Environmental science; Nickel; Cadmium; Chemistry; Materials science; Geology","score_opus":0.017436445919718074,"score_gpt":0.2824228822698316,"score_spread":0.26498643635011354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387087445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919208,0.000121891695,0.000059618385,0.0027760966,0.00037219323,0.0003598534,0.0000065870904,0.000032518627,0.004350387],"genre_scores_gemma":[0.99800307,0.00019992875,0.0002626146,0.00038367818,0.000089121524,0.00016131018,0.000007770589,0.000019183313,0.00087335566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974569,0.00034280002,0.0005060645,0.00040993182,0.0005528343,0.00073145574],"domain_scores_gemma":[0.998977,0.0003831988,0.00012703154,0.00034892067,0.000004693114,0.00015916141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013905659,0.00020350695,0.0002696632,0.00019547307,0.00007301252,0.000033687193,0.0008809353,0.000101703,0.0007292507],"category_scores_gemma":[0.0003628422,0.00017268825,0.00009303967,0.000735926,0.00024466464,0.00029163258,0.00036354712,0.0003884108,0.00039298774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014260481,0.00046228597,0.9561,0.00005192288,0.000023510005,0.0002396837,0.025666222,0.0026835871,0.0053703957,0.0013296499,0.0047639213,0.0031662423],"study_design_scores_gemma":[0.0004188975,0.00010192834,0.96700853,0.00008404051,0.000007371783,0.00006114527,0.003334774,0.0014309472,0.00074641197,0.0012182461,0.025370972,0.00021673796],"about_ca_topic_score_codex":0.006251804,"about_ca_topic_score_gemma":0.0018488327,"teacher_disagreement_score":0.022331446,"about_ca_system_score_codex":0.0005932798,"about_ca_system_score_gemma":0.000055815886,"threshold_uncertainty_score":0.94508994},"labels":[],"label_agreement":null},{"id":"W4403246396","doi":"10.26507/paper.3590","title":"Proyectos Capstone como puente para la internacionalización e integración del currículo: Escuela profesional de ingeniería civil Universidad Católica San Pablo - Una experiencia de éxito","year":2024,"lang":"es","type":"article","venue":"Encuentro Internacional de Educación en Ingeniería","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidad Industrial de Santander; Universidad de los Andes; University of Melbourne; University of Alabama; Universidad del Cauca; Université Laval","keywords":"Humanities; Capstone; Political science; Management; Philosophy; Computer science; Economics","score_opus":0.01581604908414776,"score_gpt":0.37967787235301,"score_spread":0.36386182326886224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403246396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958659,0.0051962,0.010252369,0.00902393,0.0061350414,0.0010499296,0.000175305,0.00062073197,0.008887484],"genre_scores_gemma":[0.9764051,0.0015766508,0.0018515122,0.00098579,0.0037106893,0.00046827723,0.0002532611,0.00019306246,0.014555667],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901106,0.0029112683,0.0012937023,0.0016305922,0.0019801361,0.0020737217],"domain_scores_gemma":[0.9960179,0.001023786,0.0004945641,0.0007431771,0.00045352688,0.001267068],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0048601464,0.0010998115,0.00081734214,0.0009868616,0.001222276,0.0011911797,0.0019956252,0.00085657695,0.0031669154],"category_scores_gemma":[0.0011684494,0.0011481479,0.0008294055,0.0012371277,0.0010409872,0.0010861537,0.00045736262,0.0027126113,0.00070021383],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00076220644,0.0030110632,0.0547381,0.00087703014,0.0018199006,0.00056258054,0.6067286,0.00054548436,0.01088858,0.2255069,0.08327033,0.011289208],"study_design_scores_gemma":[0.0015742604,0.000598544,0.014253739,0.005541953,0.00074472954,0.0008011617,0.06600861,0.014054121,0.0050090617,0.007886743,0.88110375,0.0024233297],"about_ca_topic_score_codex":0.0044584875,"about_ca_topic_score_gemma":0.0006534119,"teacher_disagreement_score":0.7978334,"about_ca_system_score_codex":0.0060139275,"about_ca_system_score_gemma":0.0065878625,"threshold_uncertainty_score":0.9998457},"labels":[],"label_agreement":null},{"id":"W4403290417","doi":"10.26507/paper.3527","title":"Inteligencia Artificial como recurso de información en las bibliotecas escolares, una mirada desde el pensamiento computacional para convertirlas en aulas","year":2024,"lang":"es","type":"article","venue":"Encuentro Internacional de Educación en Ingeniería","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Confederation College","funders":"","keywords":"Humanities; Computer