{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":105,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":105,"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":"38cfa9e75006","filters":{"venue":"Journal of Hydrology Regional Studies"}},"results":[{"id":"W2947569491","doi":"10.1016/j.ejrh.2019.100608","title":"Evaluation of variability among different precipitation products in the Northern Great Plains","year":2019,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Climate variability and models","field":"Environmental Science","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Agriculture and Agri-Food Canada; University of Waterloo; University of Toronto","funders":"Agriculture and Agri-Food Canada; Environment and Climate Change Canada; National Oceanic and Atmospheric Administration; Manitoba Agriculture, Food and Rural Development","keywords":"Precipitation; Environmental science; Climatology; Spring (device); Drainage basin; Structural basin; Geography; Meteorology; Geology","authors":[{"name":"Xiaoyong Xu","is_ca":true},{"name":"Steven K. Frey","is_ca":true},{"name":"Alaba Boluwade","is_ca":false},{"name":"Andre R. Erler","is_ca":false},{"name":"Omar Khader","is_ca":false},{"name":"David R. Lapen","is_ca":true},{"name":"Edward A. Sudicky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06728021710580646,"gpt":0.2977513717069074,"spread":0.2304711546011009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001168178,0.000301083,0.000215134,0.0008382458,0.0002848651,0.0008357032,0.0002934825,0.0001982725,0.0004608751],"category_scores_gemma":[0.001852961,0.0001238737,0.0002368411,0.00141936,0.000240818,0.0002979604,0.0003491074,0.0001730745,0.0001404132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005907735,"about_ca_system_score_gemma":0.0006028949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06777246,"about_ca_topic_score_gemma":0.09127089,"domain_scores_codex":[0.9995128,0.0001226566,0.00003605786,0.0001293959,0.0001598568,0.00003915809],"domain_scores_gemma":[0.9990473,0.0002778025,0.0001739446,0.00009625755,0.0003285134,0.00007607006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003454554,0.0002027688,0.9162794,0.00007643988,0.0003380949,0.0005235375,0.0005925604,0.03143651,0.006429662,0.0003040834,0.00215805,0.04131347],"study_design_scores_gemma":[0.00002733847,0.00006007621,0.9705002,0.000007942833,0.0000375862,0.00007632383,0.0003051556,0.02658553,0.001018145,0.00005369791,0.001314655,0.00001329598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967455,0.00003776099,0.0005396155,0.00003607873,0.000004197642,0.00001909629,0.001528533,0.00007574425,0.001013458],"genre_scores_gemma":[0.9926171,0.00003748751,0.001737763,0.00001588912,0.000009142815,0.00002763931,0.005073477,0.00002182183,0.000459713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06777246,"threshold_uncertainty_score":0.1347559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W634670491","doi":"10.1016/j.ejrh.2015.04.009","title":"Evaluating the impacts of climate change and crop land use change on streamflow, nitrates and phosphorus: A modeling study in Bavaria","year":2015,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Environmental science; Streamflow; Watershed; Soil and Water Assessment Tool; Climate change; SWAT model; Hydrology (agriculture); Nutrient; Phosphorus; Water quality; Land use, land-use change and forestry; Precipitation; Agricultural land; Agriculture; Fertilizer; Land use; Agronomy; Geography; Drainage basin; Ecology; Meteorology; Geology; Chemistry","authors":[{"name":"Bano Mehdi","is_ca":true},{"name":"Ralf Ludwig","is_ca":false},{"name":"Bernhard Lehner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2363013755598041,"gpt":0.3615284729172362,"spread":0.1252270973574321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003979355,0.000601514,0.0005330482,0.0005429439,0.0006328889,0.001596632,0.0007928133,0.001396861,0.001406526],"category_scores_gemma":[0.0008827194,0.0003939365,0.0007429049,0.001200152,0.000515571,0.0007759148,0.0005202325,0.0005407989,0.000170379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003591271,"about_ca_system_score_gemma":0.001482552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.277285,"about_ca_topic_score_gemma":0.1762172,"domain_scores_codex":[0.9997711,0.00009729624,0.000009379325,0.00004156317,0.00002159568,0.00005905684],"domain_scores_gemma":[0.9995857,0.0002453764,0.00004187344,0.00002346111,0.00004415468,0.00005945074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002480981,0.0005475574,0.0587417,0.00006707358,0.0003127085,0.0004782469,0.0001872787,0.928503,0.002106193,0.001264875,0.001490017,0.006053231],"study_design_scores_gemma":[0.0001535628,0.0001273816,0.05016543,0.00001442119,0.0001506502,0.00004291107,0.0004194473,0.9458086,0.0009240807,0.0004855895,0.001677581,0.00003034388],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971878,0.0001058356,0.0004758693,0.0001442475,0.000003645891,0.0000139305,0.0006031709,0.00004708862,0.001418462],"genre_scores_gemma":[0.9980575,0.0001739929,0.0006092435,0.00002665188,0.000004339256,0.00002887808,0.0005757155,0.0000136808,0.0005098981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.277285,"threshold_uncertainty_score":0.5513421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2299275611","doi":"10.1016/j.ejrh.2016.01.034","title":"Stable isotope mass balance of fifty lakes in central Alberta: Assessing the role of water balance parameters in determining trophic status and lake level","year":2016,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Innovates; University of Alberta; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Environmental science; Eutrophication; Hydrology (agriculture); Water balance; Trophic level; Groundwater; Ecology; Geology; Nutrient","authors":[{"name":"J. J. Gibson","is_ca":true},{"name":"S. J. Birks","is_ca":true},{"name":"Yuanbi Yi","is_ca":true},{"name":"Michael C. Moncur","is_ca":true},{"name":"Preston McEachern","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02462140314759647,"gpt":0.23880424651063,"spread":0.2141828433630335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003144011,0.0003562392,0.0002193958,0.001229411,0.001516855,0.0007751258,0.0004719354,0.0002304449,0.0004639874],"category_scores_gemma":[0.0003338235,0.0001916572,0.0001791972,0.001676522,0.0004854767,0.0001686499,0.0004473737,0.0001543219,0.00009637304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006151403,"about_ca_system_score_gemma":0.003895313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8926775,"about_ca_topic_score_gemma":0.9663184,"domain_scores_codex":[0.9998555,0.00001007244,0.000007428405,0.00002719614,0.00006383397,0.00003594601],"domain_scores_gemma":[0.9996957,0.00002573426,0.00004935569,0.000008259388,0.0001571554,0.00006383953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001660452,0.00007047895,0.9832706,0.00002776458,0.00004564798,0.000210809,0.0010747,0.0004850903,0.004906296,0.00005706493,0.0002280267,0.009457516],"study_design_scores_gemma":[0.000004619772,0.00002372501,0.9977524,0.000004315128,0.00001611925,0.00003552177,0.0007206384,0.0006419328,0.000388244,0.00001472878,0.0003938385,0.000003915547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990006,0.00008082132,0.0001007999,0.00001007902,8.287179e-7,0.00001388541,0.000290585,0.000006369286,0.0004961874],"genre_scores_gemma":[0.9976026,0.0001082744,0.0006308425,0.00002247389,0.000001652179,0.00001435629,0.000723587,0.000003168847,0.0008930106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1073225,"threshold_uncertainty_score":0.2159089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W319457187","doi":"10.1016/j.ejrh.2015.04.004","title":"Assessing climate change impacts on water availability of snowmelt-dominated basins of the Upper Rio Grande basin","year":2015,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Office of Experimental Program to Stimulate Competitive Research; BC Cancer Agency; Bureau of Reclamation; New Mexico Space Grant Consortium; National Science Foundation","keywords":"Snowmelt; Environmental science; Climate change; Water year; Streamflow; Surface runoff; Hydrology (agriculture); Structural basin; Snow; Hydrograph; Climatology; Climate model; Drainage basin; Water resources; Physical geography; Geography; Meteorology; Geology; Ecology","authors":[{"name":"Emile Elias","is_ca":false},{"name":"A. Rango","is_ca":false},{"name":"C. M. Steele","is_ca":false},{"name":"John F. Mejía","is_ca":false},{"name":"Ryann Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07515582795711909,"gpt":0.3081748772626185,"spread":0.2330190493054994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000219234,0.0002448866,0.0002291302,0.0002260825,0.0003509622,0.0005790808,0.0005698926,0.0003252429,0.001003624],"category_scores_gemma":[0.0007134634,0.0002049995,0.0003352063,0.0003837314,0.0002771586,0.0003086195,0.0003360725,0.0002068903,0.00006667652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500604,"about_ca_system_score_gemma":0.0009298305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2483502,"about_ca_topic_score_gemma":0.3522322,"domain_scores_codex":[0.9998782,0.00003841661,0.000004565617,0.00003205683,0.00001974773,0.00002699126],"domain_scores_gemma":[0.9997248,0.00009123028,0.00005637977,0.00002213847,0.00004975857,0.00005559393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001903452,0.0001839832,0.826024,0.00006288404,0.0003187038,0.0004123806,0.0003973359,0.1588978,0.004140954,0.0005900338,0.001901814,0.006879729],"study_design_scores_gemma":[0.00007287119,0.00009663869,0.8683009,0.00001945777,0.00008695097,0.00005907596,0.0007812025,0.1271195,0.0009585803,0.0002499913,0.002234342,0.00002047989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984323,0.00003484297,0.0001083819,0.00008447901,0.00000177201,0.000008436826,0.0004784501,0.00001756647,0.0008337023],"genre_scores_gemma":[0.9989061,0.00003928101,0.0001964466,0.00001340789,0.000002412492,0.00002014445,0.0005610707,0.000004461216,0.0002567656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2483502,"threshold_uncertainty_score":0.4938094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885214045","doi":"10.1016/j.ejrh.2018.06.010","title":"The impact of bias correcting regional climate model results on hydrological indicators for Bavarian catchments","year":2018,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ouranos","funders":"Bayerisches Landesamt für Umwelt; Umweltbundesamt","keywords":"Environmental science; Quantile; Surface runoff; Climate change; Drainage basin; Scaling; Hydrology (agriculture); Climatology; Statistics; Geography; Mathematics; Geology; Cartography","authors":[{"name":"Florian Willkofer","is_ca":false},{"name":"F. J. Schmid","is_ca":false},{"name":"Holger Komischke","is_ca":false},{"name":"Jane Korck","is_ca":false},{"name":"Marco Braun","is_ca":true},{"name":"Ralf Ludwig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0843104094608688,"gpt":0.3454147725606746,"spread":0.2611043630998058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002072547,0.0004780582,0.0002909195,0.00078564,0.000219823,0.000891452,0.0003717917,0.0004940774,0.0004524399],"category_scores_gemma":[0.00549024,0.000152689,0.0004334639,0.001086114,0.000276116,0.000489966,0.0004990589,0.0003137839,0.00009810333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164231,"about_ca_system_score_gemma":0.0007256306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03425572,"about_ca_topic_score_gemma":0.02436223,"domain_scores_codex":[0.9991498,0.0004512482,0.0000458724,0.0001193144,0.0001506303,0.0000830901],"domain_scores_gemma":[0.9978263,0.00132297,0.0002487814,0.0002160416,0.0003079042,0.0000779494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006235389,0.0002985662,0.3481337,0.0001544969,0.0007239496,0.0002754608,0.0002277514,0.5766538,0.009425147,0.001365453,0.001779607,0.06033855],"study_design_scores_gemma":[0.0001176724,0.0002196243,0.3443833,0.00004333399,0.0002817424,0.00006897906,0.000173557,0.6394195,0.01160435,0.000887583,0.002736889,0.00006346552],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964418,0.0001767363,0.002025039,0.00008162728,0.00001684146,0.00001100831,0.000552883,0.0001359821,0.0005582187],"genre_scores_gemma":[0.9979777,0.00008153167,0.001071175,0.000009728454,0.000006455011,0.000008038571,0.0007113424,0.00003180736,0.0001023663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03425572,"threshold_uncertainty_score":0.06811267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1102935092","doi":"10.1016/j.ejrh.2015.06.005","title":"Comparison of downscaling methods for mean and extreme precipitation in Senegal","year":2015,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Climate variability and models","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton; University of Ottawa; Université de Montréal","funders":"","keywords":"Downscaling; Precipitation; Quantile; Climatology; Environmental science; Climate change; Generalized extreme value distribution; Extreme value theory; Return period; Climate model; Geography; Meteorology; Statistics; Mathematics; Geology","authors":[{"name":"Mamadou Adama Sarr","is_ca":true},{"name":"Ousmane Seidou","is_ca":true},{"name":"Yves Tramblay","is_ca":false},{"name":"Salah‐Eddine El Adlouni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.276752190612596,"gpt":0.4490630097766481,"spread":0.1723108191640522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001482018,0.0004497594,0.0002934677,0.001290939,0.0002873903,0.0005646917,0.0004359854,0.0001844172,0.001922768],"category_scores_gemma":[0.004062406,0.0002042217,0.0004741713,0.001415546,0.0001663835,0.0003900422,0.0005005002,0.0002836842,0.0002887567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005527697,"about_ca_system_score_gemma":0.0007317411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03751756,"about_ca_topic_score_gemma":0.04366801,"domain_scores_codex":[0.9995545,0.0001851726,0.00004361261,0.00007785404,0.00008946771,0.00004942002],"domain_scores_gemma":[0.9991778,0.0002367065,0.0001092836,0.0001048353,0.000344594,0.00002682252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001593285,0.0002389694,0.2275058,0.0003134308,0.0007653449,0.0004963244,0.001388411,0.2587284,0.01533282,0.003345086,0.003526713,0.4867653],"study_design_scores_gemma":[0.0001946776,0.0003149827,0.4527909,0.000120512,0.0002994082,0.0002474807,0.001831449,0.5174695,0.01461244,0.001057966,0.01095869,0.0001020105],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527079,0.0003678061,0.0407059,0.0001510228,0.00004464229,0.0001364432,0.001166566,0.0004215119,0.004298097],"genre_scores_gemma":[0.9555563,0.0003348593,0.04132816,0.00003826157,0.00001421432,0.0001440441,0.001567411,0.0001448642,0.000871869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03751756,"threshold_uncertainty_score":0.07459837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2955290166","doi":"10.1016/j.ejrh.2019.100615","title":"Simulated surface and shallow groundwater resources in the Abaya-Chamo Lake basin, Ethiopia using a spatially-distributed