{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":81,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":81,"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":"f650933fec12","filters":{"topic":"Water Resources and Management"}},"results":[{"id":"W2290006278","doi":"10.1016/j.jglr.2016.02.011","title":"Rapid ecological change in the coastal zone of Lake Baikal (East Siberia): Is the site of the world's greatest freshwater biodiversity in danger?","year":2016,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Water Resources and Management","field":"Environmental Science","cited_by":213,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Russian Academy of Sciences; Koninklijk Nederlands Instituut voor Onderzoek der Zee; Russian Foundation for Basic Research","keywords":"Benthic zone; Littoral zone; Lake ecosystem; Pelagic zone; Eutrophication; Ecology; Macrophyte; Environmental science; Benthos; Oceanography; Ecosystem; Geology; Biology; Nutrient","authors":[{"name":"О. А. Тимошкин","is_ca":false},{"name":"Д. П. Самсонов","is_ca":false},{"name":"Masumi Yamamuro","is_ca":false},{"name":"Marianne V. Moore","is_ca":false},{"name":"О. И. Белых","is_ca":false},{"name":"V. V. Malnik","is_ca":false},{"name":"M. V. Sakirko","is_ca":false},{"name":"Alena A. Shirokaya","is_ca":false},{"name":"N. A. Bondarenko","is_ca":false},{"name":"V. M. Domysheva","is_ca":false},{"name":"Г. А. Федорова","is_ca":false},{"name":"А. И. Кочетков","is_ca":false},{"name":"Anton V. Kuzmin","is_ca":false},{"name":"A. G. Lukhnev","is_ca":false},{"name":"O.V. Medvezhonkova","is_ca":false},{"name":"А. В. Непокрытых","is_ca":false},{"name":"E. M. Pasynkova","is_ca":false},{"name":"A.E. Poberezhnaya","is_ca":false},{"name":"N. V. Potapskaya","is_ca":false},{"name":"Н. А. Рожкова","is_ca":false},{"name":"Н. Г. Шевелева","is_ca":false},{"name":"И. В. Тихонова","is_ca":false},{"name":"E.M. Timoshkina","is_ca":false},{"name":"И. В. Томберг","is_ca":false},{"name":"E.A. Volkova","is_ca":false},{"name":"E.P. Zaitseva","is_ca":false},{"name":"Yu.M. Zvereva","is_ca":false},{"name":"А. B. Kupchinsky","is_ca":false},{"name":"N. A. Bukshuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06729560856822131,"gpt":0.2803382875709438,"spread":0.2130426790027224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004523995,0.0001803894,0.0002173226,0.0008040591,0.001006419,0.0007737849,0.0003924937,0.0004994693,0.0017846],"category_scores_gemma":[0.0007477137,0.0001333877,0.0002459921,0.0009907519,0.0006977524,0.0007512394,0.001094297,0.0003554815,0.0001265383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717775,"about_ca_system_score_gemma":0.001496108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1689541,"about_ca_topic_score_gemma":0.2683941,"domain_scores_codex":[0.9998921,0.0000245589,0.00001281655,0.00001409086,0.00001748873,0.0000387903],"domain_scores_gemma":[0.9997272,0.00002558058,0.00008647297,0.00001134627,0.0000545936,0.00009482056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001396763,0.00004620638,0.9878792,0.0000565622,0.0001163097,0.0008444972,0.001183668,0.0004022751,0.002731877,0.0001675564,0.0003741402,0.006057948],"study_design_scores_gemma":[0.000002259457,0.000009346953,0.9980026,0.000005909149,0.00001166627,0.00005824245,0.001443878,0.0002592366,0.00004348153,0.00004134611,0.0001190524,0.000002951748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992214,0.0001388887,0.00001848329,0.0001852907,0.000006046298,0.000001753924,0.00007894456,0.00000185288,0.0003471991],"genre_scores_gemma":[0.9996533,0.00009831493,0.00003545939,0.00003029204,0.000004012157,0.000001471919,0.00007368155,5.613099e-7,0.0001028428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1689541,"threshold_uncertainty_score":0.3359413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163312123","doi":"10.1016/j.jglr.2014.02.019","title":"Nearshore benthic blooms of filamentous green algae in Lake Baikal","year":2014,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Water Resources and Management","field":"Environmental Science","cited_by":158,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Spirogyra; Eutrophication; Algae; Biology; Diatom; Botany; Fragilaria; Benthic zone; Ecology; Green algae; Phytoplankton; Oceanography; Nutrient; Geology","authors":[{"name":"Л. С. Кравцова","is_ca":false},{"name":"Л. А. Ижболдина","is_ca":false},{"name":"И. В. Ханаев","is_ca":false},{"name":"G. V. Pomazkina","is_ca":false},{"name":"Elena Rodionova","is_ca":false},{"name":"V. M. Domysheva","is_ca":false},{"name":"M. V. Sakirko","is_ca":false},{"name":"И. В. Томберг","is_ca":false},{"name":"T. Ya. Kostornova","is_ca":false},{"name":"Olga Kravchenko","is_ca":false},{"name":"Aleksander B. Kupchinsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03426543682720268,"gpt":0.2967560326346552,"spread":0.2624905958074525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001514144,0.0001734515,0.000343271,0.0007325662,0.001643046,0.0005674287,0.0002954826,0.0003641236,0.001387213],"category_scores_gemma":[0.0004626591,0.0003358673,0.0001752396,0.0006393492,0.000416435,0.0005682817,0.001004908,0.0003374984,0.0002361167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001900571,"about_ca_system_score_gemma":0.001213528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1350336,"about_ca_topic_score_gemma":0.379115,"domain_scores_codex":[0.9998949,0.00001169599,0.00001315147,0.00002685857,0.00002553509,0.00002792645],"domain_scores_gemma":[0.9997175,0.00002564242,0.00007112223,0.000008354317,0.00007642282,0.0001008512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006820221,0.00007819022,0.9473976,0.00007674906,0.00006699231,0.0007186647,0.002664304,0.000193385,0.04344934,0.00006567789,0.0002927684,0.004314238],"study_design_scores_gemma":[0.000003534776,0.00003239877,0.9989484,0.000002192635,0.000007509236,0.00004653811,0.000643186,0.00005434632,0.0001665232,0.000007342683,0.00008503527,0.000003066712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993477,0.0000384611,0.00001371955,0.00001736066,0.000001859418,0.000002098758,0.0001174541,0.000002568842,0.0004586274],"genre_scores_gemma":[0.9992833,0.00003606573,0.00006431246,0.00001555811,0.000001597335,0.000004475115,0.0001225396,0.000001465535,0.0004707914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1350336,"threshold_uncertainty_score":0.2684953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2727987495","doi":"10.5751/es-09429-220244","title":"Top 40 questions in coupled human and natural systems (CHANS) research","year":2017,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Water Resources and Management","field":"Environmental Science","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"College of Engineering, Michigan State University; Michigan State University; National Science Foundation","keywords":"Natural (archaeology); Natural science; Human systems engineering; Ecology; Geography; Environmental ethics; Sociology; Philosophy; Epistemology; Biology; Social science; Archaeology","authors":[{"name":"Daniel Kramer","is_ca":false},{"name":"Joel Hartter","is_ca":false},{"name":"Angela E. Boag","is_ca":false},{"name":"Meha Jain","is_ca":false},{"name":"Kara Stevens","is_ca":false},{"name":"Kimberly A. Nicholas","is_ca":false},{"name":"William J. McConnell","is_ca":false},{"name":"Jianguo Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02601259281960053,"gpt":0.3120938604858972,"spread":0.2860812676662966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04671596,0.002143344,0.004734531,0.006724515,0.004568097,0.01306506,0.003644608,0.006716245,0.01333616],"category_scores_gemma":[0.05821386,0.00181406,0.002587041,0.00863785,0.01294737,0.02567102,0.008918259,0.009181019,0.00173949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002992,"about_ca_system_score_gemma":0.006289637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005520368,"about_ca_topic_score_gemma":0.006603045,"domain_scores_codex":[0.9863207,0.006254004,0.001024809,0.001896762,0.003478432,0.001025318],"domain_scores_gemma":[0.8934518,0.0881729,0.003089035,0.003340333,0.006634578,0.005311391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004929647,0.0003109747,0.00997059,0.007408443,0.0009169859,0.0006081713,0.002698555,0.005535684,0.0008580404,0.2621917,0.1829289,0.5260789],"study_design_scores_gemma":[0.00002912734,0.00008438877,0.004254296,0.002369252,0.0001332185,0.0002081335,0.001819075,0.002629048,0.0001692699,0.8513051,0.136916,0.00008296959],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01011274,0.7722287,0.01981403,0.1644465,0.01035596,0.00009348324,0.001222991,0.0005226218,0.02120301],"genre_scores_gemma":[0.2988555,0.5375212,0.04370389,0.04200966,0.06633106,0.0007566523,0.002135078,0.0005067529,0.008180285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04671596,"threshold_uncertainty_score":0.2470605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3101214065","doi":"10.5751/es-11887-250422","title":"Socio-hydrology: an interplay of design and self-organization in a multilevel world","year":2020,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Water Resources and Management","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Purdue University; National Science Foundation","keywords":"Multilevel model; Hydrology (agriculture); Geography; Ecology; Mathematics; Geology; Statistics; Biology","authors":[{"name":"David J. Yu","is_ca":false},{"name":"Heejun Chang","is_ca":false},{"name":"Taylor Davis","is_ca":false},{"name":"Vicken Hillis","is_ca":false},{"name":"Landon Marston","is_ca":false},{"name":"Woi Sok Oh","is_ca":false},{"name":"Murugesu Sivapalan","is_ca":false},{"name":"Timothy