science; Art","score_opus":0.019545670840763474,"score_gpt":0.34841539143410016,"score_spread":0.3288697205933367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403290417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8008342,0.003240813,0.15631826,0.02591108,0.01094804,0.0007693934,0.00032919846,0.00071240525,0.000936627],"genre_scores_gemma":[0.9709127,0.000700868,0.02185494,0.0017251048,0.0031733578,0.00023448649,0.00026757148,0.0001223008,0.0010086487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926736,0.0006931764,0.0018443661,0.0015658727,0.0013985548,0.0018244334],"domain_scores_gemma":[0.99534714,0.0018250599,0.00043942264,0.001053743,0.0007143826,0.00062025094],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021999858,0.0010527404,0.00081580516,0.003834016,0.00058446557,0.0018421721,0.003180947,0.0010011409,0.0012712361],"category_scores_gemma":[0.00088551297,0.0011370451,0.00056812784,0.0047102086,0.0005887217,0.0015319987,0.0013673468,0.0026886454,0.001793317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018798838,0.000998646,0.008066641,0.00042132274,0.00096624304,0.000454387,0.012910823,0.000796727,0.00818427,0.9086385,0.020369323,0.03800513],"study_design_scores_gemma":[0.0010152182,0.0010794371,0.030831669,0.0030991721,0.00032976782,0.004175701,0.0028012865,0.19682285,0.031284552,0.110149406,0.6154593,0.0029516025],"about_ca_topic_score_codex":0.0006643383,"about_ca_topic_score_gemma":0.00014459365,"teacher_disagreement_score":0.7984891,"about_ca_system_score_codex":0.002711434,"about_ca_system_score_gemma":0.0043370766,"threshold_uncertainty_score":0.9996417},"labels":[],"label_agreement":null},{"id":"W4416244666","doi":"10.26507/paper.4584","title":"Infraestructura local para espacios inteligentes: uso de docker y microservicios en el monitoreo de adultos mayores","year":2025,"lang":"es","type":"article","venue":"Encuentro Internacional de Educación en Ingeniería","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Internet of Things; Raspberry pi; Work (physics); Persona","score_opus":0.007487525030759343,"score_gpt":0.31509540925620294,"score_spread":0.3076078842254436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416244666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76431614,0.0018195038,0.22100045,0.005900725,0.005044739,0.0008666911,0.0001655918,0.00035814111,0.00052803307],"genre_scores_gemma":[0.98525226,0.0003964348,0.006312428,0.003546185,0.0021848849,0.00039300375,0.00004790273,0.00012459845,0.0017422799],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914203,0.0017561767,0.0017136115,0.001818675,0.0010559775,0.002235249],"domain_scores_gemma":[0.9944785,0.0017443389,0.0007103616,0.0014792952,0.0007207501,0.0008667167],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0015835646,0.001304794,0.0012301209,0.0011585759,0.00050190423,0.001471178,0.0034892648,0.0009191892,0.00040100917],"category_scores_gemma":[0.0009921986,0.0014153405,0.0008767051,0.0010935221,0.00052235124,0.0011635543,0.0016297707,0.0020497683,0.0007074387],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016576184,0.0021463681,0.5962887,0.0019203067,0.004019682,0.0013209447,0.08647783,0.0012301173,0.05391033,0.034283552,0.019596538,0.19714801],"study_design_scores_gemma":[0.007882741,0.0010724812,0.3019995,0.011760107,0.0009465704,0.0061836895,0.023185713,0.075048976,0.22747016,0.018375361,0.32022557,0.005849118],"about_ca_topic_score_codex":0.0021779449,"about_ca_topic_score_gemma":0.00021058467,"teacher_disagreement_score":0.30062902,"about_ca_system_score_codex":0.0037065023,"about_ca_system_score_gemma":0.00284379,"threshold_uncertainty_score":0.9999704},"labels":[],"label_agreement":null},{"id":"W7083477829","doi":"10.26507/paper.4338","title":"Determinación del coeficiente de transferencia de masa en un modelo físico de un reactor metalúrgico: una experiencia en el laboratorio","year":2025,"lang":"es","type":"article","venue":"Encuentro Internacional de Educación en Ingeniería","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidad Nacional Autónoma de México; University of British Columbia","keywords":"Context (archaeology); Work (physics); Scope (computer science); Point (geometry)","score_opus":0.006436761486165419,"score_gpt":0.2728098801638503,"score_spread":0.26637311867768493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083477829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7874825,0.0017025992,0.20060532,0.0040837447,0.0017353664,0.00038760912,0.0001397638,0.00023788979,0.0036251878],"genre_scores_gemma":[0.97557384,0.000458767,0.018318871,0.0018584769,0.00089867116,0.0002893979,0.000042359738,0.000045798617,0.002513825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9927501,0.0012328378,0.0011952553,0.0016600518,0.00082720263,0.0023345277],"domain_scores_gemma":[0.99603766,0.00103209,0.0003548261,0.0012351387,0.0005204536,0.0008198173],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021031448,0.0011001353,0.00095586,0.00044530525,0.00049793505,0.0006225995,0.0035926478,0.00094568275,0.00051703956],"category_scores_gemma":[0.0015671228,0.001187215,0.00060765096,0.0011168303,0.00029364863,0.0006089316,0.0009020618,0.0017015453,0.00008168659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009827656,0.0026943462,0.09206355,0.0011374252,0.0021454222,0.0019177499,0.13791104,0.0043996978,0.48832017,0.23211622,0.004147435,0.03216417],"study_design_scores_gemma":[0.0033897168,0.00055919786,0.036069438,0.0018754905,0.0007677424,0.0014517963,0.0064883707,0.14268251,0.6199274,0.039304294,0.14421642,0.003267617],"about_ca_topic_score_codex":0.0003510977,"about_ca_topic_score_gemma":0.000032523287,"teacher_disagreement_score":0.19281194,"about_ca_system_score_codex":0.002283524,"about_ca_system_score_gemma":0.003568355,"threshold_uncertainty_score":0.99905777},"labels":[],"label_agreement":null}]}