water balance model","year":2019,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Baseflow; Groundwater recharge; Groundwater; Hydrology (agriculture); Evapotranspiration; Surface runoff; Water balance; Streamflow; Surface water; Geology; Groundwater flow; Structural basin; Aquifer; Precipitation; Environmental science; Drainage basin; Geomorphology; Geography; Ecology","authors":[{"name":"Dagnachew Daniel Molla","is_ca":true},{"name":"Tenalem Ayenew Tegaye","is_ca":false},{"name":"Christopher G. Fletcher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02905974440288596,"gpt":0.2615424390276934,"spread":0.2324826946248074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000250676,0.0004806604,0.000389367,0.0003291009,0.0003888382,0.0006359948,0.0005504222,0.0009093058,0.001269739],"category_scores_gemma":[0.0004191553,0.0002814477,0.0004105254,0.000490885,0.0004000503,0.0004110297,0.0003479611,0.0003417988,0.00009260569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009495798,"about_ca_system_score_gemma":0.001038641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05182845,"about_ca_topic_score_gemma":0.03894621,"domain_scores_codex":[0.9999318,0.00002092918,0.000004595445,0.00001584329,0.0000071623,0.00001959997],"domain_scores_gemma":[0.9998301,0.00007379303,0.0000199415,0.00001105101,0.00003304531,0.00003204404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001199869,0.00009607092,0.01329577,0.00002457766,0.00004005019,0.0001652273,0.00004672323,0.9831094,0.001431693,0.0003481716,0.0001751652,0.001147297],"study_design_scores_gemma":[0.0000801065,0.00008033632,0.008067168,0.000006871336,0.00002310138,0.00001519093,0.0001376946,0.9905183,0.0007126499,0.0001451023,0.0001991655,0.00001435228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979334,0.00002511474,0.0005834913,0.00004389351,0.00000567908,0.0000122925,0.0005496134,0.00003289159,0.0008135795],"genre_scores_gemma":[0.9988074,0.00002354104,0.0005508058,0.00000979916,0.000001513087,0.00001655108,0.0003093023,0.000003928966,0.0002770504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05182845,"threshold_uncertainty_score":0.1030535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787675168","doi":"10.1016/j.ejrh.2018.01.003","title":"Modelling the Athabasca watershed snow response to a changing climate","year":2018,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada; Alberta Environment and Protected Areas; University of Victoria","funders":"Environment and Climate Change Canada; University of Victoria; University of Washington","keywords":"Snowmelt; Watershed; Snow; Environmental science; Structural basin; Hydrology (agriculture); Drainage basin; Climate change; Infiltration (HVAC); Snowpack; Elevation (ballistics); Spring (device); Climatology; Geology; Geography; Meteorology; Geomorphology","authors":[{"name":"Yonas Dibike","is_ca":true},{"name":"Hyung‐Il Eum","is_ca":true},{"name":"Terry D. Prowse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06370514079726852,"gpt":0.2743322135171873,"spread":0.2106270727199188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001307628,0.0004105739,0.0001915909,0.0002952779,0.000497648,0.0006850884,0.0006753754,0.0006235208,0.001587459],"category_scores_gemma":[0.0003663792,0.0001754074,0.0003696617,0.0004829706,0.0002472718,0.0002869151,0.0002805045,0.0003165292,0.0001030948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002196129,"about_ca_system_score_gemma":0.001603658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4827955,"about_ca_topic_score_gemma":0.4721914,"domain_scores_codex":[0.9999171,0.0000207836,0.000004147525,0.00001851238,0.0000124563,0.00002694096],"domain_scores_gemma":[0.9998819,0.00003965219,0.00001897535,0.000006866239,0.00002365803,0.00002909269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007552108,0.00008499189,0.02151018,0.00003266782,0.00004794688,0.0001941758,0.00005890642,0.9706751,0.00319027,0.0008471792,0.0008495749,0.002433567],"study_design_scores_gemma":[0.0000367814,0.00003035439,0.0195489,0.000005112665,0.000019965,0.00001950032,0.0001268668,0.9789367,0.0003473702,0.0002606753,0.0006532286,0.00001457553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926599,0.00006954012,0.001131194,0.0003109242,0.00001304762,0.00002521984,0.001607054,0.0001201363,0.004063021],"genre_scores_gemma":[0.9980739,0.00003903332,0.0006638053,0.00001724263,0.000003078705,0.00001269455,0.0004512489,0.00001104248,0.0007278922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5172045,"threshold_uncertainty_score":0.9599706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3109630103","doi":"10.1016/j.ejrh.2020.100754","title":"18O and 2H in streamflow across Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; University of Calgary; University of Victoria","funders":"Innotech Alberta; Environment and Climate Change Canada","keywords":"Streamflow; δ18O; Tributary; Precipitation; Snow; Hydrology (agriculture); Environmental science; Permafrost; Arctic; Drainage basin; Meteoric water; Physical geography; Stable isotope ratio; Climatology; Geology; Groundwater; Geography; Oceanography; Meteorology; Geomorphology","authors":[{"name":"J. J. Gibson","is_ca":true},{"name":"Tegan Holmes","is_ca":true},{"name":"Tricia Stadnyk","is_ca":true},{"name":"S. J. Birks","is_ca":true},{"name":"P. Eby","is_ca":false},{"name":"Alain Pietroniro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03420411859028554,"gpt":0.2425080264960649,"spread":0.2083039079057794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002308016,0.0002565043,0.0001842745,0.001565192,0.001565216,0.000869372,0.0003428093,0.0001342271,0.002087692],"category_scores_gemma":[0.0004893172,0.0001390586,0.0002357597,0.004213941,0.0002510494,0.0001951697,0.0003838436,0.0002467532,0.0002296483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01642408,"about_ca_system_score_gemma":0.01748029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946429,"about_ca_topic_score_gemma":0.997493,"domain_scores_codex":[0.9996815,0.000009349133,0.00001045385,0.0001017159,0.0001262583,0.00007075982],"domain_scores_gemma":[0.9993858,0.00001728226,0.00004765045,0.00001508303,0.0004595221,0.00007464287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001736484,0.00003186913,0.9203314,0.00009633938,0.0001650572,0.0001742048,0.001322526,0.001714799,0.00394927,0.001020667,0.01296284,0.05805735],"study_design_scores_gemma":[0.00000388275,0.000004710061,0.9913917,0.00001577069,0.00001287284,0.00002244466,0.0003255456,0.0005795262,0.000287803,0.00005032159,0.007294171,0.00001129504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9300269,0.001205831,0.0007710857,0.0003324057,0.00002648623,0.00004867759,0.05432567,0.0001371288,0.01312583],"genre_scores_gemma":[0.977714,0.0007416147,0.001138181,0.0001117572,0.000006267165,0.00002808767,0.01505466,0.00003152575,0.005173889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01642408,"threshold_uncertainty_score":0.1191655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197288434","doi":"10.1016/j.ejrh.2021.100896","title":"Effects of climate change on terrestrial water storage and basin discharge in the lancang River Basin","year":2021,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Structural basin; Evapotranspiration; Climate change; Environmental science; Plateau (mathematics); Precipitation; Drainage basin; Hydrology (agriculture); Monsoon; Climatology; Water storage; Discharge; Geology; Geomorphology; Oceanography; Meteorology; Geography","authors":[{"name":"Sadia Bibi","is_ca":false},{"name":"Qinghai Song","is_ca":false},{"name":"Yiping Zhang","is_ca":false},{"name":"Yuntong Liu","is_ca":false},{"name":"Muhammad Aqeel Kamran","is_ca":false},{"name":"Liqing Sha","is_ca":false},{"name":"Wenjun Zhou","is_ca":false},{"name":"Shusen Wang","is_ca":true},{"name":"Palingamoorthy Gnanamoorthy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04325474755372893,"gpt":0.2525919086339541,"spread":0.2093371610802252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001480599,0.0001212898,0.0001241871,0.0004469565,0.0002699685,0.000497779,0.0001433376,0.0001617886,0.0007235021],"category_scores_gemma":[0.0004518145,0.00006890176,0.0002222582,0.0008717144,0.0003071732,0.0003471399,0.0003443813,0.0001624104,0.00005680045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007908522,"about_ca_system_score_gemma":0.0004914288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07605782,"about_ca_topic_score_gemma":0.1141819,"domain_scores_codex":[0.9999143,0.00001820225,0.00001016939,0.00002092379,0.00001522857,0.0000211294],"domain_scores_gemma":[0.9997664,0.00004420792,0.00007013201,0.00001941117,0.00005662978,0.00004326943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001041197,0.00003452331,0.9809215,0.00003057456,0.000104661,0.0004553291,0.0005536571,0.003120229,0.004865555,0.0002458681,0.0004098787,0.009154067],"study_design_scores_gemma":[0.000003067928,0.0000113993,0.9964182,0.000003555439,0.00001688996,0.00003377688,0.0003792988,0.002491596,0.0002491229,0.0000620842,0.0003234302,0.000007584596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992079,0.00005827493,0.00004860817,0.00006200974,0.000001858933,0.000001404693,0.0002064657,0.00000768217,0.0004058529],"genre_scores_gemma":[0.9997157,0.00002973787,0.00002322132,0.000009467332,0.000001469488,0.000001779036,0.0001208201,0.000001227804,0.00009656264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07605782,"threshold_uncertainty_score":0.1512302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3188455623","doi":"10.1016/j.ejrh.2021.100878","title":"Isotopic constraints on water balance and evapotranspiration partitioning in gauged watersheds across Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; University of Calgary; University of Victoria","funders":"","keywords":"Evapotranspiration; Environmental science; Transpiration; Surface runoff; Hydrology (agriculture); Streamflow; Water balance; Watershed; Precipitation; Drainage basin; Ecology; Geology; Geography; Chemistry","authors":[{"name":"J. J. Gibson","is_ca":true},{"name":"Tegan Holmes","is_ca":true},{"name":"Tricia Stadnyk","is_ca":true},{"name":"S. J. Birks","is_ca":true},{"name":"P. Eby","is_ca":false},{"name":"Alain Pietroniro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02278672477199013,"gpt":0.2617720472944597,"spread":0.2389853225224696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003172831,0.0001815854,0.000266342,0.001112492,0.001298628,0.0009032183,0.0006345384,0.000158481,0.0005540636],"category_scores_gemma":[0.0008759884,0.0001757231,0.000235309,0.002863285,0.0005785741,0.0001987777,0.0004785901,0.0002609009,0.00005363517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01724779,"about_ca_system_score_gemma":0.01223915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9909244,"about_ca_topic_score_gemma":0.9962015,"domain_scores_codex":[0.9997146,0.00001450624,0.00001213062,0.00007072034,0.0001026315,0.0000854686],"domain_scores_gemma":[0.999472,0.00004144527,0.00007082302,0.00002099162,0.0003045173,0.00009026926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009923836,0.00003666574,0.9764366,0.00002348571,0.00006473638,0.0001126337,0.000795404,0.003284124,0.004548007,0.0004181784,0.0008433611,0.01333764],"study_design_scores_gemma":[0.000003741417,0.000004833634,0.9947857,0.000007783785,0.00001200532,0.00002027145,0.0004156391,0.003363187,0.0004852326,0.0000457612,0.0008466824,0.000009064983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970661,0.00009371714,0.000261802,0.00003128575,0.000001360915,0.00001023876,0.001504772,0.00002030579,0.001010459],"genre_scores_gemma":[0.9974738,0.00009924739,0.0005855879,0.00001671444,8.5708e-7,0.000007892272,0.001436253,0.000007361972,0.0003722752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01724779,"threshold_uncertainty_score":0.125142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1797720112","doi":"10.1016/j.ejrh.2015.09.006","title":"Transboundary aquifers along the Canada–USA border: Science, policy and social issues","year":2015,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Natural Resources Canada; Geological Survey of Canada","funders":"","keywords":"Aquifer; Documentation; Negotiation; Environmental planning; Political science; Relevance (law); Environmental resource management; Resource (disambiguation); Geography; Business; Groundwater; Engineering; Environmental science; Law","authors":[{"name":"Alfonso Rivera","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05535955531573795,"gpt":0.3649595187988901,"spread":0.3095999634831522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00303602,0.0002334691,0.000347266,0.002288826,0.0137665,0.009901681,0.001367192,0.002913431,0.003400718],"category_scores_gemma":[0.00556068,0.0001635015,0.0003031161,0.005434278,0.0127574,0.003913223,0.003188334,0.003099586,0.0001296543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06288278,"about_ca_system_score_gemma":0.1858878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9763086,"about_ca_topic_score_gemma":0.987868,"domain_scores_codex":[0.9976533,0.0004351822,0.00005723923,0.0001718034,0.0008717754,0.000810799],"domain_scores_gemma":[0.9927435,0.002578542,0.0004299122,0.0001282272,0.00300711,0.001112681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004865992,0.00009971977,0.02335056,0.0009622153,0.00006471474,0.001469549,0.03381724,0.001405783,0.001045785,0.7002594,0.0869823,0.1504941],"study_design_scores_gemma":[0.00001840914,0.00004417554,0.07239914,0.002355794,0.00009342415,0.0003326958,0.1658098,0.001510646,0.0009020727,0.1303572,0.6260161,0.0001604615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1341181,0.07388356,0.002757078,0.5856711,0.0007030173,0.00009686962,0.0009723341,0.00006417772,0.2017339],"genre_scores_gemma":[0.8888066,0.06188517,0.003495559,0.02734614,0.0002039339,0.00007353413,0.0003786998,0.00002269866,0.01778782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06288278,"threshold_uncertainty_score":0.4562486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1720183865","doi":"10.1016/j.ejrh.2015.05.015","title":"A GIS-based approach for supporting groundwater protection in eskers: Application to sand and gravel extraction activities in Abitibi-Témiscamingue, Quebec, Canada","year":2015,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Soil and Land Suitability Analysis","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal; Université du Québec en Abitibi-Témiscamingue","funders":"Ministère de l'Énergie et des Ressources Naturelles","keywords":"Groundwater; Aquifer; Extraction (chemistry); Resource (disambiguation); Geology; Hydrology (agriculture); Water resource management; Environmental science; Geotechnical engineering","authors":[{"name":"Simon Nadeau","is_ca":true},{"name":"Éric Rosa","is_ca":true},{"name":"Vincent Cloutier","is_ca":true},{"name":"Robert-André Daigneault","is_ca":true},{"name":"J J