M. Waring","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009336522431384267,"gpt":0.2124306237396609,"spread":0.2030941013082767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003228472,0.0002373722,0.0003250052,0.001136004,0.001552179,0.005678668,0.0005881739,0.0009463956,0.002999],"category_scores_gemma":[0.005513571,0.0003738858,0.0004065254,0.0007688591,0.008747732,0.005887903,0.00405757,0.001090135,0.0003609452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00223585,"about_ca_system_score_gemma":0.002228595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002845555,"about_ca_topic_score_gemma":0.006023824,"domain_scores_codex":[0.9981933,0.001088803,0.00006601682,0.0002027099,0.0002994432,0.0001497507],"domain_scores_gemma":[0.9943771,0.002623165,0.0006821759,0.0008165048,0.0005404336,0.0009606265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009191169,0.0002174078,0.07858889,0.0004598227,0.0002730847,0.0005255642,0.01798294,0.01569337,0.00622847,0.7279417,0.009981478,0.1420154],"study_design_scores_gemma":[0.00003988965,0.0001951092,0.06486257,0.0002352981,0.00009704705,0.0002937795,0.009472486,0.0172949,0.001159398,0.8144159,0.09183087,0.0001027592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.576509,0.006957023,0.2427596,0.05859826,0.0003535791,0.0002138725,0.000428994,0.000682132,0.1134976],"genre_scores_gemma":[0.9791134,0.0008499356,0.01732479,0.0005260575,0.00005494527,0.00007407698,0.00005528272,0.00007510315,0.001926375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005678668,"threshold_uncertainty_score":0.01707399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093007947","doi":"10.1073/pnas.2013181117","title":"Changing nutrient cycling in Lake Baikal, the world’s oldest lake","year":2020,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Water Resources and Management","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"Natural Environment Research Council; Irkutsk State University; University College London; Siberian Branch, Russian Academy of Sciences; Research Councils UK; Sight Research UK","keywords":"Ecosystem; Biodiversity; Endemism; Climate change; Geography; Nutrient; Nutrient cycle; Ecology; Oceanography; Environmental science; Physical geography; Geology; Biology","authors":[{"name":"George E. A. Swann","is_ca":false},{"name":"Virginia N. Panizzo","is_ca":false},{"name":"Sebastiano Piccolroaz","is_ca":false},{"name":"Vanessa Pashley","is_ca":false},{"name":"Matthew Horstwood","is_ca":false},{"name":"Sarah Roberts","is_ca":true},{"name":"E. G. Vologina","is_ca":false},{"name":"Natalia Piotrowska","is_ca":false},{"name":"Michael Sturm","is_ca":false},{"name":"A. A. Zhdanov","is_ca":false},{"name":"Nikolay Granin","is_ca":false},{"name":"Charlotte Norman","is_ca":false},{"name":"Suzanne McGowan","is_ca":false},{"name":"Anson W. Mackay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03574438588864886,"gpt":0.2621843066197675,"spread":0.2264399207311187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001775676,0.0001468891,0.0001794145,0.0006650834,0.0008905122,0.0006657423,0.0002670155,0.0003024978,0.0005810194],"category_scores_gemma":[0.0003740125,0.0001118069,0.0001041702,0.0008343434,0.0004469672,0.0007401279,0.0008020927,0.0002925726,0.00009292228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002319021,"about_ca_system_score_gemma":0.001347097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1800488,"about_ca_topic_score_gemma":0.3587273,"domain_scores_codex":[0.9999129,0.00001023052,0.000008462617,0.00002650045,0.00001936981,0.00002261701],"domain_scores_gemma":[0.9998612,0.000008366793,0.00005495113,0.00000571188,0.00003594649,0.00003367274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001437989,0.00006039801,0.9731785,0.00007509002,0.0001111187,0.0003439398,0.00167852,0.0003616143,0.01264528,0.0002122987,0.0006711899,0.0105181],"study_design_scores_gemma":[0.000004401186,0.0000175753,0.9982571,0.000007248403,0.00001463765,0.00007959754,0.0003582914,0.0003149465,0.0002897723,0.00005543439,0.0005935058,0.000007560832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985418,0.000344801,0.00004159862,0.0001252083,0.000003514669,0.000002200497,0.0002917202,0.000005425796,0.00064358],"genre_scores_gemma":[0.9992266,0.000202562,0.0001294995,0.00004600421,0.000003806141,0.00000338148,0.0001965475,0.000001892432,0.000189722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1800488,"threshold_uncertainty_score":0.3580016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2905374384","doi":"10.1371/journal.pone.0208765","title":"Diatom evidence of 20th century ecosystem change in Lake Baikal, Siberia","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Water Resources and Management","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Diatom; Ecosystem; Lake ecosystem; Ecology; Geography; Oceanography; Physical geography; Biology; Geology","authors":[{"name":"Sarah Roberts","is_ca":true},{"name":"George E. A. Swann","is_ca":false},{"name":"Suzanne McGowan","is_ca":false},{"name":"Virginia N. Panizzo","is_ca":false},{"name":"E. G. Vologina","is_ca":false},{"name":"Michael Sturm","is_ca":false},{"name":"Anson W. Mackay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06115417939340349,"gpt":0.2297469745143446,"spread":0.1685927951209412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003949023,0.0001999048,0.0002341267,0.001361757,0.0008384171,0.0005403674,0.000280199,0.0003354504,0.001539972],"category_scores_gemma":[0.0007773205,0.0001715661,0.0001811896,0.001297034,0.0005386534,0.0006456735,0.0009972806,0.0002848461,0.0001956497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002580931,"about_ca_system_score_gemma":0.001084763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1324536,"about_ca_topic_score_gemma":0.2778946,"domain_scores_codex":[0.9998584,0.0000168897,0.00002187636,0.00003589387,0.00002741684,0.00003946526],"domain_scores_gemma":[0.9995174,0.00002511189,0.0002036945,0.00003107584,0.000099444,0.0001231025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008254377,0.00002068242,0.9882459,0.00004227446,0.00007021947,0.0001737988,0.0008112781,0.00009400975,0.005904522,0.00007516356,0.0002403908,0.004239146],"study_design_scores_gemma":[9.458082e-7,0.00000474079,0.9996246,0.000001989009,0.000004444794,0.00002138096,0.00009880924,0.0000455496,0.00005832609,0.000009568763,0.0001281975,0.000001354133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981585,0.000372888,0.00002648791,0.0001116503,0.000004532953,0.000001963735,0.0003649966,0.000005275717,0.0009537187],"genre_scores_gemma":[0.9992239,0.0001572016,0.00004153195,0.00004106899,0.000004414786,0.00000352328,0.0003520681,0.000001754562,0.0001744659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1324536,"threshold_uncertainty_score":0.2633653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996308581","doi":"10.1016/j.envpol.2019.113814","title":"Mercury loading within the Selenga River basin and Lake Baikal, Siberia","year":2019,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Water Resources and Management","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Environment and Climate Change Canada","funders":"Natural Environment Research Council; Russian Foundation for Basic Research; Russian Science Foundation; Quaternary Research Association; Royal Geographical Society; Siberian Branch, Russian Academy of Sciences; Sight Research UK","keywords":"Structural basin; Mercury (programming language); Geology; Drainage basin; Sediment; Hydrology (agriculture); Delta; Methylmercury; Paleolimnology; Oceanography; Environmental science; Physical geography; Holocene; Geomorphology; Environmental chemistry; Geography","authors":[{"name":"Sarah Roberts","is_ca":true},{"name":"Jennifer Adams","is_ca":true},{"name":"Anson W. Mackay","is_ca":false},{"name":"George E. A. Swann","is_ca":false},{"name":"Suzanne McGowan","is_ca":false},{"name":"Neil L. Rose","is_ca":false},{"name":"Virginia N. Panizzo","is_ca":false},{"name":"Handong Yang","is_ca":false},{"name":"E. G. Vologina","is_ca":false},{"name":"Michael Sturm","is_ca":false},{"name":"А. А. Shchetnikov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004115482871860972,"gpt":0.165650095156006,"spread":0.161534612284145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003808115,0.0004497538,0.0006947035,0.001538522,0.001663912,0.001267467,0.0005200375,0.0005302237,0.00108105],"category_scores_gemma":[0.0003891826,0.0003230981,0.0006236887,0.001480104,0.0008053385,0.0006431962,0.001598627,0.000264088,0.0001872949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002292328,"about_ca_system_score_gemma":0.002342438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1970879,"about_ca_topic_score_gemma":0.2124142,"domain_scores_codex":[0.9998066,0.00003615516,0.00002179395,0.0000519046,0.00002541048,0.00005821689],"domain_scores_gemma":[0.9998344,0.00002302649,0.00003237274,0.00001344887,0.00005059033,0.00004608578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000650471,0.0001125579,0.9728472,0.00007983257,0.0005908456,0.001272088,0.002175336,0.001715699,0.01145262,0.0002828465,0.0002107796,0.008609926],"study_design_scores_gemma":[0.00001148875,0.00002165176,0.9981301,0.000005602406,0.00004320265,0.00006760773,0.0007809619,0.0006168601,0.0001822801,0.0000320531,0.0001030807,0.00000518262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994496,0.00007183565,0.00002324956,0.00001960255,0.000001483422,0.000001893892,0.00008202435,0.000003238713,0.0003470525],"genre_scores_gemma":[0.9995418,0.00004083114,0.0000405285,0.000008773718,0.000001493322,0.000004037949,0.0001477032,0.0000016707,0.000213193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1970879,"threshold_uncertainty_score":0.3918815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2906759332","doi":"10.1038/s41586-018-0831-6","title":"Author Correction: Emerging trends in global freshwater availability","year":2019,"lang":"en","type":"erratum","venue":"Nature","topic":"Water Resources and Management","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Global Institute for Water Security","funders":"","keywords":"Range (aeronautics); Latitude; Citation; Low latitude; Sentence; Geography; Computer science; Remote sensing; Mathematics; Geodesy; Artificial