{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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"},"query_hash":"4a28afd4e70c","filters":{"venue":"INGENIARE"}},"results":[{"id":"W3055258549","doi":"10.18041/1909-2458/ingeniare.27.6656","title":"METODOLOGÍA DE GESTIÓN INTEGRADA DE CALIDAD, AMBIENTE, SEGURIDAD Y SALUD EN EL TRABAJO, PARA LAS PYMES CONTRATISTAS DEL SECTOR ELÉCTRICO BASADA EN EL MODELO DE SISTEMA VIABLE","year":2020,"lang":"es","type":"article","venue":"INGENIARE","topic":"Occupational Health and Safety in Workplaces","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Humanities; Political science; Geography; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.05989718074663031,"gpt":0.4065194013097246,"spread":0.3466222205630943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00327568,0.0009259765,0.001542088,0.000274441,0.001510632,0.0001459164,0.0009883544,0.001501786,0.0005872365],"category_scores_gemma":[0.004226714,0.0009047117,0.0004153893,0.0009316652,0.0001843741,0.0003787605,0.0002651345,0.002858817,0.000302566],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00202258,"about_ca_system_score_gemma":0.006080773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007687679,"about_ca_topic_score_gemma":0.001728503,"domain_scores_codex":[0.9878345,0.00543372,0.002107069,0.00112356,0.0008964888,0.00260472],"domain_scores_gemma":[0.9875715,0.008550286,0.0008326743,0.0006677528,0.0004958179,0.001881976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006011202,0.0009636282,0.8223666,0.01227375,0.001088724,0.0006564818,0.05151116,0.00913775,0.00353347,0.01794841,0.06604383,0.008465013],"study_design_scores_gemma":[0.01253156,0.002977743,0.4349369,0.007781364,0.002082296,0.0002641607,0.02790377,0.3248862,0.005832619,0.01082617,0.1651309,0.004846284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326383,0.008220295,0.02273431,0.02731201,0.001126853,0.002651474,0.003354409,0.0005185525,0.001443764],"genre_scores_gemma":[0.9664227,0.001284368,0.01404656,0.01384568,0.002336104,0.0004483082,0.0003731428,0.0001927764,0.001050402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3874297,"threshold_uncertainty_score":0.9997945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1825751453","doi":"10.18041/1909-2458/ingeniare.16.591","title":"Web 2.0 como Apoyo al Aprendizaje de Nuevas Tecnologías en la Comunidad Academica: Caso Universidad Popular del Cesar","year":2014,"lang":"es","type":"article","venue":"INGENIARE","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Humanities; Cartography; Geography; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01048496302331854,"gpt":0.2552279420841556,"spread":0.244742979060837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001443249,0.0005211442,0.0005294259,0.0004087832,0.0005846163,0.0005249474,0.002745184,0.0005926905,0.00005290716],"category_scores_gemma":[0.0003237638,0.0005579179,0.0002252795,0.0007050695,0.0003618449,0.000376803,0.001965317,0.001499707,0.000722189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003346742,"about_ca_system_score_gemma":0.0001728538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002825426,"about_ca_topic_score_gemma":0.00008354153,"domain_scores_codex":[0.995634,0.001408633,0.0004561582,0.0009578503,0.0005337147,0.001009621],"domain_scores_gemma":[0.9976302,0.0004292745,0.0002909469,0.001158852,0.0001528742,0.0003378684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001556989,0.0009440866,0.1730992,0.00115706,0.001274055,0.0009979501,0.03590536,0.003884846,0.005349022,0.2697576,0.1160731,0.391402],"study_design_scores_gemma":[0.001055111,0.0002184203,0.004818052,0.00045716,0.0001589573,0.00006932086,0.0009988359,0.08013612,0.0005790732,0.0005712608,0.9101746,0.0007630726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8541842,0.005026479,0.05016432,0.01747,0.002206108,0.0008359688,0.00007830199,0.001551778,0.06848283],"genre_scores_gemma":[0.9879383,0.0004382671,0.006129102,0.0009288929,0.0003492463,0.00001196026,0.00002891241,0.00006239374,0.004112876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7941015,"threshold_uncertainty_score":0.9996873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132640111","doi":"10.18041/1909-2458/ingeniare.17.562","title":"Diseño de un Sistema para el Control de la Humedad Relativa y la Temperatura, de Acuerdo a los Índices de Confort en Incubación y Fructificación en una Unidad Productiva de Orellanas (Pleurotus Ostreatus Jacq. Kumm)","year":2015,"lang":"es","type":"article","venue":"INGENIARE","topic":"Plant and soil sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Iron Ore Company (Canada)","funders":"","keywords":"Humanities; Philosophy; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.01348336651139512,"gpt":0.2758198920125667,"spread":0.2623365255011716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003184052,0.0006549085,0.0007260981,0.00009272516,0.0007360335,0.0008354585,0.001235234,0.0008791838,0.00008978064],"category_scores_gemma":[0.001906048,0.0003390306,0.0002672779,0.0007711418,0.0008072314,0.0004025739,0.0002090504,0.0009017086,0.0000544954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004743638,"about_ca_system_score_gemma":0.0007768556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003597673,"about_ca_topic_score_gemma":0.001107889,"domain_scores_codex":[0.9935254,0.002646149,0.0006155001,0.0009625035,0.0006804083,0.001569964],"domain_scores_gemma":[0.9959251,0.002202014,0.0003855074,0.0002837289,0.0001940849,0.00100952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005723957,0.0003781145,0.796196,0.0001578357,0.0003104001,0.0008705529,0.0138117,0.0002297446,0.1697892,0.003931903,0.001419056,0.01233309],"study_design_scores_gemma":[0.001926462,0.0009299746,0.8702682,0.0008571956,0.0005117662,0.00161751,0.009053783,0.001876613,0.0273436,0.006092432,0.07781291,0.001709573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987219,0.002166262,0.00001045279,0.004394582,0.0001707486,0.000659687,0.0004602933,0.0001831373,0.004735885],"genre_scores_gemma":[0.9960613,0.000498242,0.0003556177,0.0003317785,0.001037013,0.0000838011,0.00009741954,0.00001445214,0.001520335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1424456,"threshold_uncertainty_score":0.9999062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}