Veillette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0340648851882451,"gpt":0.2808213256886669,"spread":0.2467564405004218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003637265,0.000564022,0.0002327137,0.001830891,0.0009236892,0.001560076,0.0007578882,0.0003584884,0.002905374],"category_scores_gemma":[0.00145072,0.0002087551,0.0002913873,0.002943654,0.0003855207,0.0004343799,0.0005669979,0.0002306188,0.0002437796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01151473,"about_ca_system_score_gemma":0.009074758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9533235,"about_ca_topic_score_gemma":0.977467,"domain_scores_codex":[0.9997945,0.00004978625,0.00001476605,0.00003715007,0.00006648478,0.00003720407],"domain_scores_gemma":[0.9994596,0.0001727708,0.00004124016,0.0000270505,0.0002229061,0.00007643647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003042248,0.0005843943,0.3293906,0.0007699074,0.0002108105,0.001970189,0.004094271,0.3463,0.01247479,0.005675976,0.01300687,0.2852179],"study_design_scores_gemma":[0.00007958398,0.00008469692,0.2206024,0.0001116131,0.00007308618,0.0001571981,0.01059262,0.7514045,0.00267069,0.001033027,0.01310541,0.00008519188],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9268878,0.0003941938,0.03362218,0.0009145405,0.00001837063,0.001244541,0.01312235,0.002304839,0.02149122],"genre_scores_gemma":[0.9022548,0.0003985397,0.08897491,0.00005009094,0.000005985175,0.0002524713,0.0040864,0.00005518944,0.003921578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04667652,"threshold_uncertainty_score":0.09390277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2698961223","doi":"10.1016/j.ejrh.2017.05.007","title":"Water Isotope framework for lake water balance monitoring and modelling in the Nam Co Basin, Tibetan Plateau","year":2017,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Innotech Alberta; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Surface runoff; Plateau (mathematics); Water balance; Hydrology (agriculture); Structural basin; Stable isotope ratio; Environmental science; Meteoric water; Surface water; Watershed; Geology; Drainage basin; Isotope analysis; Isotope; Groundwater; Geomorphology; Geography; Ecology","authors":[{"name":"Shichang Kang","is_ca":false},{"name":"Yi Yi","is_ca":true},{"name":"Yanwei Xu","is_ca":false},{"name":"Baiqing Xu","is_ca":false},{"name":"Yulan Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05181280804333317,"gpt":0.3050499559487602,"spread":0.2532371479054271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006994538,0.0004941459,0.0004484739,0.0006081765,0.0006376329,0.001178806,0.001302766,0.0009733254,0.001354753],"category_scores_gemma":[0.0008216058,0.0003394822,0.000647344,0.0007453866,0.00043033,0.0005801583,0.0008056632,0.0004432915,0.0001133372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168582,"about_ca_system_score_gemma":0.002708073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1332044,"about_ca_topic_score_gemma":0.0985991,"domain_scores_codex":[0.9998699,0.00005168689,0.000009615722,0.00003093593,0.00001659307,0.00002124183],"domain_scores_gemma":[0.9998817,0.00003552284,0.00001848597,0.000007465424,0.00003748279,0.00001931693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003610786,0.00005241132,0.00949472,0.00003077482,0.00005225865,0.0001119932,0.000044761,0.9809503,0.001131968,0.003564695,0.000483431,0.004046605],"study_design_scores_gemma":[0.000008682408,0.000005556138,0.001178306,0.000003240495,0.000006592856,0.000004434638,0.00001702261,0.9978466,0.00006331655,0.0005292479,0.0003330386,0.000004044516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7856752,0.0008989859,0.1898063,0.001312005,0.00009110574,0.00030316,0.004033127,0.001050554,0.01682963],"genre_scores_gemma":[0.9746129,0.0002137206,0.02184623,0.00007652559,0.00002942454,0.000263163,0.001080037,0.00006624185,0.001811887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1332044,"threshold_uncertainty_score":0.2648582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162873386","doi":"10.1016/j.ejrh.2015.09.003","title":"Hydrological response to dynamical downscaling of climate model outputs: A case study for western and eastern snowmelt-dominated Canada catchments","year":2015,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Downscaling; Snowmelt; Climate model; Climate change; Environmental science; Precipitation; Climatology; GCM transcription factors; Drainage basin; Structural basin; Snow; Geography; General Circulation Model; Meteorology; Geology; Cartography","authors":[{"name":"Magali Troin","is_ca":true},{"name":"D. Caya","is_ca":true},{"name":"J. A. Velázquez","is_ca":true},{"name":"François Brissette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05207066812972952,"gpt":0.311851759195046,"spread":0.2597810910653165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004750616,0.0005344119,0.0004221007,0.0004468171,0.00086963,0.0008251019,0.0008240046,0.0004734904,0.0006990926],"category_scores_gemma":[0.001717443,0.0002294958,0.0004870157,0.0009402529,0.0006409126,0.0003233684,0.0004379397,0.0005281621,0.00005513473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006768206,"about_ca_system_score_gemma":0.003236626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8695374,"about_ca_topic_score_gemma":0.8712961,"domain_scores_codex":[0.9997949,0.00003436027,0.00000985983,0.0000400205,0.0000524225,0.00006843407],"domain_scores_gemma":[0.9994342,0.0001767964,0.00005111946,0.00004964383,0.0002219872,0.00006623929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004179153,0.0003001494,0.1944322,0.00008351684,0.0002453512,0.0005112654,0.0003309133,0.7819874,0.007545572,0.0007564698,0.001331284,0.01205795],"study_design_scores_gemma":[0.00007541438,0.0001105078,0.2322534,0.00001076867,0.00006924064,0.00006426698,0.0004918912,0.761356,0.00408173,0.0002097057,0.001226393,0.00005064144],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987344,0.0000339231,0.0002068249,0.00006415392,0.000003476725,0.00001371094,0.0002953679,0.00004285829,0.000605337],"genre_scores_gemma":[0.9987545,0.00004148327,0.0004678662,0.00001954292,0.000002836465,0.000006888684,0.0004472044,0.00001157654,0.0002480529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1304626,"threshold_uncertainty_score":0.2624619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306321488","doi":"10.1016/j.ejrh.2022.101237","title":"A coupled streamflow and water temperature (VIC-RBM-CE-QUAL-W2) model for the Nechako Reservoir","year":2022,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria; Pacific Institute for Climate Solutions","funders":"Natural Sciences and Engineering Research Council of Canada; Rio Tinto","keywords":"Outflow; Environmental science; Inflow; Epilimnion; Hydrology (agriculture); Climate change; Water level; Water balance; Streamflow; Water quality; Forcing (mathematics); Climatology; Drainage basin; Geology; Hypolimnion; Eutrophication; Ecology; Oceanography","authors":[{"name":"Samah Larabi","is_ca":true},{"name":"Markus Schnorbus","is_ca":true},{"name":"Francis W. Zwiers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02877613737260353,"gpt":0.2621975414691641,"spread":0.2334214040965605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002978755,0.0006053163,0.0005790766,0.0003040504,0.0007525395,0.001301347,0.001918913,0.0014514,0.005281492],"category_scores_gemma":[0.0008955295,0.0004889863,0.000638857,0.0007510651,0.0005361164,0.0006360269,0.0006086853,0.001147405,0.0005139562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004757931,"about_ca_system_score_gemma":0.005832447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7348154,"about_ca_topic_score_gemma":0.6940583,"domain_scores_codex":[0.9998211,0.00003626789,0.000009094964,0.00005254596,0.00003447047,0.00004657672],"domain_scores_gemma":[0.9996411,0.00007306968,0.00003324171,0.00002301642,0.000156457,0.00007313724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006927445,0.00004991731,0.003994097,0.00002917613,0.00002915352,0.00006524038,0.00002105843,0.9897987,0.0004824382,0.001397829,0.002236719,0.001826328],"study_design_scores_gemma":[0.00004163263,0.00001102971,0.002108996,0.000005638212,0.00001223759,0.000006028158,0.00002839981,0.9957126,0.0001329989,0.0002794863,0.001648599,0.00001236985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8559321,0.0005839833,0.04711767,0.001484087,0.0002258059,0.0004078221,0.03991875,0.001952278,0.05237743],"genre_scores_gemma":[0.9624962,0.0001936468,0.011909,0.0001236509,0.00001868494,0.0002158334,0.01117533,0.0001436754,0.01372382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2651846,"threshold_uncertainty_score":0.5334927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3156653271","doi":"10.1016/j.ejrh.2021.100820","title":"Future trend and sensitivity analysis of evapotranspiration in the Senegal River Basin","year":2021,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Langley Research Center; National Aeronautics and Space Administration","keywords":"Evapotranspiration; Environmental science; Climatology; Climate change; Drainage basin; Structural basin; Representative Concentration Pathways; Relative humidity; General Circulation Model; Geography; Geology; Meteorology; Ecology; Biology","authors":[{"name":"Papa Ndiaye","is_ca":false},{"name":"Ansoumana Bodian","is_ca":false},{"name":"Lamine Diop","is_ca":false},{"name":"Alain Dezetter","is_ca":false},{"name":"Étienne Guilpart","is_ca":true},{"name":"Abdoulaye Dème","is_ca":false},{"name":"Andrew Ogilvie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01604781612392337,"gpt":0.2434036639909448,"spread":0.2273558478670214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008375898,0.0003074258,0.0001796427,0.0006570146,0.000217709,0.0005439099,0.0002548492,0.0002448801,0.0006076223],"category_scores_gemma":[0.0014977,0.0001205061,0.0004297491,0.00114577,0.0002154856,0.0005278428,0.0003526209,0.0002070079,0.00005145031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009792397,"about_ca_system_score_gemma":0.0004324235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04924713,"about_ca_topic_score_gemma":0.04275331,"domain_scores_codex":[0.9997914,0.00008639954,0.00001845179,0.00004542068,0.00002491033,0.00003331422],"domain_scores_gemma":[0.9996748,0.0001319304,0.00006917673,0.00003806616,0.00007017121,0.00001588124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004216825,0.00007993077,0.6708847,0.0001746896,0.0008466234,0.001252524,0.0004776425,0.2966351,0.007071374,0.001311944,0.0007148284,0.02012902],"study_design_scores_gemma":[0.00003796908,0.0001631857,0.8149126,0.00004600503,0.0002956779,0.0002882312,0.0009416048,0.1742602,0.004791823,0.0007426782,0.003475445,0.00004454404],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986739,0.0001278686,0.0002327848,0.00005586505,0.000004869921,0.000004977108,0.0005225425,0.00001232287,0.0003647569],"genre_scores_gemma":[0.9992166,0.00009783938,0.0001875756,0.000009109633,0.00000168499,0.000006972951,0.0003824985,0.000002839098,0.00009492763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04924713,"threshold_uncertainty_score":0.09792095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400839100","doi":"10.1016/j.ejrh.2024.101888","title":"Streamflow response to land use/land cover change in the tropical Andes using multiple SWAT model variants","year":2024,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Universidad de Antioquia; Fondations communautaires du Canada; Universidad del Norte; Kementerian Sains, Teknologi dan Inovasi; Technische Universiteit Delft; Fondation Rideau Hall; International Development Research Centre; Ministerio de Ciencia, Tecnología e Innovación","keywords":"Streamflow; Land cover; SWAT model; Geography; Land use; Land use, land-use change and forestry; Climatology; Environmental science; Forestry; Cartography; Geology; Ecology; Drainage basin; Biology; Archaeology; Agriculture","authors":[{"name":"Santiago Valencia","is_ca":false},{"name":"Juan Camilo Villegas","is_ca":false},{"name":"Natalia Hoyos","is_ca":false},{"name":"Mateo Duque-Villegas","is_ca":false},{"name":"Juan F. Salazar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09755375216924474,"gpt":0.3173720245901046,"spread":0.2198182724208599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002841222,0.0006615127,0.0003537879,0.0003910636,0.0003711641,0.000797814,0.0006766137,0.0005462832,0.001055365],"category_scores_gemma":[0.0006775964,0.0002032889,0.0006900803,0.0005143218,0.0003308765,0.0003825048,0.0002325542,0.0003927578,0.00008633039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563991,"about_ca_system_score_gemma":0.00104319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.291223,"about_ca_topic_score_gemma":0.2379224,"domain_scores_codex":[0.9998735,0.00002500189,0.000009626656,0.00004495287,0.00001687734,0.00002993333],"domain_scores_gemma":[0.9996756,0.00009749203,0.00004641684,0.00003192334,0.00009606874,0.00005261071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003638745,0.0002896982,0.1179929,0.00008070061,0.0001968363,0.0002290488,0.0001029238,0.8665166,0.004842647,0.0005000804,0.001376344,0.007508385],"study_design_scores_gemma":[0.00006448721,0.0000350945,0.04438392,0.000008505165,0.00005194814,0.00001737312,0.00006929626,0.9541069,0.000841505,0.00006518833,0.0003286919,0.00002706989],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972978,0.00005289258,0.0004957242,0.00007327709,0.00001039086,0.00001187674,0.001042535,0.0001259397,0.0008896712],"genre_scores_gemma":[0.9978554,0.00003734983,0.0007398939,0.00001583022,0.000004089653,0.00001397558,0.001086894,0.00001543057,0.0002312706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.291223,"threshold_uncertainty_score":0.5790558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366299298","doi":"10.1016/j.ejrh.2023.101386","title":"Bias correction of 20 years of IMERG satellite precipitation data over Canada and Alaska","year":2023,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Aeronautics and Space Administration","keywords":"Elevation (ballistics); Satellite; Environmental science; Latitude; Climatology; Precipitation; Scale (ratio); Mean squared error; Digital elevation model; Meteorology; Atmospheric sciences; Remote sensing; Statistics; Geodesy; Geology; Geography; Mathematics; Cartography","authors":[{"name":"Carolyn Lober","is_ca":false},{"name":"Jessica V. Fayne","is_ca":false},{"name":"Hossein Hashemi","is_ca":false},{"name":"L. C. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09637507771928465,"gpt":0.2845546594576165,"spread":0.1881795817383319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147769,0.0002725571,0.0002693328,0.0009326565,0.0004779019,0.0004376282,0.0003775571,0.0002061446,0.0004483536],"category_scores_gemma":[0.003399372,0.000119257,0.0002765766,0.001621306,0.0001234506,0.0002581922,0.0003010345,0.0001874119,0.0001386902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002320057,"about_ca_system_score_gemma":0.002743363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.598512,"about_ca_topic_score_gemma":0.7424785,"domain_scores_codex":[0.9994897,0.00009320451,0.00005763027,0.0001227294,0.0001574684,0.0000792275],"domain_scores_gemma":[0.9985362,0.0001831391,0.0001939129,0.0001680873,0.0008595225,0.00005912216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001521911,0.000068713,0.9104576,0.0000612876,0.0002454721,0.0001258896,0.0002726452,0.02593701,0.003729731,0.0002079491,0.00163212,0.05710949],"study_design_scores_gemma":[0.00001616228,0.00003074126,0.9680787,0.0000213744,0.00007405518,0.00004610234,0.0002060228,0.02291523,0.002747595,0.0000969899,0.005749018,0.00001811867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914261,0.0003302771,0.002757997,0.0000836941,0.00004121079,0.00002492569,0.003903415,0.0001681358,0.001264213],"genre_scores_gemma":[0.9896394,0.0001344475,0.004037404,0.00002598479,0.00001306918,0.0000202559,0.005093974,0.00002781016,0.001007751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.401488,"threshold_uncertainty_score":0.8077049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4368353648","doi":"10.1016/j.ejrh.2023.101407","title":"Regional flood frequency analysis based on peaks-over-threshold approach: A case study for South-Eastern Australia","year":2023,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Drought Analysis","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Flood myth; Ordinary least squares; Range (aeronautics); Estimation; Statistics; Surface runoff; Environmental science; Hydrology (agriculture); Computer science; Econometrics; Geography; Mathematics; Geology; Engineering; Ecology; Geotechnical engineering","authors":[{"name":"Xiao Pan","is_ca":false},{"name":"Ataur Rahman","is_ca":false},{"name":"Khaled Haddad","is_ca":false},{"name":"Taha B. M. J. Ouarda","is_ca":true},{"name":"Ashish Sharma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1065921652179029,"gpt":0.338945374912667,"spread":0.2323532096947641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009550806,0.0002884287,0.0003131963,0.0008714541,0.0004246417,0.0005183247,0.0004675513,0.0003561565,0.0007382227],"category_scores_gemma":[0.002344954,0.0001678333,0.0004394831,0.001260832,0.000303796,0.000456389,0.0005912661,0.0003187256,0.0001038515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167279,"about_ca_system_score_gemma":0.0007357642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1012413,"about_ca_topic_score_gemma":0.1589737,"domain_scores_codex":[0.9996258,0.0001745156,0.00002989174,0.00005604504,0.00007114494,0.00004253841],"domain_scores_gemma":[0.9989805,0.0004707569,0.0001420686,0.00008586457,0.0002516588,0.00006923391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003386023,0.0008284923,0.6296197,0.0005480064,0.0003104486,0.01470746,0.01170629,0.1441292,0.013829,0.005452469,0.002555557,0.1759749],"study_design_scores_gemma":[0.00003347957,0.0003783063,0.7332802,0.00008620932,0.0001487413,0.001174454,0.008609738,0.2478604,0.00261498,0.001473552,0.004266662,0.0000732028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937056,0.00007176693,0.004388866,0.00008930235,0.000002447768,0.0000670503,0.0001210269,0.00002201129,0.001531934],"genre_scores_gemma":[0.9907997,0.000135059,0.00786733,0.00001361428,0.000004097631,0.000031848,0.0001338947,0.000008914339,0.001005479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1012413,"threshold_uncertainty_score":0.201304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908732043","doi":"10.1016/j.ejrh.2018.12.008","title":"Hydrological variability affects particulate nitrogen and phosphorus in streams of the Northern Great Plains","year":2019,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Wilfrid Laurier University; Western University; Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Snowmelt; Environmental science; Nutrient; STREAMS; Hydrology (agriculture); Particulates; Phosphorus; Water year; Discharge; Precipitation; Streamflow; Surface runoff; Drainage basin; Ecology; Geography; Geology; Biology; Chemistry","authors":[{"name":"Kim J. Rattan","is_ca":true},{"name":"E. Agnes Blukacz‐Richards","is_ca":true},{"name":"Adam G. Yates","is_ca":true},{"name":"Joseph M. Culp","is_ca":true},{"name":"Patricia A. Chambers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01184382188730393,"gpt":0.2233955819792204,"spread":0.2115517600919165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002478049,0.0001197275,0.0001575186,0.0004593591,0.0007171828,0.0007644246,0.0003424259,0.0001708562,0.0006948092],"category_scores_gemma":[0.0008466404,0.0001105508,0.0001467062,0.001179246,0.0006324617,0.00022218,0.0004214636,0.0001922801,0.00005475455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00359996,"about_ca_system_score_gemma":0.004067728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8921325,"about_ca_topic_score_gemma":0.9537699,"domain_scores_codex":[0.9998337,0.0000257694,0.00000908581,0.00004293387,0.00004676273,0.00004178983],"domain_scores_gemma":[0.9996252,0.0000652505,0.0000859458,0.0000160266,0.0001263271,0.00008130444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003112078,0.00001951769,0.9956839,0.00000869143,0.00003762413,0.00006800776,0.000550188,0.000256747,0.0008471625,0.00004186334,0.0001551921,0.002300119],"study_design_scores_gemma":[8.879865e-7,0.000002439881,0.9994125,0.000001253174,0.000002901943,0.000007969434,0.0003134459,0.0001448284,0.00001899053,0.00000645877,0.00008726511,0.000001122621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992598,0.00003800706,0.00003912202,0.00003870744,0.00000115769,0.000005672545,0.0002330545,0.000003150149,0.0003812864],"genre_scores_gemma":[0.999426,0.00004669242,0.00006417796,0.00001545645,0.000001562197,0.000004018554,0.0002277468,0.000001445072,0.0002129065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8921325,"threshold_uncertainty_score":0.2170054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212846702","doi":"10.1016/j.ejrh.2022.101033","title":"Size and optical properties of dissolved organic matter in large boreal rivers during mixing: Implications for carbon transport and source discrimination","year":2022,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada's Oil Sands Innovation Alliance; Alberta Innovates; Canada Foundation for Innovation; Government of Alberta","keywords":"Dissolved organic carbon; Tributary; TRACER; Boreal; Environmental science; Hydrology (agriculture); Mixing (physics); Ecosystem; Water quality; Humus; Environmental chemistry; Chemistry; Ecology; Geology; Soil science; Geography; Biology","authors":[{"name":"Jinping Xue","is_ca":true},{"name":"Chad W. Cuss","is_ca":true},{"name":"Tommy Noernberg","is_ca":true},{"name":"Muhammad Javed","is_ca":true},{"name":"Na Chen","is_ca":true},{"name":"Rick Pelletier","is_ca":true},{"name":"Yu Wang","is_ca":true},{"name":"William Shotyk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01986235902814925,"gpt":0.2188604656677936,"spread":0.1989981066396444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000163965,0.0001492251,0.0001239973,0.0004259461,0.0007399392,0.0006187013,0.0002035187,0.0001637414,0.0004169996],"category_scores_gemma":[0.0003128451,0.0001170299,0.0001091833,0.0004062136,0.0002797161,0.000208642,0.0002182333,0.0001865343,0.00005296254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002166542,"about_ca_system_score_gemma":0.001041558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6295212,"about_ca_topic_score_gemma":0.7406988,"domain_scores_codex":[0.9999282,0.000005646677,0.000003673711,0.00001930394,0.00002121102,0.00002184211],"domain_scores_gemma":[0.9998319,0.00002032184,0.00003908752,0.000003962444,0.00006639197,0.00003823435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002595939,0.00006921537,0.9595117,0.00001490816,0.0000317533,0.00009149176,0.0008043774,0.0002396464,0.03259157,0.00007567362,0.0001662434,0.006143829],"study_design_scores_gemma":[0.000001282518,0.000008278205,0.9990801,9.167888e-7,0.00000389378,0.00001076201,0.000249263,0.0001609972,0.0004084055,0.000006301439,0.00006791097,0.000001898589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993522,0.00006291753,0.0000640967,0.00001114818,0.00000119129,0.000003671171,0.0001035295,0.000004215272,0.0003970778],"genre_scores_gemma":[0.9994247,0.00003470004,0.0001156445,0.00001001206,0.000001162752,0.000003184973,0.0001499762,0.000001878227,0.0002588078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6295212,"threshold_uncertainty_score":0.7453213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365506136","doi":"10.1016/j.ejrh.2023.101387","title":"Snow-detonated floods: Assessment of the U.S. midwest march 2019 event","year":2023,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Mid-America Transportation Center, University of Nebraska-Lincoln; Iowa Department of Transportation","keywords":"Snow; Flood myth; Environmental science; Flood forecasting; Watershed; Climatology; Hydrology (agriculture); Meteorology; Physical geography; Geography; Geology","authors":[{"name":"Nicolás Velásquez","is_ca":false},{"name":"Felipe Quintero","is_ca":false},{"name":"Sinan Rasiya Koya","is_ca":false},{"name":"Tirthankar Roy","is_ca":false},{"name":"Ricardo Mantilla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05304067632095769,"gpt":0.3152014699889427,"spread":0.262160793667985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009005934,0.0003153112,0.0001742399,0.0006130715,0.0003566104,0.0007318293,0.0003678649,0.0004189696,0.0006318321],"category_scores_gemma":[0.001299994,0.0001528036,0.0004390522,0.0008134274,0.0001869525,0.0006198529,0.0006700698,0.0003748153,0.0001244467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001869172,"about_ca_system_score_gemma":0.001015908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1542054,"about_ca_topic_score_gemma":0.2400046,"domain_scores_codex":[0.9998156,0.00005073863,0.000017082,0.00004437187,0.00003195556,0.00004031114],"domain_scores_gemma":[0.9994491,0.0001259352,0.0001363374,0.00004125102,0.0001430092,0.0001044345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001452911,0.0001015882,0.9743457,0.00002874233,0.00006814839,0.000286584,0.0003465338,0.01259383,0.000806239,0.000305528,0.0009585373,0.01001329],"study_design_scores_gemma":[0.00001241426,0.0001458686,0.9460627,0.0000377249,0.00005155783,0.00008327096,0.001765616,0.04903279,0.0005468295,0.0002547542,0.001990244,0.00001630952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967199,0.0000570699,0.0003675821,0.0001790793,0.000006854984,0.00002155302,0.001646607,0.00002128889,0.0009799787],"genre_scores_gemma":[0.9975103,0.0000837492,0.0004747767,0.00004134744,0.000006588189,0.00001873943,0.001578511,0.000003947882,0.0002820431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1542054,"threshold_uncertainty_score":0.3066156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200328988","doi":"10.1016/j.ejrh.2021.100981","title":"Changes in geographical runoff generation in regions affected by climate and resource development: A case study of the Athabasca River","year":2021,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada; University of New Brunswick; University of Alberta; University of Victoria","funders":"Environment and Climate Change Canada","keywords":"Surface runoff; Structural basin; Oil sands; Climate change; Environmental science; Hydrology (agriculture); Drainage basin; Resource (disambiguation); Streamflow; Physical geography; Geology; Geography; Ecology; Geomorphology","authors":[{"name":"Daniel L. Peters","is_ca":true},{"name":"Dillon Watt","is_ca":true},{"name":"K. J. Devito","is_ca":true},{"name":"Wendy A. Monk","is_ca":true},{"name":"Rajesh R. Shrestha","is_ca":true},{"name":"Donald J. Baird","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02593032787329686,"gpt":0.252614555860642,"spread":0.2266842279873451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002543314,0.0002041338,0.000168434,0.0008129079,0.001269124,0.0008324641,0.0005876531,0.0003820524,0.0007497643],"category_scores_gemma":[0.0008335647,0.00008774741,0.0002486553,0.002482781,0.00077472,0.0003265494,0.000533051,0.0003476287,0.00003978636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004438892,"about_ca_system_score_gemma":0.001839176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5588747,"about_ca_topic_score_gemma":0.7616369,"domain_scores_codex":[0.9996595,0.0001443864,0.00001490964,0.00004325308,0.00004797594,0.00008990755],"domain_scores_gemma":[0.9996521,0.0001276075,0.00007201019,0.0000229722,0.00005122075,0.00007408563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002155962,0.0004890033,0.9288539,0.00009562225,0.0001260095,0.0146603,0.007118323,0.02171015,0.006394341,0.002276984,0.0009696168,0.01709004],"study_design_scores_gemma":[0.00002259551,0.0001109434,0.944806,0.0000200495,0.00007552545,0.001283034,0.03281984,0.01743722,0.001115735,0.0004854493,0.001779966,0.00004359289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990259,0.00001789724,0.000100595,0.00007329494,6.06766e-7,0.000008943579,0.0001274937,0.000005120011,0.0006400826],"genre_scores_gemma":[0.9995833,0.00002391309,0.0001892409,0.000009184835,7.360763e-7,0.000004060127,0.0000512074,0.000001639479,0.0001366973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4411253,"threshold_uncertainty_score":0.8874464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200314936","doi":"10.1016/j.ejrh.2021.100982","title":"Hydrological performance of ERA5 and MERRA-2 precipitation products over the Great Lakes Basin","year":2021,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan; National Aeronautics and Space Administration","keywords":"Precipitation; Streamflow; Snow; Structural basin; Drainage basin; Shore; Stream flow; Hydrological modelling","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.028712815479555,"gpt":0.2543383464722936,"spread":0.2256255309927386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009703342,0.000632497,0.0002668473,0.0004924724,0.0002316619,0.0007414377,0.0004856903,0.0004499459,0.0007750446],"category_scores_gemma":[0.001444556,0.0002631861,0.0003642954,0.0009599038,0.0001936795,0.000827654,0.0004120572,0.0002577502,0.000251413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006753535,"about_ca_system_score_gemma":0.0008021509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06394024,"about_ca_topic_score_gemma":0.06485651,"domain_scores_codex":[0.9996561,0.00006585744,0.00003363085,0.0001225042,0.00008389775,0.00003806008],"domain_scores_gemma":[0.9995028,0.0001076355,0.00008102004,0.00008710138,0.000148611,0.000072863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001437641,0.000500817,0.6013359,0.0001964223,0.0007861664,0.0004752054,0.0006183714,0.2936012,0.01064281,0.0007822151,0.01306945,0.07655375],"study_design_scores_gemma":[0.0002165543,0.0002481869,0.5855646,0.00003215877,0.0001108949,0.00007750237,0.0002000753,0.4054875,0.003695431,0.0001875176,0.004120908,0.00005868055],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946602,0.0001574377,0.0003626302,0.000101857,0.00002341347,0.00001075438,0.003093764,0.0003733382,0.001216627],"genre_scores_gemma":[0.9903803,0.00009123383,0.001403165,0.00005592942,0.00001791882,0.00001391607,0.007555119,0.00004099368,0.0004414256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06394024,"threshold_uncertainty_score":0.1271361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320928758","doi":"10.1016/j.ejrh.2023.101343","title":"Nested