intelligence; Library science; Engineering","authors":[{"name":"Matthew Rodell","is_ca":false},{"name":"J. S. Famiglietti","is_ca":true},{"name":"D. N. Wiese","is_ca":false},{"name":"J. T. Reager","is_ca":false},{"name":"H. K. Beaudoing","is_ca":false},{"name":"Felix W. Landerer","is_ca":false},{"name":"Min‐Hui Lo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007050562975359748,"gpt":0.2497386599601207,"spread":0.2426880969847609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004187699,0.002144023,0.001908088,0.003899651,0.003988734,0.00546052,0.003466921,0.007227886,0.0587505],"category_scores_gemma":[0.05200129,0.001121602,0.001521611,0.002561471,0.002141322,0.002427052,0.002279211,0.01369042,0.04016762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00495067,"about_ca_system_score_gemma":0.008606568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04946147,"about_ca_topic_score_gemma":0.0727661,"domain_scores_codex":[0.9955803,0.0005221817,0.0006080553,0.0005871556,0.002309049,0.0003933298],"domain_scores_gemma":[0.9606652,0.007299828,0.001483464,0.001866765,0.02715407,0.001530607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000066156,0.000001736573,0.00002543406,0.00002834167,0.000002364128,0.00005307469,0.000007860506,0.00001472693,0.000009699267,0.0001982516,0.9982247,0.001427211],"study_design_scores_gemma":[0.00002580307,0.000007845281,0.0004763403,0.0002494878,0.0000220608,0.0001709729,0.00007511741,0.00016328,0.0001700912,0.001018729,0.9975976,0.00002265544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00005847911,0.0003876524,0.0002550232,0.0370941,0.9579035,0.00001145271,0.0007072188,0.0001479209,0.003434582],"genre_scores_gemma":[0.007756167,0.004871666,0.00320141,0.1325931,0.4357441,0.0002019409,0.002640775,0.001770933,0.41122],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0587505,"threshold_uncertainty_score":0.19654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2916472277","doi":"10.4236/nr.2019.102003","title":"The World’s Largest Lakes Water Level Changes in the Context of Global Warming","year":2019,"lang":"en","type":"article","venue":"Natural Resources","topic":"Water Resources and Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water balance; Water level; Environmental science; Climate change; Context (archaeology); Period (music); Physical geography; Climatology; Hydrology (agriculture); Geography; Oceanography; Geology","authors":[{"name":"Valery Vuglinsky","is_ca":false},{"name":"Maria R. Kuznetsova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01264056370702184,"gpt":0.2295142554979906,"spread":0.2168736917909688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001930478,0.0001405016,0.0001323797,0.0007950217,0.0002275188,0.0005438179,0.0001193955,0.0001878198,0.0007408006],"category_scores_gemma":[0.0003337697,0.00006473569,0.0001481475,0.001533606,0.0002056673,0.0004611905,0.0004329419,0.0001467528,0.0001023553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008945981,"about_ca_system_score_gemma":0.0004912063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02792467,"about_ca_topic_score_gemma":0.05438471,"domain_scores_codex":[0.9999124,0.0000113408,0.000007698753,0.00002381423,0.00002001851,0.00002473715],"domain_scores_gemma":[0.9998568,0.00001263036,0.00006777825,0.000006341401,0.00003750392,0.00001876766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001198816,0.00002063965,0.9397528,0.0002655118,0.0001990804,0.000396013,0.001066536,0.002206911,0.005406098,0.00190768,0.004278646,0.04438035],"study_design_scores_gemma":[0.00000139147,0.00001407854,0.9935582,0.00001312165,0.00002024624,0.0000687475,0.0004364752,0.0004800377,0.0002796744,0.0001715048,0.004951682,0.00000490123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871945,0.002730071,0.0004077215,0.0005444658,0.00003889984,0.000009739653,0.003595034,0.00002350922,0.005455981],"genre_scores_gemma":[0.9971213,0.0008356659,0.0002431125,0.0000389496,0.000017798,0.000005969054,0.001209307,0.000004709867,0.0005230905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02792467,"threshold_uncertainty_score":0.05552423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2770136518","doi":"10.1080/00207233.2017.1406727","title":"Climate factors as a possible trigger of modern ecological changes in shallow zone of Lake Baikal (Russia)","year":2017,"lang":"en","type":"article","venue":"International Journal of Environmental Studies","topic":"Water Resources 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":"Canadian Child Health Clinician Scientist Program","keywords":"Eutrophication; Environmental science; Precipitation; Aquatic ecosystem; Ecosystem; Climate change; Freshwater ecosystem; Shore; Limnology; Ecology; Global warming; Water level; Natural (archaeology); Lake ecosystem; Oceanography; Physical geography; Geography; Geology","authors":[{"name":"T. G. Potemkina","is_ca":false},{"name":"V. L. Potemkin","is_ca":false},{"name":"Oleg V. Kotsar","is_ca":false},{"name":"Andrey Fedotov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03109914247422235,"gpt":0.2868274010670437,"spread":0.2557282585928213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001422439,0.0001128042,0.0001570785,0.0003732578,0.0003699451,0.0005263376,0.0001098789,0.0001935218,0.00102648],"category_scores_gemma":[0.000279538,0.00006803853,0.0001683391,0.000410567,0.0002783063,0.0002885344,0.0004288236,0.0001860032,0.00005278082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005112664,"about_ca_system_score_gemma":0.0005038476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01294437,"about_ca_topic_score_gemma":0.01961311,"domain_scores_codex":[0.9999243,0.0000153028,0.000009041952,0.00001584402,0.00001319864,0.00002231417],"domain_scores_gemma":[0.9998786,0.000009953123,0.00005771399,0.000004376224,0.00002128925,0.00002804075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001072204,0.00003300333,0.9833179,0.00007465178,0.00005563704,0.0005699947,0.001048497,0.0003686246,0.008620344,0.0004192577,0.0003176393,0.005067221],"study_design_scores_gemma":[0.000001442825,0.00001480159,0.9987301,0.000004350806,0.00001145702,0.00005721932,0.0003937963,0.0001607943,0.0001376492,0.0000946422,0.0003900478,0.000003625619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987664,0.0002676413,0.00005128026,0.0001077671,0.000005679502,0.000002740355,0.0001074756,0.000004755917,0.0006863123],"genre_scores_gemma":[0.9997024,0.00008757768,0.00002956041,0.00001081855,0.000005742118,0.000001414041,0.00005889986,8.825361e-7,0.0001027395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01294437,"threshold_uncertainty_score":0.02573806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407587217","doi":"10.3390/w17040545","title":"Current State of Lake Kotokel (Eastern Cisbaikalia, Russia): Hydrochemical Characteristics, Water Quality, and Trophic Status","year":2025,"lang":"en","type":"article","venue":"Water","topic":"Water Resources and Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Trophic level; Current (fluid); Water quality; Environmental science; Trophic state index; State (computer science); Geography; Hydrology (agriculture); Environmental protection; Ecology; Oceanography; Eutrophication; Geology; Nutrient; Biology; Mathematics","authors":[{"name":"В. Г. Ширеторова","is_ca":false},{"name":"E. P. Nikitina","is_ca":false},{"name":"S. V. Bazarsadueva","is_ca":false},{"name":"В. В. Тараскин","is_ca":false},{"name":"Olga D. Budaeva","is_ca":false},{"name":"Nadezhda B. Nimbueva","is_ca":false},{"name":"Galina S. Shirapova","is_ca":false},{"name":"Е. Ц. Пинтаева","is_ca":false},{"name":"С. В. Жигжитжапова","is_ca":false},{"name":"Л. Д. Раднаева","is_ca":false},{"name":"Е. Ж. Гармаев","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01258007527988144,"gpt":0.2523058950609537,"spread":0.2397258197810723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001640116,0.0001966775,0.0001926444,0.0007741838,0.0004568791,0.0005050612,0.0002040064,0.0001964811,0.0006224476],"category_scores_gemma":[0.0002449378,0.0001528574,0.0001697142,0.0008279542,0.0003504545,0.000423154,0.0006941526,0.0001373266,0.0001253586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009372083,"about_ca_system_score_gemma":0.0007532049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04429331,"about_ca_topic_score_gemma":0.1405842,"domain_scores_codex":[0.9999182,0.000009841787,0.00001184459,0.00001930478,0.0000200405,0.00002080841],"domain_scores_gemma":[0.9998809,0.000009764088,0.0000416303,0.000005642878,0.00003988692,0.00002212257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008052234,0.00003527933,0.9779735,0.00006955978,0.00006778224,0.0003972686,0.001764267,0.0002368105,0.01315395,0.00009636031,0.0001368831,0.005987794],"study_design_scores_gemma":[0.000002334041,0.00002432247,0.9977648,0.000007325839,0.00001494669,0.0001373948,0.001156508,0.0003028158,0.000250827,0.00002148056,0.0003102172,0.000007010914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994199,0.00004544158,0.00004239686,0.00001406095,7.54608e-7,0.000004448637,0.0001386532,0.000002324188,0.0003320899],"genre_scores_gemma":[0.9995328,0.00003738872,0.00007497971,0.000006556011,6.888942e-7,0.000005305843,0.0001652114,9.208204e-7,0.0001760941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04429331,"threshold_uncertainty_score":0.08807099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014044386","doi":"10.5539/eer.v2n1p62","title":"Spatial Patterns and Temporal Trends in the Water Quality of the Tuul River in Mongolia","year":2012,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Water Resources and Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"University of Oxford","keywords":"Tributary; Environmental science; Water quality; Hydrology (agriculture); Inner mongolia; Current (fluid); European union; Wastewater; Water resource management; Physical geography; Geography; Geology; Environmental engineering; Ecology; Cartography; Oceanography","authors":[{"name":"Altansukh