{"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","author_layer_release":"2026-06-26"},"query_hash":"bae9c9870cee","filters":{"venue":"Ciência & Engenharia"}},"results":[{"id":"W1912600977","doi":"10.14393/19834071.2013.17354","title":"Investigação da condutividade hidráulica dos solos de uma área de aterro de resíduos sólidos urbanos por meio de ensaios de campo e laboratório","year":2017,"lang":"pt","type":"article","venue":"Ciência & Engenharia","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Permeameter; Hydraulic conductivity; Alluvium; Colluvium; Soil water; Leachate; Infiltration (HVAC); Plume; Geology; Hydrology (agriculture); Mineralogy; Soil science; Geotechnical engineering; Environmental science; Geomorphology; Chemistry; Environmental chemistry; Materials science; Geography","authors":[{"name":"Lucas Scarpanti de Jesus","is_ca":false},{"name":"Jeferson Brito Fernandes","is_ca":false},{"name":"Heraldo Luiz Giacheti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04035832923801381,"gpt":0.2968932635960827,"spread":0.2565349343580689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003414374,0.0003181803,0.0004086044,0.000591831,0.0005804877,0.0007376296,0.0003717797,0.0004247109,0.0002629574],"category_scores_gemma":[0.0004292965,0.0002021262,0.0002915106,0.0004059795,0.0008711145,0.0003557181,0.0003893262,0.000218347,0.0001182188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000421212,"about_ca_system_score_gemma":0.0003081441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005040698,"about_ca_topic_score_gemma":0.009846861,"domain_scores_codex":[0.9996867,0.00002842164,0.00001177076,0.00008170697,0.0001522986,0.00003904757],"domain_scores_gemma":[0.9997633,0.00005544528,0.00006344997,0.00001141103,0.00008707574,0.00001933125],"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":[0.0002061734,0.0001445037,0.110901,0.0001395354,0.00003496046,0.0007588362,0.002147289,0.0006834936,0.8727353,0.0001119467,0.00002729334,0.01210965],"study_design_scores_gemma":[0.00003068885,0.002964125,0.5185789,0.0000449601,0.0001533832,0.001645425,0.009307127,0.009018996,0.4540187,0.0002603951,0.003918385,0.00005887251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996692,0.00003729318,0.000156323,0.000003865045,0.000001012328,0.000003335298,0.00001173435,0.000003327431,0.0001140899],"genre_scores_gemma":[0.9988101,0.0001599969,0.0006201548,0.00000622392,0.000003146222,0.000008282529,0.00003334884,0.000002963688,0.0003558621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005040698,"threshold_uncertainty_score":0.01002276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2337487577","doi":"10.14393/19834071.2015.30122","title":"Comparação entre dois métodos para determinação da qualidade da água tratada","year":2016,"lang":"pt","type":"article","venue":"Ciência & Engenharia","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Environmental science; Population; Wet season; Water consumption; Mathematics; Environmental engineering; Geography; Ecology; Biology; Demography; Cartography","authors":[{"name":"Neemias Cintra Fernandes","is_ca":false},{"name":"Paulo Sérgio Scalize","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08660376106039178,"gpt":0.3271216850453585,"spread":0.2405179239849667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004754404,0.0006691725,0.0007308327,0.004161546,0.0007202956,0.001084474,0.0008599602,0.0005333615,0.001029572],"category_scores_gemma":[0.007513738,0.0003150207,0.0009416806,0.003795384,0.0005060534,0.0007477807,0.0007280362,0.0005504891,0.0002898948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00212763,"about_ca_system_score_gemma":0.00262512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1528538,"about_ca_topic_score_gemma":0.3590622,"domain_scores_codex":[0.9961533,0.0009163258,0.0002108281,0.000530442,0.002022224,0.0001669923],"domain_scores_gemma":[0.9964762,0.001314866,0.0004903147,0.0002762232,0.00128706,0.0001552722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006497785,0.000301223,0.7313218,0.0008364769,0.0006467726,0.0000747821,0.0009937596,0.004174054,0.01558243,0.0005677699,0.0006224877,0.2442287],"study_design_scores_gemma":[0.00005634897,0.001938297,0.9198979,0.0002015736,0.000839983,0.0003371648,0.00248413,0.03570566,0.02978478,0.0008441686,0.007741715,0.000168273],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9286845,0.005576071,0.05053144,0.0003229245,0.0001328481,0.0005421048,0.002758773,0.0003369061,0.01111451],"genre_scores_gemma":[0.9320988,0.003150529,0.0607927,0.00006327595,0.00003961517,0.0001841682,0.0009990669,0.00004791594,0.002623855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1528538,"threshold_uncertainty_score":0.3039281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2510696729","doi":"10.14393/19834071.2016.32849","title":"Dimensionamento de pilares de concreto armado de seções retangular e circular maciça submetidos à flexão oblíqua composta utilizando redes neurais artificiais","year":2016,"lang":"pt","type":"article","venue":"Ciência & Engenharia","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Artificial neural network; Computer science; Context (archaeology); Structural engineering; Artificial intelligence; Geology; Engineering","authors":[{"name":"Fernando A. N. Silva","is_ca":false},{"name":"Maria Eduarda Maia Ferreira Gomes","is_ca":true},{"name":"Romilde Almeida de Oliveira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03077813071696405,"gpt":0.291276773756905,"spread":0.260498643039941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000427191,0.0004134316,0.0003666394,0.0009421378,0.0002493575,0.000833828,0.0003088064,0.0004848507,0.001591732],"category_scores_gemma":[0.00099813,0.0004267232,0.0003720233,0.0004813727,0.0004254832,0.0005675248,0.0004045839,0.0003636951,0.0002817621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004439138,"about_ca_system_score_gemma":0.0003725835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580392,"about_ca_topic_score_gemma":0.004565204,"domain_scores_codex":[0.9998223,0.00001723701,0.00001286689,0.00005402619,0.00006714543,0.0000265041],"domain_scores_gemma":[0.9993863,0.0002436208,0.0001112986,0.00008449394,0.0001250574,0.00004915945],"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":[0.0008333075,0.0001619295,0.0216058,0.0004245748,0.00008680456,0.0003513369,0.000401854,0.3957399,0.4272567,0.002139518,0.0003538078,0.1506445],"study_design_scores_gemma":[0.00003015984,0.0007312665,0.02892261,0.00004156786,0.000103489,0.0001843733,0.0003284324,0.6781075,0.2865843,0.001091634,0.00381807,0.00005663789],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9006385,0.0003301506,0.09547719,0.00004480639,0.00002589903,0.00005546222,0.0001757096,0.000410699,0.002841647],"genre_scores_gemma":[0.9553453,0.0001412233,0.04337749,0.000006758765,0.000002542097,0.00002649156,0.00009920034,0.00002398458,0.0009770845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001591732,"threshold_uncertainty_score":0.0053249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}