hydrological modeling for flood prediction using CMIP6 inputs around Lake Tana, Ethiopia","year":2023,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Alberta Energy","funders":"","keywords":"Flood myth; Surface runoff; Structural basin; Environmental science; Precipitation; Hydrological modelling; Drainage basin; Coupled model intercomparison project; Hydrology (agriculture); Flood forecasting; Climatology; Meteorology; Climate model; Geology; Climate change; Geography; Cartography; Geomorphology; Ecology","authors":[{"name":"Addis A. Alaminie","is_ca":false},{"name":"Giriraj Amarnath","is_ca":false},{"name":"Suman Kumar Padhee","is_ca":false},{"name":"Surajit Ghosh","is_ca":false},{"name":"Seifu A. Tilahun","is_ca":false},{"name":"Muluneh Admass Mekonnen","is_ca":true},{"name":"Getachew Assefa","is_ca":true},{"name":"Abdulkarim Seid","is_ca":false},{"name":"Fasikaw A. Zimale","is_ca":false},{"name":"Mark R. Jury","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.101729274391108,"gpt":0.3162439181008922,"spread":0.2145146437097842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004659018,0.0005021134,0.0003492583,0.0002179727,0.0003190767,0.0005735598,0.0007500187,0.0005155108,0.0006412492],"category_scores_gemma":[0.001019968,0.0003671672,0.0004266261,0.0003445944,0.0001696285,0.0004732886,0.0004283944,0.000455731,0.00009229396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006479647,"about_ca_system_score_gemma":0.001055282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03774119,"about_ca_topic_score_gemma":0.02626953,"domain_scores_codex":[0.9998933,0.00004158689,0.000006704989,0.00002610393,0.00001346246,0.00001890006],"domain_scores_gemma":[0.9997652,0.0001045954,0.00002771258,0.00001614698,0.00005069651,0.00003558522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003892843,0.00005517096,0.006774102,0.00001236228,0.00003576429,0.00006290479,0.00002954554,0.9888201,0.000666765,0.0002958652,0.0001949117,0.00301355],"study_design_scores_gemma":[0.0000105395,0.000009639037,0.001426831,0.000001980927,0.000004788207,0.000003211908,0.00001125712,0.9981059,0.0001928083,0.0001319821,0.00009758125,0.000003467724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783705,0.00008527501,0.01854747,0.000155101,0.00002604273,0.00004242831,0.001255257,0.0002731594,0.001244773],"genre_scores_gemma":[0.9892681,0.00005157499,0.009609599,0.0000136959,0.000006243434,0.00004254869,0.0006481807,0.00001697562,0.0003430346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03774119,"threshold_uncertainty_score":0.07504302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801322743","doi":"10.1016/j.ejrh.2018.04.006","title":"Isotopic and geochemical surveys of lakes in coastal B.C.: Insights into regional water balance and water quality controls","year":2018,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"Innotech Alberta; Environment and Climate Change Canada","keywords":"Water quality; Hydrology (agriculture); Watershed; Water balance; Drainage basin; Geology; Elevation (ballistics); Lithology; Environmental science; Physical geography; Geochemistry; Geography; Ecology","authors":[{"name":"J. J. Gibson","is_ca":true},{"name":"S. J. Birks","is_ca":false},{"name":"Yuanbi Yi","is_ca":true},{"name":"P. D. Shaw","is_ca":false},{"name":"Michael C. Moncur","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02734044497127362,"gpt":0.2650009975683454,"spread":0.2376605525970718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000143673,0.0001654774,0.0001794294,0.001172323,0.001025124,0.0005941143,0.0003123206,0.0001728451,0.0005247514],"category_scores_gemma":[0.0004029306,0.0001317026,0.00007753079,0.00239394,0.0003400775,0.0001560713,0.0004086925,0.0001763237,0.0001150985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002630371,"about_ca_system_score_gemma":0.002363241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8155457,"about_ca_topic_score_gemma":0.9467369,"domain_scores_codex":[0.9998682,0.00001332115,0.000008566857,0.00003226697,0.00004681337,0.00003077982],"domain_scores_gemma":[0.9995891,0.0000280441,0.00007504904,0.00001273599,0.0002252608,0.00006980618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005008789,0.00002178737,0.9830528,0.00002800004,0.00001670077,0.00009440024,0.001024009,0.0001469311,0.005863289,0.00004291429,0.0001606496,0.009498324],"study_design_scores_gemma":[8.184963e-7,0.0000103964,0.9987342,0.000002874016,0.00000344186,0.00002089337,0.0006214023,0.00008980359,0.0002468013,0.00000543376,0.000262132,0.000001821154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985564,0.00007568933,0.00005686976,0.00001332898,4.860948e-7,0.0000107355,0.0003573652,0.000003124608,0.0009260434],"genre_scores_gemma":[0.9982864,0.0001329994,0.0003788391,0.00001423891,9.618698e-7,0.00001156531,0.0004684374,0.000002139889,0.0007044335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1844543,"threshold_uncertainty_score":0.3710812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366763412","doi":"10.1016/j.ejrh.2023.101390","title":"Potential changes in climate indices in Alberta under projected global warming of 1.5–5 °C","year":2023,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Climate variability and models","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; Alberta Environment and Protected Areas","funders":"","keywords":"Global warming; Environmental science; Climatology; Precipitation; Coupled model intercomparison project; Climate change; Mean radiant temperature; Climate model; Atmospheric sciences; Geography; Meteorology; Geology; Oceanography","authors":[{"name":"Hyung‐Il Eum","is_ca":true},{"name":"Babak Fajard","is_ca":true},{"name":"Tom Tang","is_ca":true},{"name":"Anil Gupta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04462447460748968,"gpt":0.3121333337718365,"spread":0.2675088591643468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004078253,0.0003189529,0.000145006,0.0005283424,0.0006776345,0.000880644,0.000431577,0.0002349216,0.0008872924],"category_scores_gemma":[0.0005088026,0.00009853197,0.0003456394,0.001129015,0.0002881654,0.0002414666,0.0003717108,0.0002610857,0.0000716366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01144664,"about_ca_system_score_gemma":0.01132034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.953914,"about_ca_topic_score_gemma":0.9750593,"domain_scores_codex":[0.9998079,0.00002146527,0.000006707908,0.00002478368,0.00007595473,0.00006331378],"domain_scores_gemma":[0.9997991,0.00001127234,0.00002422672,0.000005902406,0.000124193,0.00003534662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004796265,0.0001063336,0.7337461,0.0002077467,0.0003399479,0.0009770598,0.0006833309,0.1780195,0.008475868,0.00561332,0.01138007,0.05997116],"study_design_scores_gemma":[0.00004411246,0.00005683827,0.9109519,0.00005692333,0.0001377453,0.0001150083,0.001286231,0.07033701,0.001586263,0.001145629,0.01421805,0.00006433806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781884,0.0007239819,0.001509006,0.000998243,0.00004221934,0.0000272653,0.00476527,0.0001563674,0.01358931],"genre_scores_gemma":[0.9953121,0.000406879,0.001275914,0.00008649812,0.000007465437,0.00000778051,0.001721994,0.000008348415,0.00117297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04608601,"threshold_uncertainty_score":0.09271479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407303051","doi":"10.1016/j.ejrh.2025.102223","title":"Assessment of bias correction methods for high resolution daily precipitation projections with CMIP6 models: A Canadian case study","year":2025,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Climate variability and models","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada","keywords":"Climatology; Precipitation; Environmental science; Econometrics; Geography; Meteorology; Mathematics; Geology","authors":[{"name":"Xinyi Li","is_ca":true},{"name":"Zhong Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1177967016318476,"gpt":0.4040377917311498,"spread":0.2862410900993022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005140808,0.001048159,0.0004442194,0.0008577931,0.001367793,0.001279314,0.00145471,0.0007322877,0.0006757288],"category_scores_gemma":[0.009547245,0.0003658665,0.0007966271,0.00191776,0.0003640134,0.0005876348,0.0005998708,0.000602124,0.00009533279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01064411,"about_ca_system_score_gemma":0.01662339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9401349,"about_ca_topic_score_gemma":0.8920472,"domain_scores_codex":[0.9985458,0.0003842289,0.00006958537,0.0001495158,0.0006317283,0.0002191892],"domain_scores_gemma":[0.9954685,0.001270575,0.0002565632,0.0002500565,0.002629558,0.0001246606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002589822,0.0001160035,0.09263907,0.0002406557,0.0003694842,0.0002989843,0.0001958154,0.8121044,0.002485605,0.003850466,0.003403154,0.0840373],"study_design_scores_gemma":[0.00009030951,0.00006103628,0.04391918,0.00004990519,0.0001336987,0.00006512155,0.0001718405,0.946628,0.003785322,0.0006404071,0.004391374,0.00006382826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9208369,0.00189858,0.0596213,0.001202572,0.00009878533,0.000411653,0.004282324,0.001156901,0.0104909],"genre_scores_gemma":[0.9349309,0.0005715468,0.06103649,0.00008109127,0.00001645649,0.00009294225,0.001896628,0.0001181637,0.001255871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05986506,"threshold_uncertainty_score":0.1204352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037320463","doi":"10.1016/j.ejrh.2020.100703","title":"Development of a time-varying MODIS/ 2D hydrodynamic model relationship between water levels and flooded areas in the Inner Niger Delta, Mali, West Africa","year":2020,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"United Nations University Institute for Water, Environment, and Health; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Niger delta; Delta; Geography; River delta; Environmental science; Hydrology (agriculture); Physical geography; Water resource management; Geology; Geotechnical engineering; Engineering","authors":[{"name":"Md Mominul Haque","is_ca":true},{"name":"Ousmane Seidou","is_ca":true},{"name":"Abdolmajid Mohammadian","is_ca":true},{"name":"Abdouramane Gado Djibo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08523276875283649,"gpt":0.2818869256698247,"spread":0.1966541569169882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002230403,0.0005473917,0.0003583225,0.0003468815,0.0003809965,0.0009249168,0.0006812626,0.0007556936,0.0008967121],"category_scores_gemma":[0.0004993748,0.0003829478,0.0004207878,0.0002433973,0.0001784187,0.0004356107,0.0004406957,0.0005621272,0.0001960191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007947467,"about_ca_system_score_gemma":0.001083281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06146139,"about_ca_topic_score_gemma":0.03314814,"domain_scores_codex":[0.9999318,0.00001224297,0.000006544488,0.00002384275,0.00001270609,0.00001279139],"domain_scores_gemma":[0.9998726,0.0000376378,0.000020578,0.00000769667,0.00004225138,0.00001924023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003240539,0.00008135738,0.009873644,0.00002272199,0.0000238322,0.0001329438,0.00004831499,0.980682,0.002462501,0.0003989813,0.0003299011,0.005911376],"study_design_scores_gemma":[0.000005212,0.000007874705,0.0008960937,0.000002001275,0.000003893279,0.000004980008,0.00001076066,0.9986869,0.0002186585,0.00003462624,0.0001253302,0.000003717325],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241528,0.0002399723,0.06652474,0.0005181803,0.00009389334,0.0001563244,0.001210525,0.0008242847,0.006279334],"genre_scores_gemma":[0.9840284,0.000111327,0.01418502,0.00003024028,0.00001076324,0.00007329489,0.0004041594,0.00002109442,0.001135796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06146139,"threshold_uncertainty_score":0.1222073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047885711","doi":"10.1016/j.ejrh.2020.100716","title":"Hydrogeochemical processes and long-term effects of sea-level rise in an uplifted atoll island of Minami-Daito, Japan","year":2020,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Japan Science and Technology Agency","keywords":"Groundwater; Seawater; Atoll; Salinity; Dolomite; Geology; δ18O; Aquifer; Calcite; Hydrology (agriculture); Geochemistry; Oceanography; Stable isotope ratio; Surface water; Environmental science","authors":[{"name":"Heejun Yang","is_ca":false},{"name":"Makoto Kagabu","is_ca":false},{"name":"Azusa Okumura","is_ca":false},{"name":"Jun Shimada","is_ca":false},{"name":"Tomo Shibata","is_ca":false},{"name":"Daniele L. Pinti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03115327394700252,"gpt":0.2533440046983947,"spread":0.2221907307513922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001598016,0.0003360262,0.0002985194,0.000483912,0.0007160539,0.0005505888,0.0003343889,0.0003382418,0.0004346999],"category_scores_gemma":[0.0002179509,0.0002448591,0.0003182237,0.0006019865,0.0005539667,0.0004045636,0.0006052078,0.0002986567,0.00008496662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284546,"about_ca_system_score_gemma":0.0006464007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08403718,"about_ca_topic_score_gemma":0.1827189,"domain_scores_codex":[0.9999087,0.00001057811,0.00000949917,0.00002747911,0.00001374416,0.00003002611],"domain_scores_gemma":[0.9997836,0.0000144738,0.00005323885,0.000008443161,0.00005463006,0.00008560903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001905844,0.0001596286,0.9719526,0.00004031027,0.000131697,0.001023178,0.001535431,0.0003747618,0.02116262,0.00004412288,0.0001787653,0.003206342],"study_design_scores_gemma":[0.000004372365,0.00003673446,0.9984302,0.000001842504,0.00001907362,0.00003185722,0.0008751517,0.0002956753,0.0001832877,0.000008312823,0.0001089834,0.000004402722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998494,0.00002265832,0.00001039275,0.00001374921,0.000001647311,0.000001758789,0.00003291391,8.886882e-7,0.00006653239],"genre_scores_gemma":[0.9995925,0.00004712256,0.00005078743,0.00001980285,0.000004277287,0.000005682145,0.0001452965,0.000001169647,0.0001333916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08403718,"threshold_uncertainty_score":0.1670961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367399990","doi":"10.1016/j.ejrh.2023.101398","title":"Land cover influence on catchment scale subsurface water storage investigated by multiple methods: Implications for UK Natural Flood Management","year":2023,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"Natural Environment Research Council; University of Edinburgh; British Geological Survey; Sight Research UK; University of Saskatchewan; Society of American Gastrointestinal and Endoscopic Surgeons","keywords":"Hydrology (agriculture); Surface runoff; Environmental science; Drainage basin; Water storage; Land cover; Flood myth; Infiltration (HVAC); Groundwater; Soil water; Land use; Soil science; Geology; Geography; Ecology","authors":[{"name":"Leo