Ochir","is_ca":false},{"name":"P. G. Whitehead","is_ca":false},{"name":"John Bromley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04630680648900617,"gpt":0.287872719729198,"spread":0.2415659132401919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005334441,0.0001066278,0.0001511941,0.0008094265,0.0002182464,0.0004409872,0.0002133287,0.0002528739,0.0003462408],"category_scores_gemma":[0.0005678196,0.0001077149,0.0001865868,0.001138048,0.0001921619,0.0002315014,0.0003173463,0.000105401,0.00004818887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007895631,"about_ca_system_score_gemma":0.0005451953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07901205,"about_ca_topic_score_gemma":0.1170932,"domain_scores_codex":[0.9997817,0.00004679343,0.00002334638,0.00006613952,0.00002707739,0.00005500505],"domain_scores_gemma":[0.9993592,0.0001203479,0.0002569181,0.00005887323,0.000130676,0.00007398103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003202807,0.000009526413,0.9949537,0.00001770452,0.00004889089,0.00005385569,0.0003967167,0.0003012771,0.0006111857,0.00004263018,0.0001304493,0.003402001],"study_design_scores_gemma":[9.256291e-7,0.000008731342,0.9989579,0.000004238637,0.000008211307,0.00002817789,0.0003199796,0.0003739611,0.00005562185,0.000004852453,0.0002358667,0.000001512351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992747,0.0001135388,0.00004738013,0.00002386761,9.552318e-7,0.000001747252,0.0003802533,0.000003197675,0.0001543395],"genre_scores_gemma":[0.9991187,0.00005128803,0.00008657203,0.000005814852,0.000001181984,0.000004694227,0.0006172053,7.197266e-7,0.000113773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07901205,"threshold_uncertainty_score":0.1571043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3128547892","doi":"10.1134/s0097807821010115","title":"A Comparative Assessment of River Water Quality in Mountain Regions of Russia and Armenia","year":2021,"lang":"en","type":"article","venue":"Water Resources","topic":"Water Resources and Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Collation; Pollution; Hydrology (agriculture); Environmental science; Drainage basin; Structural basin; Hydrogeology; Quality (philosophy); Water resources; Water pollution; Water resource management; Ecology; Geography; Geology; Computer science","authors":[{"name":"Gayane Babayan","is_ca":false},{"name":"O. S. Reshetnyak","is_ca":false},{"name":"В. Е. Закруткин","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02493463764160515,"gpt":0.2894391010209424,"spread":0.2645044633793373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006707783,0.0002046224,0.000329025,0.00256575,0.0005126792,0.0009998445,0.0001872056,0.0001744312,0.0004217341],"category_scores_gemma":[0.0009699072,0.0001316241,0.0003877362,0.003039069,0.0003694445,0.0003700979,0.001065102,0.000114279,0.000044101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008524302,"about_ca_system_score_gemma":0.0006784241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02946375,"about_ca_topic_score_gemma":0.04623811,"domain_scores_codex":[0.9994072,0.0001619236,0.00005438534,0.0001229542,0.0001820119,0.00007155366],"domain_scores_gemma":[0.9995248,0.00009888582,0.0001445013,0.00004446511,0.0001477351,0.00003953157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002393956,0.00002682117,0.9039838,0.0002137393,0.000352977,0.0004813532,0.005197541,0.005085037,0.01076586,0.001008803,0.0002424459,0.07240217],"study_design_scores_gemma":[0.000001820577,0.00006149147,0.9957721,0.00001507339,0.00003344911,0.00007432759,0.001644066,0.0006989146,0.0005915295,0.0001020854,0.0009975422,0.000007568345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971567,0.0001760288,0.0007610093,0.00001164351,0.000001547046,0.00001014893,0.0002287947,0.00001178043,0.001642349],"genre_scores_gemma":[0.9984614,0.0001070843,0.0008231773,0.0000031758,0.000001751024,0.000008008577,0.0003503729,0.000002784581,0.0002422752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02946375,"threshold_uncertainty_score":0.05858445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W843466334","doi":"","title":"THE INFLUENCE OF SURFACE MINING ON RUNOFF TIMING AND FLOW PATHWAYS IN ELK VALLEY, BRITISH COLUMBIA","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Water Resources and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Surface runoff; Surface mining; Geography; Flow (mathematics); Environmental science; Hydrology (agriculture); Geology; Archaeology; Ecology; Geotechnical engineering; Biology; Mathematics; Coal mining","authors":[{"name":"Nadine J. Shatilla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007771033564796175,"gpt":0.1647887478624672,"spread":0.1570177142976711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001809551,0.0001965787,0.0002562103,0.0008151442,0.001514207,0.001647465,0.0006077732,0.0002949788,0.001753313],"category_scores_gemma":[0.0008180946,0.0002053859,0.0001523401,0.0017346,0.0007742277,0.0002830299,0.0007860984,0.0003927123,0.0002041496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01338883,"about_ca_system_score_gemma":0.009901373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742414,"about_ca_topic_score_gemma":0.9922855,"domain_scores_codex":[0.9996026,0.00003590818,0.00001778421,0.00009082546,0.0001025337,0.0001504843],"domain_scores_gemma":[0.9992318,0.0001081583,0.00008477393,0.00002624041,0.0003830039,0.0001659894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002021949,0.0001721641,0.9598877,0.00007207122,0.00007067353,0.00070374,0.002707161,0.001219099,0.007854379,0.0001616453,0.001503335,0.02544587],"study_design_scores_gemma":[0.000002872304,0.00001140644,0.996316,0.00001232933,0.000006625166,0.00003603417,0.002350219,0.0004480515,0.0001879353,0.00001407849,0.0006076543,0.000006808771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975713,0.00007015603,0.00004588737,0.0000617687,0.000001751732,0.00001713643,0.0004355535,0.000009677061,0.001786718],"genre_scores_gemma":[0.9976264,0.0001147532,0.0001272098,0.00005335184,8.286258e-7,0.0000183125,0.0003773388,0.000006670319,0.001675114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02575862,"threshold_uncertainty_score":0.09714317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2461625474","doi":"10.1134/s1875372816020104","title":"Forecasting the water inflow into the Krasnoyarsk and Sayano-Shushenskoe reservoirs in the second quarter of the year","year":2016,"lang":"en","type":"article","venue":"Geography and Natural Resources","topic":"Water Resources and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Inflow; Quarter (Canadian coin); Computer science; Environmental science; Meteorology; Hydrology (agriculture); Engineering; Geotechnical engineering; Geography","authors":[{"name":"Dmitry A. Burakov","is_ca":false},{"name":"I. N. Gordeev","is_ca":false},{"name":"А. V. Ignatov","is_ca":false},{"name":"O. E. Petkun","is_ca":false},{"name":"Lev A. Putintsev","is_ca":false},{"name":"A. A. Chekmarev","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005155984021787289,"gpt":0.1751963967918627,"spread":0.1700404127700754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004222174,0.0002663427,0.0003104403,0.0003754238,0.0002207347,0.0004543478,0.0002539805,0.0003902285,0.0003065299],"category_scores_gemma":[0.001072267,0.0002651555,0.0004449704,0.0003810192,0.0002416253,0.0004525216,0.0003421251,0.0003128881,0.00005368962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000851581,"about_ca_system_score_gemma":0.0009011836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02981354,"about_ca_topic_score_gemma":0.03709952,"domain_scores_codex":[0.9999057,0.00002276497,0.000007677279,0.00002460839,0.00001461559,0.00002463364],"domain_scores_gemma":[0.9997644,0.00007326411,0.0000566917,0.00002799637,0.00004764704,0.00002991474],"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":[0.00005898676,0.0000276774,0.04716904,0.00001676481,0.00002846872,0.00006955802,0.0000514656,0.9444964,0.001588787,0.0008019701,0.0001577258,0.005533113],"study_design_scores_gemma":[0.000006726143,0.00003716784,0.01614705,0.000003840065,0.00001169137,0.00000982143,0.00004952705,0.9820369,0.001210523,0.0003005115,0.0001778049,0.000008511906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939813,0.00002299854,0.005261413,0.00006530622,0.000005828928,0.000006293151,0.0002177783,0.00003604052,0.0004029541],"genre_scores_gemma":[0.9973151,0.00002939898,0.002250935,0.000002440386,0.000001743513,0.000007263558,0.0002118039,0.000002899772,0.0001783826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02981354,"threshold_uncertainty_score":0.05927998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232294506","doi":"10.31223/osf.io/8txgp","title":"Diatom evidence of 20th Century ecosystem change in Lake Baikal, Siberia","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Water Resources and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Diatom; Limnology; Lake ecosystem; Oceanography; Pelagic zone; Shelf ice; Eutrophication; Paleolimnology; Climate change; Geology; Environmental science; Ecosystem; Ecology; Physical geography; Geography; Nutrient; Biology","authors":[{"name":"Sarah C. M. Roberts","is_ca":true},{"name":"George E. A. Swann","is_ca":false},{"name":"Suzanne McGowan","is_ca":false},{"name":"Virginia N. Panizzo","is_ca":false},{"name":"E. G. Vologina","is_ca":false},{"name":"Michael Sturm","is_ca":false},{"name":"Anson