{"meta":{"query_hash":"a5ea5cd61493","filters":{"venue":"REEC - Revista Eletrônica de Engenharia Civil"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/a5ea5cd61493","api":"https://metacan.xera.ac/api/v1/cohort?venue=REEC+-+Revista+Eletr%C3%B4nica+de+Engenharia+Civil"},"results":[{"id":"W2301447040","doi":"10.5216/reec.v9i3.32031","title":"Práticas executivas de redes coletoras de esgoto sanitário","year":2014,"lang":"pt","type":"article","venue":"REEC - Revista Eletrônica de Engenharia Civil","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","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":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.00825203350481969,"score_gpt":0.22204840312554897,"score_spread":0.2137963696207293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301447040","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42257687,0.0046319715,0.49356627,0.001930532,0.00043669844,0.0008811032,0.00063745177,0.005004321,0.07033475],"genre_scores_gemma":[0.7791915,0.0026240451,0.18913358,0.00016796043,0.00006643733,0.0002803304,0.000587058,0.00032731929,0.02762173],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984102,0.00030948874,0.00010820144,0.00026297077,0.0007618613,0.00014730504],"domain_scores_gemma":[0.99682474,0.000972057,0.00028253344,0.0007096701,0.0010809614,0.00012991647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001539364,0.00069906993,0.0004137738,0.0013813088,0.000946441,0.0023011249,0.001401405,0.001392831,0.007854551],"category_scores_gemma":[0.004507537,0.00047140414,0.0006555901,0.0011393429,0.0009042253,0.002907281,0.0015281287,0.00086468237,0.0018351795],"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":[0.0005283701,0.00036763752,0.015364188,0.0026762527,0.00010256928,0.001275879,0.00716519,0.04455539,0.1793022,0.02156052,0.006347244,0.72075456],"study_design_scores_gemma":[0.00015469952,0.0018297804,0.033309005,0.0017496573,0.0003993653,0.0030132383,0.013365911,0.14302687,0.29413328,0.019927759,0.48878682,0.0003037029],"about_ca_topic_score_codex":0.0039466494,"about_ca_topic_score_gemma":0.0054585086,"teacher_disagreement_score":0.007854551,"about_ca_system_score_codex":0.0008288868,"about_ca_system_score_gemma":0.001426154,"threshold_uncertainty_score":0.026276112},"labels":[],"label_agreement":null},{"id":"W2759370900","doi":"10.5216/reec.v14i1.45786","title":"ANÁLISE DA EFICIÊNCIA DE LOCALIZADORES DE ARMADURA ELETROMAGNÉTICOS: UM ESTUDO COMPARATIVO","year":2017,"lang":"pt","type":"article","venue":"REEC - Revista Eletrônica de Engenharia Civil","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","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":"University of Ottawa","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.017655114026601307,"score_gpt":0.2785089245104502,"score_spread":0.26085381048384887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759370900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98428243,0.0022298174,0.011050232,0.000091242946,0.000027943022,0.00012934838,0.00014373353,0.0001400031,0.0019052762],"genre_scores_gemma":[0.9872875,0.0013266132,0.008940795,0.000037269554,0.000010958169,0.000106034975,0.00010991657,0.000034163888,0.002146723],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987645,0.00032880472,0.00008310457,0.00026261513,0.00045067427,0.00011032395],"domain_scores_gemma":[0.99795544,0.0007393745,0.0003920713,0.0002545482,0.0005609755,0.00009756802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012228301,0.0005059707,0.0008115182,0.0007393845,0.00025238973,0.00082355604,0.0004779896,0.0007184432,0.0018230529],"category_scores_gemma":[0.0025105905,0.000294069,0.00054936844,0.0007671853,0.00034302226,0.00059726334,0.0007046933,0.00035670938,0.0004773071],"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":[0.002659403,0.00060277036,0.056192163,0.0022928668,0.00018533473,0.0003745361,0.0012876146,0.005268102,0.7261012,0.00022901567,0.0005572596,0.20424971],"study_design_scores_gemma":[0.00015569718,0.023395943,0.23392256,0.0003481873,0.0008839705,0.0013692672,0.0049788114,0.015044658,0.69934636,0.0004761476,0.019953433,0.00012494295],"about_ca_topic_score_codex":0.0010136468,"about_ca_topic_score_gemma":0.0016392487,"teacher_disagreement_score":0.0018230529,"about_ca_system_score_codex":0.00033861672,"about_ca_system_score_gemma":0.00029666052,"threshold_uncertainty_score":0.0064670444},"labels":[],"label_agreement":null}]}