Peskett","is_ca":false},{"name":"Kate V. Heal","is_ca":false},{"name":"Alan MacDonald","is_ca":false},{"name":"Andrew Black","is_ca":false},{"name":"Jeffrey J. McDonnell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02963966427370456,"gpt":0.3120353337421664,"spread":0.2823956694684618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008299229,0.0002074867,0.0002957278,0.0006933718,0.0002730354,0.0006337089,0.0002000589,0.0001617849,0.001530266],"category_scores_gemma":[0.003091934,0.0001356025,0.0002132587,0.001291462,0.0004315591,0.0004558022,0.0009018037,0.0001552427,0.0001228655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008034908,"about_ca_system_score_gemma":0.0003526655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04584349,"about_ca_topic_score_gemma":0.106963,"domain_scores_codex":[0.9994742,0.0002826205,0.00003582531,0.00007271474,0.000069226,0.0000653662],"domain_scores_gemma":[0.9976093,0.001232813,0.000659825,0.0001411213,0.000218964,0.0001380309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002713376,0.00002604241,0.9674493,0.00005905084,0.00006945471,0.0002163445,0.001388569,0.0007745625,0.003285848,0.0001142459,0.0002222468,0.02612301],"study_design_scores_gemma":[0.000002552469,0.00004518637,0.9984773,0.000007051896,0.00001023241,0.00003781304,0.0004105119,0.000596069,0.0001825424,0.00004032481,0.0001856353,0.000004725014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998702,0.0001839492,0.0003739129,0.00004950208,0.000002684192,0.000006157693,0.0001858158,0.000004627786,0.00049138],"genre_scores_gemma":[0.9993333,0.00007674007,0.0002664751,0.000009814029,0.00000270593,0.000009218468,0.00009595464,0.000002073073,0.0002037308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04584349,"threshold_uncertainty_score":0.09115326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388884217","doi":"10.1016/j.ejrh.2023.101582","title":"Impacts of small and medium-sized reservoirs on streamflow in two basins of Southeast China, using a hydrological model to separate influences of multiple drivers","year":2023,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University","funders":"Natural Science Foundation of Fujian Province; National Natural Science Foundation of China","keywords":"Streamflow; Surface runoff; Environmental science; Drainage basin; Hydrology (agriculture); Terrain; China; Structural basin; Climate change; Water resource management; Physical geography; Geography; Geology","authors":[{"name":"Xie Yan","is_ca":false},{"name":"Bingqing Lin","is_ca":false},{"name":"Xingwei Chen","is_ca":false},{"name":"Huaxia Yao","is_ca":true},{"name":"Weifang Ruan","is_ca":false},{"name":"Xiaocheng Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06584825133077382,"gpt":0.3218021708104946,"spread":0.2559539194797208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004533968,0.0004408292,0.0003110838,0.000370191,0.0005066811,0.0006673024,0.0004979133,0.0004976817,0.0005503343],"category_scores_gemma":[0.0006545082,0.0003132677,0.0007762331,0.0004555023,0.0003941944,0.0006231769,0.0005171248,0.0002796095,0.00003026048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690391,"about_ca_system_score_gemma":0.002146471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1162941,"about_ca_topic_score_gemma":0.08680577,"domain_scores_codex":[0.9998195,0.00006244036,0.00001376321,0.00003887407,0.00002128129,0.00004422637],"domain_scores_gemma":[0.999796,0.00006697681,0.00003031605,0.0000175051,0.00003916194,0.00005004939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001707506,0.0002368328,0.2442379,0.00004890846,0.0001876676,0.0005506866,0.0002029972,0.7401133,0.004239304,0.001184022,0.0003672079,0.008460358],"study_design_scores_gemma":[0.00003771874,0.00005844567,0.04880102,0.000004348057,0.00006574741,0.00001799365,0.0001329981,0.9497833,0.0005477786,0.0003923799,0.0001434292,0.00001483291],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988582,0.00001762608,0.0007508433,0.00005385049,0.000002767275,0.000008188779,0.00005624018,0.00001646966,0.0002358773],"genre_scores_gemma":[0.9994683,0.00002493236,0.0003093007,0.000006099935,0.000001190009,0.000008015308,0.00006633947,0.000002097681,0.0001137592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162941,"threshold_uncertainty_score":0.2312344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383652233","doi":"10.1016/j.ejrh.2023.101465","title":"A framework to assess future water-resource under climate change in northern Morocco using hydro-climatic modelling and water-withdrawal scenarios","year":2023,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Providence Health Care","keywords":"Environmental science; Climate change; Water resources; Precipitation; Mediterranean climate; Climate model; Representative Concentration Pathways; Water resource management; Hydrology (agriculture); Drainage basin; Mediterranean Basin; Resource (disambiguation); Hydrological modelling; Climatology; Geography; Meteorology; Computer science; Ecology; Geology","authors":[{"name":"Youness Hrour","is_ca":false},{"name":"Ophélie Fovet","is_ca":false},{"name":"Guillaume Lacombe","is_ca":false},{"name":"Pauline Rousseau‐Gueutin","is_ca":false},{"name":"Karima Sebari","is_ca":false},{"name":"Pascal Pichelin","is_ca":false},{"name":"Zahra Thomas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07639224778120877,"gpt":0.3062723019446835,"spread":0.2298800541634747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001231107,0.0007870687,0.0003188021,0.001263475,0.0004462866,0.001738935,0.0008073066,0.0006465261,0.001046158],"category_scores_gemma":[0.001271201,0.0001900638,0.0006487982,0.0006389378,0.0004966889,0.0006706358,0.001115273,0.0003686286,0.00008871378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002721757,"about_ca_system_score_gemma":0.001561676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04397927,"about_ca_topic_score_gemma":0.03592553,"domain_scores_codex":[0.9996201,0.0002172234,0.00002029008,0.00005409677,0.00004726384,0.00004106244],"domain_scores_gemma":[0.9997417,0.0001005582,0.00005646251,0.00001716074,0.00005525564,0.00002869193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002367722,0.00003234835,0.004733497,0.00006791089,0.00009319156,0.0002760772,0.0001923811,0.952848,0.0008253319,0.03252093,0.0005775121,0.007809266],"study_design_scores_gemma":[0.0000149547,0.00002877422,0.00336777,0.00005315707,0.00003053113,0.00003658051,0.0002388306,0.9724822,0.000218292,0.02022145,0.003286799,0.00002066854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.497243,0.002593691,0.4613043,0.003273373,0.0001045089,0.0004620285,0.003992189,0.0007318088,0.03029507],"genre_scores_gemma":[0.9564086,0.0004133913,0.0413067,0.00006133144,0.00002067301,0.0002468773,0.0006191008,0.00002600632,0.0008973437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04397927,"threshold_uncertainty_score":0.08744651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417313618","doi":"10.1016/j.ejrh.2025.102989","title":"Allocating water resources in transboundary river basins: A sequential rubinstein bargaining approach with risk discounting","year":2025,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"Negotiation; Mekong river; Discounting; Water resources; Resource allocation; Bankruptcy; Drainage basin","authors":[{"name":"Liang Yuan","is_ca":false},{"name":"Weijun He","is_ca":false},{"name":"Xia Wu","is_ca":false},{"name":"Yang Kong","is_ca":false},{"name":"Yang Yang","is_ca":false},{"name":"Thomas Stephen Ramsey","is_ca":false},{"name":"Dagmawi Mulugeta Degefu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0374517423262861,"gpt":0.2475202213922029,"spread":0.2100684790659168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005512653,0.0006382765,0.001478225,0.0008517652,0.0007855907,0.001964318,0.002637779,0.001600135,0.004896683],"category_scores_gemma":[0.007440283,0.0007693861,0.001346065,0.0009644814,0.002184319,0.002780563,0.002066083,0.001589609,0.000252744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003017995,"about_ca_system_score_gemma":0.001740441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006075022,"about_ca_topic_score_gemma":0.00489415,"domain_scores_codex":[0.9969226,0.002083644,0.00008699027,0.0004100805,0.000244169,0.0002524306],"domain_scores_gemma":[0.9979213,0.001360983,0.000309042,0.0001305733,0.0001610995,0.000117044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006177947,0.000052213,0.0006759524,0.00003972868,0.00005341482,0.0001393718,0.0002537303,0.7552868,0.0008485647,0.2329681,0.0002165325,0.009403936],"study_design_scores_gemma":[0.00001909623,0.0000544973,0.0001492024,0.000009970175,0.00001914201,0.00002715548,0.0001156914,0.9110234,0.0002169115,0.08766107,0.0006863988,0.00001743798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1048528,0.0002045972,0.8809123,0.0007024148,0.00004118519,0.0001105232,0.00004264654,0.00004857298,0.01308505],"genre_scores_gemma":[0.913931,0.0002180383,0.077631,0.00008288977,0.00002624358,0.0001293464,0.00002235518,0.00002389243,0.007935244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006075022,"threshold_uncertainty_score":0.02915406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389066729","doi":"10.1016/j.ejrh.2023.101580","title":"Deriving synthetic rating curves from a digital elevation model to delineate the inundated areas of small watersheds","year":2023,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Université du Québec à Montréal; Université Laval","keywords":"Floodplain; Digital elevation model; Hydrology (agriculture); Flood myth; Elevation (ballistics); Environmental science; Terrain; Drainage density; Drainage; Calibration; Watershed; Remote sensing; Cartography; Geology; Computer science; Drainage basin; Geography; Statistics; Ecology; Mathematics","authors":[{"name":"Camila A. Gordon","is_ca":true},{"name":"Étienne Foulon","is_ca":true},{"name":"Alain N. Rousseau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05958914650477115,"gpt":0.2906767838540522,"spread":0.231087637349281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003367153,0.0003765415,0.0001514255,0.0008598816,0.000160701,0.0006076959,0.0003397663,0.0001903465,0.0008872113],"category_scores_gemma":[0.001524413,0.0001353514,0.000205151,0.0008291368,0.0001518684,0.0002650306,0.0002019859,0.0001836315,0.0002118238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002066202,"about_ca_system_score_gemma":0.001569675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3679641,"about_ca_topic_score_gemma":0.4777528,"domain_scores_codex":[0.9998406,0.00003000628,0.00001034035,0.00003325418,0.00006014489,0.00002554557],"domain_scores_gemma":[0.9995097,0.0001350697,0.00004824194,0.00006673934,0.000215627,0.00002460374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009223947,0.0001063554,0.09925932,0.00004447755,0.00004403717,0.0001445932,0.0002004182,0.7579205,0.008556785,0.001355241,0.001760775,0.1305153],"study_design_scores_gemma":[0.000006559808,0.00001368071,0.02554176,0.000004264577,0.000004852849,0.00001426978,0.00005202687,0.971686,0.001648073,0.0001575079,0.0008608536,0.00001024126],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150697,0.00003252771,0.07462119,0.00006605106,0.000009832446,0.000140529,0.003021147,0.001712671,0.005326377],"genre_scores_gemma":[0.9666519,0.0000268884,0.03042733,0.0000108812,0.000001822263,0.0000399958,0.002097314,0.00004744653,0.0006963417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3679641,"threshold_uncertainty_score":0.7316446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366780397","doi":"10.1016/j.ejrh.2023.101391","title":"Process based calibration of a continental-scale hydrological model using soil moisture and streamflow data","year":2023,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; University of Calgary","funders":"Global Water Futures; Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Maa- ja MetsätalousministeriÖ; Canada Research Chairs; Manitoba Hydro; Compute Canada; Sveriges Meteorologiska och Hydrologiska Institut","keywords":"Evapotranspiration; Streamflow; Environmental science; Water content; Discretization; Hydrology (agriculture); Soil science; Hydrological modelling; Soil horizon; Hydrogeology; Soil water; Drainage basin; Geology; Climatology; Geography; Mathematics; Geotechnical engineering","authors":[{"name":"Ajay Ratna Bajracharya","is_ca":true},{"name":"Mohamed Ismaiel Ahmed","is_ca":true},{"name":"Tricia Stadnyk","is_ca":true},{"name":"Masoud Asadzadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1668619244660302,"gpt":0.3305329523711873,"spread":0.1636710279051572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004660028,0.0003906208,0.0002456846,0.0002597784,0.0004233614,0.0005454929,0.0007538386,0.000538941,0.001095025],"category_scores_gemma":[0.001133811,0.0002382351,0.000417031,0.0005851581,0.0003092967,0.0004902149,0.0003590244,0.0007091262,0.0001559074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541045,"about_ca_system_score_gemma":0.002390163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2175496,"about_ca_topic_score_gemma":0.1981365,"domain_scores_codex":[0.9998426,0.0000340806,0.000009988327,0.00005291222,0.00003619376,0.00002411061],"domain_scores_gemma":[0.9996458,0.0001029974,0.00004033267,0.00006744527,0.0001118798,0.00003149379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000362301,0.00009438058,0.01789921,0.00002602096,0.0000438431,0.00004427935,0.00003633328,0.9704578,0.001924074,0.000705611,0.0009179722,0.00781419],"study_design_scores_gemma":[0.00001898236,0.00001042261,0.005988282,0.000003446719,0.000008131853,0.000005737735,0.00001407609,0.9925257,0.0007866483,0.0001951704,0.0004354177,0.000008076993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584731,0.0001132807,0.03092292,0.0002347975,0.00004244381,0.0001105494,0.00388881,0.0007421427,0.005472064],"genre_scores_gemma":[0.9861389,0.00005141125,0.01085169,0.00003253323,0.000004211734,0.00005050527,0.002335298,0.0000383713,0.0004971622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2175496,"threshold_uncertainty_score":0.4325667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211223135","doi":"10.1016/j.ejrh.2022.101032","title":"Using stable isotopes to track hydrological processes at an oil sands mine, Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Global Institute for Water Security; University of Victoria; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Syncrude","keywords":"Oil sands; Tailings; Environmental science; Dewatering; Hydrology (agriculture); Steam-assisted gravity drainage; Boiler blowdown; Precipitation; Geology; Asphalt; Archaeology; Meteorology; Geography; Geotechnical engineering; Oceanography","authors":[{"name":"Spencer Joseph Chad","is_ca":true},{"name":"S. Lee Barbour","is_ca":true},{"name":"Jeffrey