W. Mackay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03783014606164813,"gpt":0.259287567062848,"spread":0.2214574210011999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004415761,0.0002553178,0.0002708394,0.001623085,0.0009742796,0.0006360454,0.0003585007,0.0003797573,0.001748784],"category_scores_gemma":[0.0006695684,0.0001939559,0.0002358624,0.001524079,0.0005780515,0.00074792,0.001097237,0.0003425004,0.0002465204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002907429,"about_ca_system_score_gemma":0.001186274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1348456,"about_ca_topic_score_gemma":0.290011,"domain_scores_codex":[0.9998525,0.00001534444,0.00002290671,0.00003727271,0.0000312834,0.00004065532],"domain_scores_gemma":[0.9995525,0.00002205663,0.0001887141,0.0000296221,0.0000925534,0.0001144778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007426982,0.00002499127,0.9885994,0.00004505018,0.00008731865,0.0002090834,0.001093647,0.00008493607,0.005437516,0.00007892428,0.0003017245,0.003963163],"study_design_scores_gemma":[0.000001020065,0.000005121083,0.9995325,0.000002783056,0.000005012434,0.00002495287,0.0001399021,0.00004862211,0.00005853039,0.000009457656,0.0001705068,0.000001660623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997906,0.0004203236,0.00002760541,0.0001260153,0.000006117748,0.000002301868,0.0003649359,0.00000571252,0.001141104],"genre_scores_gemma":[0.9991677,0.0001630204,0.00004102007,0.00004789146,0.000005542173,0.000003726243,0.0003824663,0.000002022175,0.0001866148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1348456,"threshold_uncertainty_score":0.2681215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2314347354","doi":"10.1061/40792(173)143","title":"Probabilistic Approach to the Estimation of Urban Stormwater Pollution Loads on Receiving Waters","year":2005,"lang":"en","type":"article","venue":"","topic":"Water Resources and Management","field":"Environmental Science","cited_by":3,"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":"","keywords":"Surface runoff; Pollutant; Environmental science; Stormwater; Hydrology (agriculture); Pollution; Urban runoff; Probabilistic logic; Water quality; First flush; Environmental engineering; Statistics; Mathematics; Geotechnical engineering; Engineering","authors":[{"name":"S. A. Kuzin","is_ca":true},{"name":"Barry J. Adams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01054541911411615,"gpt":0.1964493117441309,"spread":0.1859038926300148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001587539,0.0005749114,0.0007021818,0.001436792,0.0003754713,0.001063715,0.001115388,0.0005537708,0.001224801],"category_scores_gemma":[0.006327237,0.0005487778,0.0008707237,0.001034616,0.0008769379,0.001147922,0.0008430909,0.0006469896,0.0001666834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007911975,"about_ca_system_score_gemma":0.0008610857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00555605,"about_ca_topic_score_gemma":0.004113338,"domain_scores_codex":[0.9988447,0.0004515249,0.00006505019,0.0002060312,0.0003558175,0.00007692114],"domain_scores_gemma":[0.996242,0.002857801,0.0004316983,0.0001686227,0.0002554247,0.00004444647],"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":[0.00002035559,0.00001327506,0.001889298,0.00003316458,0.0000346588,0.0000291946,0.00003816269,0.9691238,0.0008694076,0.0144033,0.00009417169,0.01345114],"study_design_scores_gemma":[0.000001827636,0.00001515771,0.0006148787,0.00000360445,0.000006925769,0.00001599804,0.00001012995,0.9895522,0.0003788003,0.009046135,0.0003457064,0.000008697454],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0146444,0.00006635207,0.9845278,0.00004524619,0.000003722161,0.00002225916,0.00005252992,0.0001238138,0.0005138699],"genre_scores_gemma":[0.7797152,0.0006909154,0.2161907,0.00004742363,0.00007235241,0.0002282788,0.0004139628,0.00008675137,0.002554375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00555605,"threshold_uncertainty_score":0.01104742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406637569","doi":"10.1016/b978-0-7216-0615-6.50036-9","title":"10.1016/b978-0-7216-0615-6.50036-9","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Water Resources and Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Differential (mechanical device); Differential diagnosis; Medicine; Physics; Pathology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006174042462473991,"gpt":0.1476968273258205,"spread":0.1415227848633465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008571359,0.002099081,0.00139409,0.001681752,0.001304733,0.004431402,0.00283166,0.004178447,0.9794119],"category_scores_gemma":[0.00152848,0.0008681025,0.0008694917,0.001911162,0.001041799,0.004768284,0.003094426,0.002235685,0.9892541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008389821,"about_ca_system_score_gemma":0.0007918114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003392634,"about_ca_topic_score_gemma":0.003514841,"domain_scores_codex":[0.9995918,0.00002330495,0.00002659406,0.0001427448,0.0001418516,0.00007384907],"domain_scores_gemma":[0.9985145,0.0004420578,0.00009776234,0.0002240758,0.0002875865,0.0004340948],"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":[0.0001126421,0.0001064105,0.0002918648,0.0003778369,0.00001379785,0.00010087,0.00007790334,0.0002876115,0.002030367,0.005774177,0.3722646,0.618562],"study_design_scores_gemma":[0.00001641484,0.00003832905,0.000424058,0.0002512512,0.000007087376,0.0001695734,0.00006939938,0.0001082186,0.0002751613,0.001082784,0.9975459,0.00001168573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001694547,0.0004568802,0.0009657757,0.0002769969,0.0001490474,0.00004193914,0.0006716063,0.001000306,0.996268],"genre_scores_gemma":[0.0004166325,0.0002665324,0.0003632012,0.0001076887,0.00003262487,0.00003016714,0.0004135563,0.000225496,0.9981441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0205881,"threshold_uncertainty_score":0.02936643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999784459","doi":"","title":"Patterns and processes of initial ecosystem development in an artificial catchment","year":2008,"lang":"en","type":"article","venue":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","topic":"Water Resources and Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ecosystem; Environmental science; Drainage basin; Environmental resource management; Geography; Ecology; Hydrology (agriculture); Geology; Biology; Cartography","authors":[{"name":"Wolfgang Schaaf","is_ca":false},{"name":"Werner Gerwin","is_ca":false},{"name":"Ingrid Kögel‐Knabner","is_ca":false},{"name":"J. C. Munch","is_ca":false},{"name":"Uwe Grünewald","is_ca":false},{"name":"Reinhard F. Hüttl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06740003707320352,"gpt":0.3405191687029671,"spread":0.2731191316297635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003520467,0.00009248408,0.0001349179,0.001058773,0.0002431582,0.0008394452,0.0002275038,0.0001768009,0.0006056435],"category_scores_gemma":[0.001998561,0.00008412125,0.0001577828,0.0008680489,0.0005469421,0.0003525626,0.0005799822,0.0001817294,0.0001231011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008121816,"about_ca_system_score_gemma":0.0003552625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118406,"about_ca_topic_score_gemma":0.01708465,"domain_scores_codex":[0.9998444,0.00003452523,0.00001371052,0.00003052472,0.00004125215,0.00003554659],"domain_scores_gemma":[0.9989942,0.0002512585,0.0002678882,0.00004288719,0.0002211629,0.0002226698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006450468,0.0002252899,0.9324141,0.0001118474,0.00008488576,0.0006197811,0.001782488,0.006539778,0.03038421,0.001408533,0.0007870901,0.02499704],"study_design_scores_gemma":[0.000009473496,0.00005421053,0.994692,0.000008061327,0.000008430444,0.00007049151,0.000351054,0.00325367,0.0008512649,0.000312674,0.0003798272,0.000008728717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993045,0.00004061394,0.0001103672,0.00001371384,5.652534e-7,0.000004768037,0.00008902902,0.000004414291,0.0004320001],"genre_scores_gemma":[0.999561,0.00003632027,0.00008359947,0.00000225131,7.171491e-7,0.00000460331,0.0001191722,0.000001787419,0.0001905142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0118406,"threshold_uncertainty_score":0.02354336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392623970","doi":"10.5194/egusphere-egu24-15569","title":"The anaerobic soil volume as a controlling factor of denitrification&amp;#160;","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Water Resources and Management","field":"Environmental Science","cited_by":2,"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":"Denitrification; Anaerobic exercise; Volume (thermodynamics); Chemistry; Environmental science; Environmental chemistry; Thermodynamics; Physics; Biology; Nitrogen; Physiology; Organic chemistry","authors":[{"name":"Steffen Schlüter","is_ca":false},{"name":"Maik Lucas","is_ca":false},{"name":"Balázs Grosz","is_ca":false},{"name":"Olaf Ippisch","is_ca":false},{"name":"Jan Zawallich","is_ca":false},{"name":"Hongxing He","is_ca":true},{"name":"René Dechow","is_ca":false},{"name":"David Kraus","is_ca":false},{"name":"Sergey Blagodatsky","is_ca":false},{"name":"Mehmet Senbeyram","is_ca":false},{"name":"Alexandra Kravchenko","is_ca":false},{"name":"Hans J. Vogel","is_ca":false},{"name":"Reinhard Well","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01737074919229067,"gpt":0.2358347653273402,"spread":0.2184640161350495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001279514,0.0007577759,0.000737196,0.001214974,0.0002061868,0.001655781,0.0006330932,0.0005735655,0.001717644],"category_scores_gemma":[0.00161499,0.000260482,0.001230592,0.001892279,0.000474339,0.001258929,0.0005501785,0.0006874973,0.000705423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000195,"about_ca_system_score_gemma":0.0008414753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01278844,"about_ca_topic_score_gemma":0.01202664,"domain_scores_codex":[0.9995554,0.00009716195,0.00003255362,0.0001461898,0.0001433614,0.00002528757],"domain_scores_gemma":[0.9988291,0.0006537677,0.0002128911,0.00004856514,0.0002282836,0.0000274585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002080599,0.00007797881,0.0928903,0.01051191,0.00218525,0.000437933,0.0003122888,0.02542732,0.0229381,0.02393602,0.01466061,0.8064142],"study_design_scores_gemma":[0.00002952064,0.0003296032,0.2698604,0.003541127,0.002980172,0.0008548059,0.0006168002,0.0932177,0.04709696,0.05366795,0.5274558,0.000349031],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1176115,0.6788508,0.1587575,0.005086428,0.001058319,0.0001142678,0.005568601,0.0006574111,0.0322952],"genre_scores_gemma":[0.5347565,0.3907124,0.05131735,0.001570134,0.0008124445,0.0001352752,0.004683618,0.0002940151,0.01571829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01278844,"threshold_uncertainty_score":0.025428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803546479","doi":"10.1039/c8ew90020e","title":"Correction: