{"meta":{"query_hash":"576acefc866d","filters":{"venue":"Resources Environment and Information Engineering"},"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/576acefc866d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Resources+Environment+and+Information+Engineering"},"results":[{"id":"W3158188062","doi":"10.25082/reie.2021.01.001","title":"Climate change simulation and impacts on extreme events of rainfall and storm water in the Zayandeh Rud Catchment","year":2021,"lang":"en","type":"article","venue":"Resources Environment and Information Engineering","topic":"Climate variability and models","field":"Environmental Science","cited_by":11,"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 du Québec à Montréal","funders":"","keywords":"HadCM3; Environmental science; Precipitation; Snowmelt; Climate change; Climatology; Flood myth; Storm; Return period; Surface runoff; Drainage basin; Snow; Climate model; Climate change scenario; Downscaling; Hydrology (agriculture); Meteorology; General Circulation Model; Geography; Geology","score_opus":0.01860286443304411,"score_gpt":0.2023281526440364,"score_spread":0.18372528821099227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158188062","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":[0.99788386,0.000053886746,0.00036363132,0.00013416984,0.000009366935,0.00000852482,0.00036735006,0.000028487864,0.0011506967],"genre_scores_gemma":[0.99911195,0.00006550354,0.00028331485,0.000007070585,0.0000052759538,0.000008828122,0.0002777937,0.000004364182,0.00023595279],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989855,0.000029051342,0.0000056467243,0.00001608519,0.000016384776,0.000034372097],"domain_scores_gemma":[0.9998971,0.000035211928,0.000015594607,0.000007662349,0.000025322084,0.000019068777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028052772,0.00023879111,0.000244931,0.00041842356,0.0003054823,0.00057439954,0.0004041741,0.00043033244,0.0009492117],"category_scores_gemma":[0.0005266989,0.00016866336,0.00046050205,0.00072979607,0.0002057677,0.0004620485,0.00031936797,0.00038184883,0.0000641722],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019622318,0.00028690952,0.14213526,0.000047752856,0.00009594212,0.00084887823,0.00017064513,0.8418282,0.0021162487,0.0017001284,0.002114434,0.008459301],"study_design_scores_gemma":[0.00009301366,0.00005534393,0.13303071,0.000011236234,0.00004608688,0.00005162086,0.0004004416,0.8637831,0.00062581094,0.00069792254,0.0011835565,0.000021091499],"about_ca_topic_score_codex":0.08836213,"about_ca_topic_score_gemma":0.058969185,"teacher_disagreement_score":0.08836213,"about_ca_system_score_codex":0.0010484214,"about_ca_system_score_gemma":0.0008977499,"threshold_uncertainty_score":0.1756956},"labels":[],"label_agreement":null},{"id":"W3170322387","doi":"10.25082/reie.2021.01.002","title":"Investigation of water quality in wet and dry seasons under climate change","year":2021,"lang":"en","type":"article","venue":"Resources Environment and Information Engineering","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Water quality; Environmental science; Water resources; Water resource management; Recreation; Irrigation; Structural basin; Agriculture; Quality (philosophy); Pollution; Aquatic ecosystem; Hydrology (agriculture); Geography; Ecology; Engineering","score_opus":0.02071637574202109,"score_gpt":0.21118289875016275,"score_spread":0.19046652300814165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170322387","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":[0.997332,0.00014669365,0.00022203717,0.000048115762,0.000007986133,0.000009639906,0.00081423647,0.0000066915777,0.0014126273],"genre_scores_gemma":[0.9987643,0.00011485469,0.00016869396,0.000022240767,0.0000049535074,0.000007593817,0.0005902413,0.0000023436162,0.0003247611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998549,0.000019922287,0.000014227676,0.000028541112,0.000053127613,0.000029267252],"domain_scores_gemma":[0.9996942,0.00003513884,0.0001356324,0.000014909858,0.00007947606,0.000040644736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026660162,0.00010546959,0.00016598702,0.00062810746,0.00031111226,0.00040049443,0.00012537026,0.00020380341,0.00055157393],"category_scores_gemma":[0.00037405035,0.00006283028,0.00019608914,0.0010255133,0.00022943076,0.00036283507,0.00024017801,0.00017075306,0.00009081642],"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":[0.0000662551,0.000035478108,0.9885389,0.000026016709,0.000051481948,0.00005199148,0.0002037963,0.00037966477,0.0033524826,0.00005501459,0.00020354576,0.007035373],"study_design_scores_gemma":[6.963453e-7,0.000021527403,0.9989625,0.0000018775414,0.00000573818,0.000015771202,0.00021867109,0.00019954747,0.00025407353,0.000018388322,0.00029910097,0.000002066584],"about_ca_topic_score_codex":0.03175012,"about_ca_topic_score_gemma":0.074354686,"teacher_disagreement_score":0.03175012,"about_ca_system_score_codex":0.000554932,"about_ca_system_score_gemma":0.00034195994,"threshold_uncertainty_score":0.06313062},"labels":[],"label_agreement":null}]}