J. McDonnell","is_ca":true},{"name":"J. J. Gibson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04713114041812368,"gpt":0.2567314859510322,"spread":0.2096003455329085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002681319,0.0002212461,0.0001472223,0.0009365599,0.00149379,0.0006974832,0.0006348214,0.0002380741,0.0005093759],"category_scores_gemma":[0.0003907622,0.0001745871,0.0000938272,0.001481369,0.0004601517,0.0002298387,0.0003107971,0.0002355186,0.00008956943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009276563,"about_ca_system_score_gemma":0.01055184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.97925,"about_ca_topic_score_gemma":0.9949093,"domain_scores_codex":[0.9998201,0.00001280866,0.000004987399,0.00003432433,0.00009005371,0.00003777881],"domain_scores_gemma":[0.9997568,0.00002067688,0.0000254672,0.000008103115,0.0001449032,0.00004400429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003253018,0.000286685,0.8949566,0.00006114392,0.00006242991,0.0004224877,0.002027559,0.007196501,0.02682076,0.0004587986,0.001642903,0.06573876],"study_design_scores_gemma":[0.00003562133,0.00007409065,0.9762729,0.00001513329,0.00002529033,0.00007106552,0.002315331,0.0138934,0.003437344,0.0001641819,0.003672002,0.00002359556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962081,0.00009995548,0.0004962912,0.00006803078,0.000003269563,0.00004778281,0.0006594703,0.00003207821,0.00238496],"genre_scores_gemma":[0.9943923,0.0001716706,0.00276966,0.00003361879,0.00000222751,0.00001671711,0.0005275081,0.000007655756,0.002078634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02074999,"threshold_uncertainty_score":0.06730652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408972442","doi":"10.1016/j.ejrh.2025.102343","title":"Daily reference evapotranspiration prediction in Iran: A machine learning approach with ERA5-land data","year":2025,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Semnan University","keywords":"Evapotranspiration; Geography; Artificial intelligence; Cartography; Remote sensing; Computer science; Environmental science; Machine learning; Agricultural engineering; Engineering; Ecology; Biology","authors":[{"name":"Ali Asghar Zolfaghari","is_ca":false},{"name":"Maryam Raeesi","is_ca":false},{"name":"Giuseppe Longo-Minnolo","is_ca":false},{"name":"Simona Consoli","is_ca":false},{"name":"Miles Dyck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05072865074114629,"gpt":0.2648223387264438,"spread":0.2140936879852975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064111,0.0007553966,0.0004617317,0.0009512324,0.0002269462,0.0005042386,0.0009217902,0.0004585191,0.0004716808],"category_scores_gemma":[0.001468555,0.0002625147,0.0009118519,0.001209254,0.000187494,0.0006248823,0.0003177023,0.0006321808,0.0002734958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000707099,"about_ca_system_score_gemma":0.0007672218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0422522,"about_ca_topic_score_gemma":0.02688657,"domain_scores_codex":[0.99979,0.00004390465,0.00002132878,0.00007305277,0.00004053331,0.00003119062],"domain_scores_gemma":[0.9995911,0.0001272693,0.00005995175,0.00005023527,0.0001496195,0.00002183564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003337716,0.0003661886,0.12768,0.0001927733,0.0003532083,0.0002933527,0.0001607033,0.7240633,0.00294862,0.0005781801,0.004659397,0.1383705],"study_design_scores_gemma":[0.00002530736,0.00003603954,0.04080238,0.00001288414,0.00004691289,0.00002383032,0.00008137871,0.9563169,0.001287194,0.00026583,0.001078811,0.00002252371],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817502,0.0007148547,0.01211489,0.0002644368,0.00006784591,0.00003360968,0.002858988,0.0007298784,0.001465305],"genre_scores_gemma":[0.9844385,0.0002099879,0.01045474,0.00002206051,0.00002378645,0.00002451363,0.004542687,0.00002315041,0.0002606099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0422522,"threshold_uncertainty_score":0.08401257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410615276","doi":"10.1016/j.ejrh.2025.102468","title":"Identification and mapping of multi-type flood hotspots using an ensemble technique in the transboundary of Kabul River Basin","year":2025,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Key Research and Development Program of China; Science and Technology Development Fund; Canadian Anesthesiologists' Society","keywords":"Flood myth; Structural basin; Geography; Identification (biology); Drainage basin; Cartography; Water resource management; Geology; Environmental science; Geomorphology; Ecology; Archaeology; Biology","authors":[{"name":"Zahid Ur Rahman","is_ca":false},{"name":"Fang Chen","is_ca":false},{"name":"Meimei Zhang","is_ca":false},{"name":"Jiahua Zhang","is_ca":false},{"name":"Muhammad Hussain","is_ca":false},{"name":"Safi Ullah","is_ca":false},{"name":"Peyman Yariyan","is_ca":false},{"name":"Zahoor Ahmad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04697063486928756,"gpt":0.3202875441525039,"spread":0.2733169092832163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000493604,0.0004043176,0.0003634497,0.001592712,0.0003361244,0.0007053397,0.0003515137,0.0002798983,0.0004233822],"category_scores_gemma":[0.0009457055,0.0001462011,0.000595991,0.0009627999,0.0001242323,0.0005957221,0.0005994621,0.00026255,0.00007988679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002533449,"about_ca_system_score_gemma":0.0003425267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01709152,"about_ca_topic_score_gemma":0.02074919,"domain_scores_codex":[0.9997687,0.0000699118,0.00001500314,0.00005935635,0.00003631763,0.00005068436],"domain_scores_gemma":[0.9997051,0.0001013024,0.00004435098,0.00003570096,0.00008229295,0.00003109418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003505928,0.0002089024,0.4767943,0.0001539021,0.0005211974,0.0008627792,0.001918072,0.3118398,0.01492607,0.001122808,0.002024923,0.1892767],"study_design_scores_gemma":[0.00000867154,0.00005291767,0.1809386,0.00002938175,0.0001232361,0.0001389981,0.001667932,0.8138507,0.0014179,0.000821532,0.0009051317,0.00004498129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828415,0.0001165126,0.01574445,0.00007361914,0.00001195419,0.00001428035,0.0003036849,0.0001194927,0.0007744699],"genre_scores_gemma":[0.9956447,0.0000622892,0.003863012,0.000007086684,0.000004423076,0.00001125634,0.0002360243,0.000005840259,0.0001653249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01709152,"threshold_uncertainty_score":0.03398407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211098183","doi":"10.1016/j.ejrh.2022.101031","title":"Changes to the hydrology of a boreal fen following the placement of an access road and below ground pipeline","year":2022,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"Alberta Environment and Parks; Suncor Energy Incorporated","keywords":"Hydrology (agriculture); Clearance; Peat; Culvert; Mire; Water table; Flow (mathematics); Environmental science; Pipeline transport; Geology; Groundwater; Geotechnical engineering; Geography; Geometry; Environmental engineering; Mathematics","authors":[{"name":"Matthew C. Elmes","is_ca":true},{"name":"Richard M. Petrone","is_ca":true},{"name":"Olena Volik","is_ca":true},{"name":"Jonathan S. Price","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0348258268400349,"gpt":0.3004558140218695,"spread":0.2656299871818346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001764315,0.0001381003,0.0001767435,0.0005047091,0.0006959511,0.0005548256,0.000314566,0.0002518724,0.0005117874],"category_scores_gemma":[0.0003274578,0.0000828807,0.0001608409,0.0005514911,0.0004940091,0.0001503356,0.0003196342,0.0002328309,0.00008043794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005569365,"about_ca_system_score_gemma":0.003042964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8791291,"about_ca_topic_score_gemma":0.9541851,"domain_scores_codex":[0.9998808,0.000009603728,0.0000038347,0.00002119008,0.00004231674,0.00004233111],"domain_scores_gemma":[0.9997457,0.00001663293,0.00003690109,0.000007417502,0.0001076627,0.00008574427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004216699,0.0001450702,0.9735189,0.00002457125,0.00005125505,0.0009524812,0.001970208,0.001788235,0.01118568,0.0001353823,0.0005125846,0.009293905],"study_design_scores_gemma":[0.000001545736,0.00002067135,0.9985891,0.000002026477,0.000003151682,0.00002748685,0.0006829644,0.0003255292,0.0001383763,0.00000774965,0.0001978815,0.000003500584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993919,0.00001662024,0.0000306794,0.00001578236,0.000001311295,0.000004083797,0.0001171245,0.000003385638,0.0004190321],"genre_scores_gemma":[0.9993033,0.00002396219,0.00008487708,0.000007132546,0.000001161303,0.000002653095,0.0001816359,9.102204e-7,0.0003943396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8791291,"threshold_uncertainty_score":0.2431654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404700188","doi":"10.1016/j.ejrh.2024.102068","title":"Disentangling the socio-natural dynamics of drought and water scarcity in Colombia's Tropical Andes","year":2024,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hudbay Minerals (Canada); University of Toronto","funders":"","keywords":"Geography; Water scarcity; Scarcity; Natural (archaeology); Agriculture; Economics; Archaeology","authors":[{"name":"Carlos L. Pérez","is_ca":true},{"name":"Sara Alonso Vicario","is_ca":false},{"name":"Nora Van Cauwenbergh","is_ca":false},{"name":"Margaret Garcia","is_ca":false},{"name":"Micha Werner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01947222294344169,"gpt":0.3082918126697259,"spread":0.2888195897262842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007794511,0.000197163,0.0001993338,0.001479571,0.001398447,0.00155988,0.0002767404,0.0002408235,0.001469624],"category_scores_gemma":[0.002306347,0.0001005178,0.00008972939,0.001462487,0.001095821,0.001258849,0.001352305,0.0003862709,0.00003961478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00430975,"about_ca_system_score_gemma":0.00263832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.182686,"about_ca_topic_score_gemma":0.3817501,"domain_scores_codex":[0.9994314,0.0002535797,0.00003526858,0.00007263525,0.00007313948,0.0001338956],"domain_scores_gemma":[0.998623,0.0006345554,0.0003446311,0.00004400086,0.0002062061,0.0001476212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001808461,0.0001133793,0.6244601,0.002312345,0.00008711001,0.003667469,0.2210064,0.001513917,0.005724896,0.01492507,0.006283448,0.119725],"study_design_scores_gemma":[0.000009402,0.00004589251,0.7241138,0.0004099309,0.00003792241,0.0002748582,0.2333223,0.001047075,0.0004312179,0.001481671,0.03877074,0.00005515227],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791915,0.00243342,0.0007757436,0.001751041,0.00002355139,0.00009600844,0.001007122,0.00001361871,0.01470793],"genre_scores_gemma":[0.99839,0.0007100432,0.000278102,0.0000551704,0.000005974062,0.00002981467,0.000143344,0.000002434007,0.0003852306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182686,"threshold_uncertainty_score":0.3632452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319054976","doi":"10.1016/j.ejrh.2022.101301","title":"Estimation of groundwater contributions to Athabasca River, Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Suncor Energy (Canada); University of Waterloo","funders":"Imperial Oil Limited; Suncor Energy Incorporated","keywords":"Groundwater; Surface water; Hydrology (agriculture); Groundwater flow; Environmental science; Structural basin; Drainage basin; Groundwater discharge; Water balance; Groundwater model; Streamflow; Geology; Aquifer; Geography; Environmental engineering; Geomorphology","authors":[{"name":"Hyoun‐Tae Hwang","is_ca":true},{"name":"Andre R. Erler","is_ca":true},{"name":"Omar Khader","is_ca":false},{"name":"Steven J. Berg","is_ca":true},{"name":"Edward A. Sudicky","is_ca":true},{"name":"Jon P. Jones","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01594071008533352,"gpt":0.2685358757972175,"spread":0.252595165711884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001315187,0.0003050219,0.0001409878,0.001226113,0.0008848247,0.0006930372,0.0004895001,0.0001678693,0.0009390452],"category_scores_gemma":[0.0004553144,0.000117904,0.0001959009,0.001655436,0.0002065918,0.0001955104,0.0002791223,0.000150304,0.0000839243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01088829,"about_ca_system_score_gemma":0.009125133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9851162,"about_ca_topic_score_gemma":0.9934975,"domain_scores_codex":[0.9998196,0.00001268357,0.000006609994,0.00003298671,0.00009160642,0.00003654633],"domain_scores_gemma":[0.9997939,0.00001859231,0.00001829061,0.00000644253,0.0001386265,0.00002416669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002118222,0.00007173159,0.8088934,0.0001136434,0.0001323224,0.0003348443,0.0005679086,0.08700462,0.01524519,0.001971633,0.002534211,0.08291867],"study_design_scores_gemma":[0.00003267514,0.00004003075,0.8468937,0.00003370146,0.00007703086,0.00009685821,0.001740549,0.1371559,0.00501052,0.0006316708,0.008239369,0.00004797409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988432,0.0002807993,0.002421526,0.0001050094,0.000004632684,0.00004448932,0.003572263,0.0001601891,0.00497913],"genre_scores_gemma":[0.9944871,0.0001673239,0.00229834,0.00001294755,0.000001177021,0.00001063679,0.001449104,0.000009305078,0.001564055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01488382,"threshold_uncertainty_score":0.07900047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365455868","doi":"10.1016/j.ejrh.2023.101380","title":"Exploring the utility of the downscaled SMAP soil moisture products in improving streamflow simulation","year":2023,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Streamflow; Environmental science; Watershed; Water content; Moisture; Hydrology (agriculture); Range (aeronautics); Flood forecasting; Meteorology; Drainage basin; Geology; Geography; Computer science","authors":[{"name":"Shimelis Asfaw Wakigari","is_ca":true},{"name":"Robert Leconte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.100752811700089,"gpt":0.2771965422209576,"spread":0.1764437305208686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005254133,0.0003120828,0.0002412979,0.0002337464,0.0001746745,0.0003980548,0.0004436213,0.000213456,0.0003606581],"category_scores_gemma":[0.001478558,0.0001841371,0.0003131133,0.0003558692,0.0001149231,0.0006825026,0.0003082138,0.0003811349,0.00007531454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004305101,"about_ca_system_score_gemma":0.0006956271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03440879,"about_ca_topic_score_gemma":0.0426819,"domain_scores_codex":[0.9998792,0.00001975036,0.000009430364,0.00003069544,0.00004710908,0.00001377617],"domain_scores_gemma":[0.9996742,0.00007008696,0.00003196342,0.00007428678,0.0001324658,0.00001701529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002076642,0.0002954068,0.1145404,0.00007162651,0.0001737974,0.0002312719,0.0001786255,0.7164326,0.05525648,0.001142597,0.0009925307,0.1104769],"study_design_scores_gemma":[0.00006053959,0.0001647067,0.07057107,0.000009099426,0.00004653859,0.00003093933,0.00007447336,0.9085472,0.01809656,0.0002745684,0.002094573,0.00002980757],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894655,0.00006078318,0.008687994,0.00007223248,0.00001779823,0.00002251892,0.000315861,0.0002705552,0.001086819],"genre_scores_gemma":[0.9830993,0.00005190419,0.01619233,0.00001874391,0.000005975723,0.00001670139,0.0004216444,0.00002369544,0.000169658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03440879,"threshold_uncertainty_score":0.06841701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295126625","doi":"10.1016/j.ejrh.2022.101205","title":"Assessment