Potential for manganese biofouling in water transmission lines using model reactors","year":2018,"lang":"en","type":"article","venue":"Environmental Science Water Research & Technology","topic":"Water Resources and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Biofouling; Manganese; Environmental science; Chemistry","authors":[{"name":"Nicole E. Allward","is_ca":true},{"name":"Brittany S. Gregory","is_ca":true},{"name":"Amina K. Stoddart","is_ca":true},{"name":"Graham A. Gagnon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03193548284657338,"gpt":0.3045430037091282,"spread":0.2726075208625549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00278851,0.002915574,0.002370191,0.004278936,0.002901159,0.003986891,0.005115006,0.007264511,0.1044329],"category_scores_gemma":[0.05581731,0.002119809,0.002828085,0.003555794,0.001954826,0.00360056,0.0027171,0.00773921,0.06266868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00413516,"about_ca_system_score_gemma":0.004739481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01642049,"about_ca_topic_score_gemma":0.01939084,"domain_scores_codex":[0.9944031,0.0005506511,0.0009513114,0.0007510604,0.002831779,0.0005121587],"domain_scores_gemma":[0.9676088,0.005349405,0.001898051,0.002730312,0.0214217,0.0009917249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005684714,0.000007792639,0.0001030673,0.0002763789,0.00001667888,0.0001661666,0.00003246781,0.000143401,0.0004272022,0.0009088897,0.9920156,0.005845394],"study_design_scores_gemma":[0.00005957326,0.00002544598,0.0009700521,0.0001999976,0.00002924369,0.0003671711,0.00007612019,0.0005809029,0.001809483,0.002022908,0.9938054,0.0000537215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.0008310504,0.001381389,0.004632005,0.03052458,0.9473385,0.00008142303,0.005571024,0.003348204,0.006291921],"genre_scores_gemma":[0.07242876,0.01110967,0.04147177,0.06251679,0.1391583,0.0007886668,0.01958885,0.01517078,0.6377665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1044329,"threshold_uncertainty_score":0.3493628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389937787","doi":"10.32347/2786-7269.2023.5.80-89","title":"FEATURES OF URBAN REVITALIZATION RIVER TERRITORIES","year":2023,"lang":"en","type":"article","venue":"Spatial development","topic":"Water Resources and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography; Environmental planning; Urbanization; Urban planning; Hydropower; Sustainable development; Recreation; Riparian zone; Tourism; Environmental resource management; Legislation; Climate change; Environmental protection; Political science; Environmental science; Habitat; Civil engineering; Economic growth; Ecology; Engineering","authors":[{"name":"Tamara Panchenko","is_ca":false},{"name":"Andrii Holub","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007498856266542011,"gpt":0.1979053099999707,"spread":0.1904064537334287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003191339,0.0001050778,0.0001199989,0.0009628843,0.001678087,0.002427471,0.0004540534,0.0003008182,0.009937263],"category_scores_gemma":[0.0007993451,0.0001180496,0.0002316336,0.001797038,0.002111485,0.001152011,0.002404111,0.0003902079,0.0006363856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494427,"about_ca_system_score_gemma":0.00107146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0091152,"about_ca_topic_score_gemma":0.01518151,"domain_scores_codex":[0.9993794,0.0001827028,0.00002361289,0.00008642253,0.0001370913,0.0001907442],"domain_scores_gemma":[0.9995409,0.00009493354,0.00011392,0.00008140015,0.0001003342,0.00006857554],"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":[0.0001003107,0.00005799663,0.05155605,0.0001527218,0.00001931522,0.001481615,0.01682347,0.003207388,0.001518368,0.8435097,0.01034339,0.07122967],"study_design_scores_gemma":[0.00001775673,0.000111981,0.1783024,0.0001617695,0.0000294096,0.003461933,0.06340683,0.004002892,0.001829327,0.05077913,0.6978332,0.00006333667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4937062,0.000649258,0.004302564,0.0009338141,0.00003257784,0.00008466447,0.0004566263,0.00009894872,0.4997354],"genre_scores_gemma":[0.9735607,0.0002401753,0.0007202995,0.00005032802,0.00001312614,0.00003818682,0.0002992761,0.00003311258,0.02504484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009937263,"threshold_uncertainty_score":0.03324342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994231055","doi":"","title":"Problems and Countermeasures of the Groundwater Resource Protection Legislation in China","year":2016,"lang":"en","type":"article","venue":"Canadian social science","topic":"Water Resources and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Legislation; Groundwater; Business; China; Environmental planning; Resource (disambiguation); Water resources; Liability; Environmental resource management; Law; Environmental science; Political science; Engineering; Computer science; Finance","authors":[{"name":"Zhe Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01034698047925726,"gpt":0.1801308795216895,"spread":0.1697838990424323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01110153,0.0005256144,0.0005632339,0.003292471,0.004990252,0.004774885,0.003168129,0.004675297,0.003645931],"category_scores_gemma":[0.01358668,0.0005610379,0.00102283,0.002339436,0.003033588,0.003141677,0.003118279,0.00308275,0.00025794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01622759,"about_ca_system_score_gemma":0.09223419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1829093,"about_ca_topic_score_gemma":0.1223529,"domain_scores_codex":[0.9863956,0.002002843,0.001254206,0.001138667,0.006816132,0.00239258],"domain_scores_gemma":[0.9929449,0.001651041,0.001059379,0.0004792564,0.003167729,0.0006976528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001022064,0.0005935815,0.09565405,0.001603649,0.0002278797,0.003948799,0.01706503,0.00672194,0.008340307,0.5084504,0.09551518,0.261777],"study_design_scores_gemma":[0.0002569386,0.0004031409,0.1986203,0.002464714,0.0004523088,0.0009832112,0.01478623,0.01678094,0.008448699,0.06790582,0.6884963,0.0004013901],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5063338,0.0194218,0.01313608,0.2929282,0.003111117,0.001641209,0.0005744567,0.0008100527,0.1620432],"genre_scores_gemma":[0.8902658,0.008759256,0.01201342,0.04292485,0.0006351593,0.0006157719,0.0004271853,0.00007346033,0.04428507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1829093,"threshold_uncertainty_score":0.3636893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405264445","doi":"10.1016/j.jglr.2024.102493","title":"A comparison of phytoplankton development in Lake Baikal, Siberia, and Rybinsk Reservoir, Volga River, European Russia, using stability indices","year":2024,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Water Resources and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Limnological Institute, Siberian Branch of Russian Academy of Science; Papanin Institute for Biology of Inland Waters, Russian Academy of Sciences","keywords":"Volga region; Phytoplankton; Hydrology (agriculture); Oceanography; Environmental science; Geography; Geology; Physical geography; Ecology; Biology; History; Geotechnical engineering; Ancient history","authors":[{"name":"Н. М. Минеева","is_ca":false},{"name":"Н. А. Бондаренко","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1044701640114853,"gpt":0.3572723585578516,"spread":0.2528021945463662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004557013,0.0002722654,0.0002755782,0.001870772,0.0004917861,0.0006712429,0.0001918604,0.0002638466,0.0004578745],"category_scores_gemma":[0.0005659342,0.0001793627,0.0003671124,0.001338318,0.0003285746,0.0004612722,0.0006173089,0.0001355746,0.0001002026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008595966,"about_ca_system_score_gemma":0.0006595813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04666663,"about_ca_topic_score_gemma":0.05846129,"domain_scores_codex":[0.9998436,0.00003427299,0.00002565164,0.00003945245,0.00002986523,0.00002715575],"domain_scores_gemma":[0.9997399,0.0000564533,0.00005428663,0.00001676984,0.00007825882,0.0000541743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002771383,0.0000281857,0.9890233,0.00002452009,0.0001764337,0.0001227858,0.000468352,0.0008393786,0.004256087,0.0001075925,0.0000818671,0.004594372],"study_design_scores_gemma":[0.000002626142,0.00001688691,0.9989458,0.000002320495,0.00002117374,0.00002209362,0.000186087,0.000561443,0.0001681932,0.00001438431,0.00005668181,0.000002357365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994608,0.00006848692,0.00003754968,0.000005614028,9.116269e-7,0.000001408152,0.0001497395,0.00000228899,0.0002732317],"genre_scores_gemma":[0.9995784,0.00003315086,0.00004933922,0.000001822322,7.62505e-7,0.000002168331,0.0002415336,0.000001095064,0.00009171911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04666663,"threshold_uncertainty_score":0.09279001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804831096","doi":"10.1016/j.scitotenv.2018.04.374","title":"Corrigendum to “Increased nutrient concentrations in Lake Erie tributaries influenced by greenhouse agriculture” [Sci. Total Environ. 633C (2018) 433–440]","year":2018,"lang":"en","type":"erratum","venue":"The Science of The Total Environment","topic":"Water Resources and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto and Region Conservation Authority; Toronto Metropolitan University; University of Windsor","funders":"","keywords":"Tributary; Nutrient; Environmental science; Greenhouse; Agriculture; Hydrology (agriculture); Agronomy; Geography; Biology; Ecology; Engineering; Archaeology","authors":[{"name":"Timothy J. Maguire","is_ca":true},{"name":"Christopher Wellen","is_ca":true},{"name":"Katie L. Stammler","is_ca":true},{"name":"Scott O. C. Mundle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007030544439609282,"gpt":0.1841737343435159,"spread":0.1771431899039066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002206893,0.002587043,0.002104247,0.003200897,0.003985614,0.002631541,0.003884242,0.007360378,0.05608724],"category_scores_gemma":[0.02187122,0.00128554,0.002020146,0.002711952,0.002322852,0.00215444,0.003119208,0.007866109,0.03678375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003096508,"about_ca_system_score_gemma":0.005679015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07201356,"about_ca_topic_score_gemma":0.09281965,"domain_scores_codex":[0.9974803,0.0002734914,0.0004898724,0.0004279817,0.001040461,0.0002879041],"domain_scores_gemma":[0.9868758,0.001992187,0.0007404737,0.0007405627,0.009045619,0.000605452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001401637,0.000006729008,0.00006742378,0.00007167525,0.000006098046,0.0001165111,0.00001494984,0.00002381262,0.00004250561,0.0001805055,0.9971579,0.00229782],"study_design_scores_gemma":[0.00003357765,0.00003004197,0.002536921,0.0002538456,0.00003613305,0.0002030882,0.0001282236,0.0001933844,0.0003554178,0.0006891044,0.995492,0.00004830591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000137887,0.0008478123,0.0002670249,0.05339884,0.9407086,0.00002560701,0.001051005,0.0002817902,0.003281568],"genre_scores_gemma":[0.01120131,0.01142582,0.003451817,0.2195346,0.3450079,0.0003177268,0.005531714,0.001174575,0.4023544],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07201356,"threshold_uncertainty_score":0.1876305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384655824","doi":"10.31223/x5pq2m","title":"A preliminary assessment of urban water security in Ulaanbaatar, a semi-arid region in Mongolia.","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Water Resources and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National University of Mongolia","keywords":"Water security; Urbanization; Water resource management; Population; Sanitation; Water supply; Geography; Context (archaeology); Environmental planning; Water resources; Environmental science; Environmental engineering; Economic growth; Environmental health","authors":[{"name":"Elena Gordillo Fuertes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02095184247697773,"gpt":0.2541361552207018,"spread":0.2331843127437241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001393136,0.0001809073,0.0001034784,0.001169305,0.0009032574,0.0008029164,0.0003407692,0.0003062422,0.001054773],"category_scores_gemma":[0.001162175,0.0001380504,0.0001709264,0.001174272,0.0006373753,0.0005940591,0.001099635,0.0002072055,0.0001175167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00273155,"about_ca_system_score_gemma":0.001538665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05115004,"about_ca_topic_score_gemma":0.118225,"domain_scores_codex":[0.9994711,0.0002572121,0.00003468286,0.0000505542,0.00007903103,0.0001074714],"domain_scores_gemma":[0.9991803,0.0002359183,0.0001726965,0.00003863632,0.0002640112,0.0001083857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009460304,0.0001247258,0.8030359,0.0002845141,0.00004707325,0.0007576205,0.1585462,0.0008527483,0.003334098,0.001923571,0.001387013,0.02961192],"study_design_scores_gemma":[0.000001756478,0.0001432207,0.7950694,0.00008814204,0.00001005897,0.0001110022,0.1990118,0.0005401652,0.0003810553,0.0001734866,0.004459819,0.00001004434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975673,0.0001045249,0.000151508,0.0001315146,0.000001671734,0.0000434273,0.0002939852,0.000001791553,0.001704324],"genre_scores_gemma":[0.9985039,0.00008233207,0.0003865639,0.00002680589,0.000001152864,0.00004898166,0.0003436795,8.760676e-7,0.0006056332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05115004,"threshold_uncertainty_score":0.1017046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412938381","doi":"10.1007/978-3-031-91883-4_1","title":"Prospects of Agricultural Water Management","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Water Resources and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Agriculture; Environmental planning; Water resource management; Business; Environmental resource management; Environmental science; Geography; Archaeology","authors":[{"name":"Syed Muhammad Mubeen","is_ca":false},{"name":"Salma Tasneem","is_ca":false},{"name":"Mazhar Ali","is_ca":false},{"name":"Wajid Nasim Jatoi","is_ca":false},{"name":"Hafiz Mohkum Hammad","is_ca":false},{"name":"Shaukat Ali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004814633812948859,"gpt":0.1621516127663673,"spread":0.1573369789534185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004166853,0.0004092999,0.0001923885,0.0004604637,0.0008323915,0.002512709,0.0005630487,0.001299094,0.03973598],"category_scores_gemma":[0.000425524,0.0001399396,0.0001430525,0.0008974022,0.001311886,0.002778572,0.001019181,0.00146265,0.007575237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611149,"about_ca_system_score_gemma":0.001979866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004240319,"about_ca_topic_score_gemma":0.01080627,"domain_scores_codex":[0.9998667,0.00003273751,0.000002952361,0.00001656332,0.00005153822,0.00002944779],"domain_scores_gemma":[0.9999129,0.00002768075,0.000004880573,0.000008076835,0.00002560888,0.00002082849],"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":[0.00001512389,0.00007250814,0.000103793,0.000139129,0.000002166909,0.00006138282,0.000339277,0.0004785369,0.000600301,0.5357717,0.2530782,0.209338],"study_design_scores_gemma":[0.000001385592,0.000005585186,0.0001007879,0.00005716067,5.247674e-7,0.0000135508,0.0001847137,0.000101079,0.00003718725,0.05966106,0.9398355,0.000001431131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001004005,0.02694175,0.001404953,0.01620123,0.001499986,0.00001956385,0.00004255501,0.00003186892,0.9528542],"genre_scores_gemma":[0.01678433,0.0466364,0.001779374,0.004188095,0.001296994,0.00004599731,0.0001161778,0.0000325593,0.9291201],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03973598,"threshold_uncertainty_score":0.1329301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2407614142","doi":"","title":"[Medical and ecological evaluation of mercury hazards to the population of the Irkutsk region].","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Water Resources and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mercury (programming language); Environmental science; Sewage; Population; Pollution; Water pollutants; Environmental hazard; Water pollution; Environmental chemistry; Ecology; Environmental health; Environmental engineering; Environmental protection; Biology; Chemistry; Medicine","authors":[{"name":"Efimova Nv","is_ca":false},{"name":"Rukavishnikov Vs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03795347595545116,"gpt":0.2205634648489834,"spread":0.1826099888935322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003813332,0.0003168088,0.000200958,0.00207941,0.0003815188,0.0002113763,0.0003716716,0.0003420905,0.006216819],"category_scores_gemma":[0.001161881,0.0001414052,0.0002743194,0.001146879,0.0002048248,0.000299225,0.0003834685,0.0002587528,0.0007279495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006792225,"about_ca_system_score_gemma":0.00130791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04334721,"about_ca_topic_score_gemma":0.04554086,"domain_scores_codex":[0.999861,0.00004341,0.00001919661,0.00001401564,0.00002976427,0.000032524],"domain_scores_gemma":[0.9997365,0.00003284779,0.00004637515,0.00001046654,0.0001134044,0.00006037072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007647249,0.000330023,0.6831623,0.001436956,0.0002261586,0.003923465,0.002034371,0.002088136,0.00178353,0.001661728,0.09826761,0.204321],"study_design_scores_gemma":[0.00002169987,0.0002977355,0.9793597,0.00007361511,0.00003636373,0.0008567703,0.0007935382,0.00028415,0.0001465058,0.0001476214,0.01797109,0.00001115318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7999148,0.04124459,0.002493405,0.01182458,0.002161141,0.000968734,0.0866849,0.0003360517,0.05437167],"genre_scores_gemma":[0.9266301,0.01334537,0.003849969,0.0008924347,0.0006915583,0.0005935028,0.03028057,0.00003483602,0.02368169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04334721,"threshold_uncertainty_score":0.08618981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240839322","doi":"10.1016/s0958-2118(18)30160-5","title":"Saltworks demonstrates its ZLD technology to USBR","year":2018,"lang":"en","type":"article","venue":"Membrane Technology","topic":"Water Resources and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Engineering; Business; Environmental science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006529937232616062,"gpt":0.2328535368378897,"spread":0.2263235996052737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001508411,0.0005239574,0.0002998819,0.001118706,0.002814865,0.003524152,0.001208564,0.001611297,0.05082077],"category_scores_gemma":[0.001525421,0.0004283577,0.0007582841,0.0009003261,0.001578144,0.002037228,0.00395201,0.001970919,0.0246468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004940786,"about_ca_system_score_gemma":0.007511321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.108026,"about_ca_topic_score_gemma":0.2100179,"domain_scores_codex":[0.9967757,0.0001595751,0.000064187,0.000217852,0.00254359,0.0002392068],"domain_scores_gemma":[0.9989415,0.00009639175,0.00003042354,0.0001554992,0.0006164387,0.0001597958],"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":[0.0005376289,0.0004070997,0.006950804,0.0005300581,0.00002743567,0.00162593,0.002058771,0.001464043,0.1966827,0.04917805,0.3589836,0.3815538],"study_design_scores_gemma":[0.00005538311,0.0001177629,0.001802606,0.00005586791,0.0000109677,0.0003422563,0.0003470897,0.0009897953,0.07480593,0.00111701,0.920324,0.00003136396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04071375,0.001502316,0.02701818,0.01601177,0.000859639,0.0003565785,0.00174379,0.008419134,0.9033749],"genre_scores_gemma":[0.1820226,0.002177135,0.04259876,0.002764301,0.0001437461,0.0001344117,0.001660531,0.002103876,0.7663947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.108026,"threshold_uncertainty_score":0.2147945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252238992","doi":"10.3934/dcds.2020387","title":"Editorial","year":2020,"lang":"en","type":"editorial","venue":"Discrete