of groundwater discharge pathways in a till-dominated coastal aquifer","year":2022,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Klohn Crippen Berger (Canada); Government of Nova Scotia; BGC Engineering (Canada); Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Baseflow; Submarine groundwater discharge; Groundwater; Groundwater discharge; Aquifer; Hydrology (agriculture); Hydrogeology; Geology; Groundwater flow; Environmental science; Streamflow; Drainage basin; Geography","authors":[{"name":"Raymond D. Craddock","is_ca":true},{"name":"Gavin Kennedy","is_ca":true},{"name":"Rob Jamieson","is_ca":true},{"name":"Jonathan Keizer","is_ca":true},{"name":"Aaron A. Mohammed","is_ca":true},{"name":"Barret L. Kurylyk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02944109488935781,"gpt":0.261460137036845,"spread":0.2320190421474871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008522394,0.0001763319,0.0001251927,0.0004858032,0.0004972692,0.0004703433,0.0002308824,0.0002017497,0.0002441927],"category_scores_gemma":[0.0002763409,0.0001211171,0.0001232584,0.0005240713,0.0002986595,0.0001334587,0.0002528589,0.0001148406,0.00004184752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002729143,"about_ca_system_score_gemma":0.002208402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7462912,"about_ca_topic_score_gemma":0.8814257,"domain_scores_codex":[0.9999439,0.000004803255,0.00000309759,0.00001503901,0.0000187538,0.00001449693],"domain_scores_gemma":[0.9998895,0.00002151249,0.00001769662,0.000005111308,0.00003893096,0.00002728287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001490562,0.00009771358,0.9399759,0.00003635525,0.00003529322,0.0005415205,0.0005572245,0.01703877,0.02623907,0.0001581355,0.000191777,0.01497927],"study_design_scores_gemma":[0.00001296023,0.00009102265,0.9678969,0.000007897343,0.00001287022,0.00006474595,0.0006835396,0.02904769,0.001847913,0.00004096394,0.0002800093,0.00001343847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994997,0.000009055039,0.00009577331,0.000005654434,3.038308e-7,0.0000084284,0.0001514608,0.000005314474,0.0002242798],"genre_scores_gemma":[0.9992499,0.0000227359,0.0003176215,0.000004073695,2.861023e-7,0.00000471481,0.0001855256,0.00000127202,0.0002139849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7462912,"threshold_uncertainty_score":0.5104059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185009911","doi":"10.1016/j.ejrh.2021.100868","title":"Interdecadal variability of streamflow in the Hudson Bay Lowlands watersheds driven by atmospheric circulation","year":2021,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Ouranos; Université du Québec à Montréal; Geological Survey of Canada; Natural Resources Canada; McMaster University","funders":"Natural Resources Canada","keywords":"Streamflow; Climatology; Bay; Atmospheric circulation; Precipitation; Environmental science; North Atlantic oscillation; Pacific decadal oscillation; Teleconnection; Climate change; Oceanography; Geology; Sea surface temperature; Geography; Drainage basin; El Niño Southern Oscillation; Meteorology","authors":[{"name":"Olivier Champagne","is_ca":true},{"name":"M. Altaf Arain","is_ca":true},{"name":"Shusen Wang","is_ca":true},{"name":"Martin Leduc","is_ca":true},{"name":"H A J Russell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03835084632319164,"gpt":0.2692002904265082,"spread":0.2308494441033165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002985599,0.0001498996,0.0001559853,0.0005674065,0.0004505008,0.000753505,0.0003536681,0.0001360266,0.0009735664],"category_scores_gemma":[0.0008416437,0.0001247096,0.0001762095,0.001141953,0.0003396227,0.0002195404,0.0003754788,0.0002119852,0.00009041652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007346904,"about_ca_system_score_gemma":0.004945817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9374859,"about_ca_topic_score_gemma":0.9658503,"domain_scores_codex":[0.9998291,0.0000192186,0.000011963,0.00004825174,0.00003964567,0.00005185807],"domain_scores_gemma":[0.9994895,0.00006059446,0.0001043613,0.00002518218,0.0001847756,0.0001355184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005173375,0.00002270677,0.9924101,0.00001442294,0.00005132397,0.000111273,0.0004992571,0.0009997028,0.0008289566,0.0001307353,0.001009514,0.00387034],"study_design_scores_gemma":[0.000003645312,0.000003891662,0.9977837,0.000005131764,0.000008899891,0.000007278789,0.0002726339,0.001383995,0.00006306399,0.00001234031,0.000452483,0.000002893922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982052,0.0000698092,0.00005735955,0.00006617064,0.000006568178,0.000005326072,0.001044559,0.00001125336,0.0005337712],"genre_scores_gemma":[0.9985949,0.00005424757,0.00008739252,0.00001438286,0.000003010033,0.00000568716,0.0007300551,0.000002659424,0.0005076394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06251407,"threshold_uncertainty_score":0.1257644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411541036","doi":"10.1016/j.ejrh.2025.102552","title":"Multi-model ensemble machine learning-based downscaling and projection of GRACE data reveals groundwater decline in Saudi Arabia throughout the 21st century","year":2025,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"National Science Foundation","keywords":"Downscaling; Projection (relational algebra); Groundwater; Climatology; Computer science; Artificial intelligence; Geography; Machine learning; Meteorology; Geology; Algorithm","authors":[{"name":"Arfan Arshad","is_ca":false},{"name":"Muhammad Shafeeque","is_ca":false},{"name":"Ali Mirchi","is_ca":false},{"name":"Zaichen Xiang","is_ca":false},{"name":"Amir AghaKouchak","is_ca":true},{"name":"Jessica Besnier","is_ca":false},{"name":"Md. Masudur Rahman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07852758945866826,"gpt":0.3189573243324841,"spread":0.2404297348738158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004568162,0.0004488518,0.0002877561,0.0006222074,0.0002105016,0.0005258442,0.000406745,0.0003185339,0.0007629218],"category_scores_gemma":[0.0007999471,0.0001357218,0.0007367058,0.0006715831,0.0001225667,0.0004849064,0.0003976674,0.0004499931,0.0002528331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004273258,"about_ca_system_score_gemma":0.0005756146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05929423,"about_ca_topic_score_gemma":0.04848997,"domain_scores_codex":[0.999887,0.0000208749,0.00001015038,0.00003290586,0.00002339721,0.00002576871],"domain_scores_gemma":[0.9997408,0.00002908174,0.00004036621,0.00004812979,0.0001213738,0.00002032852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003847125,0.0001654461,0.376534,0.0001361873,0.0005932824,0.0004699605,0.0004253304,0.4582991,0.01431434,0.001105858,0.008590536,0.1389812],"study_design_scores_gemma":[0.00002152586,0.00004127298,0.1836886,0.00002420681,0.0001056513,0.00008107434,0.0002829318,0.8083388,0.004014532,0.0004193351,0.002942494,0.00003967201],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914039,0.0002606201,0.005030544,0.0002575732,0.00003522198,0.0000104786,0.001763948,0.0002532725,0.0009844032],"genre_scores_gemma":[0.9949338,0.00009619511,0.002367643,0.00002393508,0.0000152248,0.000008056974,0.002178275,0.00001719059,0.0003596718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05929423,"threshold_uncertainty_score":0.1178982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226073192","doi":"10.1016/j.ejrh.2022.101078","title":"A temporal snapshot of ecosystem functionality during the initial stages of reclamation of an upland-fen complex","year":2022,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental science; Ecosystem; Eddy covariance; Peat; Watershed; Carbon sink; Land reclamation; Hydrology (agriculture); Wetland; Ecology; Geology; Biology","authors":[{"name":"Nataša Popović","is_ca":true},{"name":"Richard M. Petrone","is_ca":true},{"name":"Adam Green","is_ca":true},{"name":"Myroslava Khomik","is_ca":true},{"name":"Jonathan S. Price","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06165044974575851,"gpt":0.3008973722035702,"spread":0.2392469224578117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001146694,0.0001522059,0.00009378193,0.0007212689,0.0004677191,0.0003585076,0.000259116,0.00015926,0.001188908],"category_scores_gemma":[0.0001816426,0.00006189106,0.00009660104,0.0009210703,0.0002072328,0.0001499496,0.0002810187,0.0001499362,0.0001229392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001812791,"about_ca_system_score_gemma":0.001083864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5421866,"about_ca_topic_score_gemma":0.837791,"domain_scores_codex":[0.9999363,0.000004351929,0.000002302103,0.00001327241,0.00002278433,0.00002094861],"domain_scores_gemma":[0.999841,0.000008018297,0.00002605876,0.000006351596,0.00007411862,0.0000443568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002475461,0.0001190586,0.9361946,0.00009867421,0.00007542517,0.0005235495,0.001711846,0.003452955,0.01821148,0.0006214865,0.003951818,0.03479142],"study_design_scores_gemma":[0.000001046421,0.000009873506,0.9973308,0.000007224363,0.000005043173,0.00002475963,0.0005396307,0.0008824537,0.0002654085,0.00002261683,0.0009073393,0.000003738119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958621,0.0000706085,0.0001803268,0.00002377356,0.000002306714,0.000008477,0.002374216,0.00002083625,0.001457329],"genre_scores_gemma":[0.9968215,0.0000574476,0.0003799071,0.000007673711,0.000001271511,0.000009967714,0.00173153,0.000002723527,0.0009879671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5421866,"threshold_uncertainty_score":0.9210191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399264185","doi":"10.1016/j.ejrh.2024.101818","title":"Connecting past, present, and future trends of hydraulic and phosphorus loading in the Bay of Quinte tributaries, Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Hydrology Regional Studies","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; The Scarborough Hospital","funders":"Department of the Environment, Australian Government; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Tributary; Bay; Phosphorus; Environmental science; Oceanography; Hydrology (agriculture); Geography; Geology; Geotechnical engineering; Chemistry; Cartography","authors":[{"name":"Aisha Javed","is_ca":true},{"name":"Casey Loudoun","is_ca":true},{"name":"Alex Neumann","is_ca":true},{"name":"Carlos Alberto Arnillas","is_ca":true},{"name":"Akunne Okoli","is_ca":true},{"name":"George B. Arhonditsis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0153321089145081,"gpt":0.2418122117666419,"spread":0.2264801028521338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003969778,0.0002419708,0.0001940647,0.0009272692,0.00152449,0.001399389,0.001019065,0.000342407,0.00174352],"category_scores_gemma":[0.001602894,0.0002094583,0.0003484679,0.001879953,0.0005978263,0.0004464166,0.0008081337,0.0003659729,0.0001438382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02765118,"about_ca_system_score_gemma":0.02554801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965644,"about_ca_topic_score_gemma":0.9985675,"domain_scores_codex":[0.999678,0.00003016263,0.00002122915,0.00007739733,0.00009631481,0.00009690392],"domain_scores_gemma":[0.9984359,0.0001068119,0.000207022,0.00004123948,0.0009511271,0.0002578763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003064502,0.00002323903,0.983051,0.00006256176,0.00005294267,0.0001492752,0.001727513,0.003113,0.0004617687,0.000430446,0.003708854,0.007188653],"study_design_scores_gemma":[0.000005248087,0.00001010235,0.9877695,0.0000388099,0.00002418445,0.00003293546,0.002360249,0.005317296,0.00007660507,0.00007832887,0.004268378,0.00001831265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866284,0.0009555814,0.0003864006,0.001306579,0.00002256788,0.00004257684,0.00618155,0.00004245548,0.004433747],"genre_scores_gemma":[0.9961141,0.0004455176,0.0002945716,0.00006042284,0.000003838712,0.00001699453,0.001204339,0.000007259821,0.001852972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02765118,"threshold_uncertainty_score":0.2006243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406409856","doi":"10.1016/j.ejrh.2025.102189","title":"Status of seawater intrusion in Mexico: A review","year":2025,"lang":"en","type":"review","venue":"Journal of Hydrology Regional Studies","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"China Scholarship Council; Consejo Nacional de Ciencia y Tecnología; China Sponsorship Council","keywords":"Seawater intrusion; Seawater; Intrusion; Geography; Oceanography; Geology; Groundwater; Geochemistry","authors":[{"name":"Xiaoxiao Zha","is_ca":false},{"name":"Jesús Horacio Hernández Anguiano","is_ca":false},{"name":"Francisco Padilla Benítez","is_ca":false},{"name":"Arturo Cruz-Falcón","is_ca":false},{"name":"Raúl Miranda‐Avilés","is_ca":false},{"name":"Manuel E. Mendoza","is_ca":true},{"name":"Jorge Adrián Perera-Burgos","is_ca":false},{"name":"Xu Liao","is_ca":false},{"name":"Juan Manuel Navarro-Céspedes","is_ca":false},{"name":"Miguel Angel Acosta-Reyes","is_ca":false},{"name":"Yanmei Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1160028481332385,"gpt":0.3970468575701468,"spread":0.2810440094369083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007738596,0.000680163,0.001242803,0.004735872,0.0004791558,0.001801712,0.0008256615,0.0008861329,0.003998111],"category_scores_gemma":[0.00173808,0.0003570093,0.0009801904,0.00569565,0.0004578919,0.001750151,0.0008104078,0.0007987821,0.0003303155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108873,"about_ca_system_score_gemma":0.004292549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008538136,"about_ca_topic_score_gemma":0.01049737,"domain_scores_codex":[0.9996408,0.00006049253,0.0001070075,0.0000722026,0.00008750333,0.00003196186],"domain_scores_gemma":[0.9990771,0.0004599981,0.0002488634,0.00001641382,0.0001566305,0.000040951],"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":[0.0001284928,0.00005867567,0.003528378,0.1502628,0.0004513299,0.0008470446,0.0008430916,0.0003847545,0.001118339,0.003107155,0.03283019,0.8064398],"study_design_scores_gemma":[0.00001225076,0.0001299765,0.009716815,0.04246871,0.00117562,0.001958508,0.0007610093,0.0001098345,0.0004130298,0.0007555276,0.9424636,0.00003514535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004668551,0.9982493,0.0000469801,0.0003639373,0.00009475563,0.000005097757,0.0001053915,0.000005497217,0.0006622584],"genre_scores_gemma":[0.001933339,0.9974697,0.0001413737,0.00013411,0.0001003063,0.000006008796,0.00009459102,0.000001211394,0.0001193117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008538136,"threshold_uncertainty_score":0.01697683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}