and Continuous Dynamical Systems","topic":"Water Resources and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Dynamical systems theory; Computer science; Citation; Mathematical economics; Physics; Mathematics; Library science; Quantum mechanics","authors":[{"name":"Manuel del Pino","is_ca":false},{"name":"Shouchuan Hu","is_ca":false},{"name":"Juncheng Wei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002738136717374679,"gpt":0.1923215908354002,"spread":0.1895834541180255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003618541,0.00350885,0.002676587,0.00348907,0.002638906,0.006672919,0.002955311,0.006392947,0.07342042],"category_scores_gemma":[0.02128104,0.0007784439,0.001669163,0.001463156,0.001282537,0.004156495,0.001709878,0.0087734,0.07111199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002036578,"about_ca_system_score_gemma":0.002516719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105384,"about_ca_topic_score_gemma":0.002322641,"domain_scores_codex":[0.9964125,0.0004399338,0.0003855574,0.0005464379,0.001954604,0.0002611301],"domain_scores_gemma":[0.9824771,0.002710866,0.0009069644,0.0006498903,0.01027137,0.002983807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001023383,0.00000371297,0.000008783409,0.00007136194,0.000002777886,0.00003466264,0.000003263549,0.000008448726,0.00002014258,0.00008454534,0.996336,0.003416113],"study_design_scores_gemma":[0.00002110473,0.00001029551,0.00007653792,0.0001794176,0.000009078902,0.0001240451,0.00001822791,0.00004896638,0.00006123378,0.0004117765,0.9990324,0.000006899491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002188109,0.001799671,0.00008592131,0.01270683,0.9806668,0.00002279904,0.0001012125,0.00007869679,0.00451607],"genre_scores_gemma":[0.000511608,0.003654905,0.0001122841,0.0121603,0.9426337,0.000034626,0.000175402,0.00008016554,0.04063696],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07342042,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294704813","doi":"","title":"Considering of economies of scale and adjacent infrastructure works in water main renewal planning","year":2009,"lang":"en","type":"preprint","venue":"NPARC","topic":"Water Resources and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Scale (ratio); Economies of scale; Computer science; Business; Geography; Marketing","authors":[{"name":"A. Nafi","is_ca":false},{"name":"Y. Kleiner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008492909714569804,"gpt":0.2025099803031072,"spread":0.1940170705885373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009453726,0.0005607217,0.0005579495,0.0005497563,0.0004373861,0.00110213,0.0006879515,0.0008840144,0.003465123],"category_scores_gemma":[0.004355288,0.0003940758,0.000634859,0.0009165892,0.001119006,0.001785284,0.0009915394,0.0006572389,0.0001568775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141835,"about_ca_system_score_gemma":0.0008625745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003717778,"about_ca_topic_score_gemma":0.008088124,"domain_scores_codex":[0.9993795,0.0003152489,0.00001453605,0.00009398153,0.0001085881,0.00008813699],"domain_scores_gemma":[0.9983119,0.00132872,0.0001495293,0.00006200882,0.00006750161,0.00008044581],"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":[0.00002506336,0.00002182462,0.0009018526,0.00006034481,0.00001873993,0.0001344085,0.00004466426,0.9687762,0.0004508999,0.01795793,0.0002388785,0.01136924],"study_design_scores_gemma":[0.00001911717,0.0001125515,0.002098928,0.00004045029,0.00003437839,0.0001147647,0.000205249,0.9484291,0.0007140918,0.04602051,0.002191957,0.0000188661],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.255434,0.001374681,0.7065786,0.001016622,0.00005235594,0.0001949404,0.0001454522,0.00006605988,0.03513729],"genre_scores_gemma":[0.9631066,0.000662909,0.03266834,0.00003147494,0.00002962187,0.0001077444,0.00002966238,0.00002740934,0.003336266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003717778,"threshold_uncertainty_score":0.01159197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4372316806","doi":"10.52363/2522-1892.2023.1.9","title":"ANALYSIS OF KNOWN METHODS OF DETERMINING OF THE WATER QUALITY INDEX SUITABLE FOR PREDICTING THE ENVIRONMENTAL STATE OF SURFACE WATER BODIES","year":2023,"lang":"en","type":"article","venue":"Technogenic and Ecological Safety","topic":"Water Resources and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water quality; Zoning; Environmental science; Index (typography); Pollution; Water pollution; Water resource management; Water resources; Quality (philosophy); Environmental quality; Hydrology (agriculture); Environmental engineering; Environmental resource management; Environmental protection; Ecology; Civil engineering; Engineering; Computer science","authors":[{"name":"Svitlana Kovalenko","is_ca":false},{"name":"Роман Пономаренко","is_ca":false},{"name":"Oleg Tretyakov","is_ca":false},{"name":"Yevhen Ivanov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02509112526383577,"gpt":0.2826322791743202,"spread":0.2575411539104844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003167717,0.0008385473,0.0006133787,0.001871679,0.0004903516,0.0009988752,0.001200283,0.0005810789,0.001500052],"category_scores_gemma":[0.01185837,0.0002486358,0.0008032523,0.001717272,0.0005755605,0.001194297,0.0005227582,0.0008812513,0.0005604735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009088957,"about_ca_system_score_gemma":0.001062014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002126927,"about_ca_topic_score_gemma":0.002121971,"domain_scores_codex":[0.9975984,0.0006159787,0.0001421499,0.0004284983,0.001161361,0.00005362938],"domain_scores_gemma":[0.9951514,0.002522838,0.0004373929,0.0004651597,0.001381828,0.00004140874],"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":[0.0001514174,0.0003018781,0.0200535,0.001440075,0.0004187253,0.000127062,0.0002783687,0.1018934,0.01707798,0.05406575,0.003242125,0.8009497],"study_design_scores_gemma":[0.00005504025,0.0004564436,0.02076666,0.0002540229,0.0002724029,0.0005087167,0.00020047,0.8552963,0.06557053,0.03051295,0.02593901,0.0001675659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.009731187,0.00151679,0.9854695,0.00006117635,0.00007196211,0.0000751371,0.0001904681,0.0003572409,0.002526579],"genre_scores_gemma":[0.2049666,0.003781156,0.7871023,0.00004841045,0.0001686272,0.0006411945,0.0008744475,0.000150527,0.002266634],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003167717,"threshold_uncertainty_score":0.01675272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242043758","doi":"10.4296/cwrj2504432","title":"Canadian Water Resources Association: 54th ANNUAL CONFERENCE/Association canadienne des ressources hydriques: 54<sup>e</sup>CONGRÈS ANNUEL","year":2000,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Association (psychology); Forestry; Environmental science; Geography; Psychology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009927353302006302,"gpt":0.1873723838163686,"spread":0.1774450305143623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001729502,0.001396658,0.0008479321,0.001537726,0.002880769,0.002968728,0.001702125,0.002435266,0.135127],"category_scores_gemma":[0.002014313,0.0006949867,0.0004885198,0.004024389,0.001206535,0.001819697,0.001806717,0.003415302,0.04809534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01174331,"about_ca_system_score_gemma":0.04130285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8442775,"about_ca_topic_score_gemma":0.9278138,"domain_scores_codex":[0.9984086,0.00005869928,0.00005666657,0.0001411966,0.001076414,0.0002584276],"domain_scores_gemma":[0.9961727,0.00009347506,0.0001177076,0.00009563392,0.002814081,0.0007064645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002573031,0.00001007724,0.0003803007,0.00008546431,0.000005255056,0.00001553068,0.00002859307,0.00004167589,0.0001473507,0.0004416939,0.9732948,0.02552358],"study_design_scores_gemma":[0.00000625274,0.000003242722,0.00193504,0.00005965402,0.000005524316,0.000008969194,0.00006775028,0.00003476136,0.0001198668,0.0001707117,0.9975776,0.00001061794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003760318,0.119064,0.005418433,0.1458666,0.05336073,0.0009206895,0.05222446,0.001519596,0.6178651],"genre_scores_gemma":[0.01021238,0.03803952,0.002738912,0.004871177,0.001822731,0.0002249754,0.01310317,0.0004066279,0.9285805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.864873,"threshold_uncertainty_score":0.4520449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043168290","doi":"10.1023/b:ruse.0000011113.32194.67","title":"Toxicological Assessment of Wastewater and Runoff from the Baikal Pulp and Paper Mill","year":2004,"lang":"en","type":"article","venue":"Russian Journal of Ecology","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Natural Resources and Forestry","funders":"","keywords":"Paper mill; Wastewater; Mill; Environmental science; Pulp (tooth); Surface runoff; Pulp mill; Ecology; Geography; Environmental engineering; Biology; Archaeology; Medicine","authors":[{"name":"V. M. Kudelin","is_ca":true},{"name":"G. A. Timoshenko","is_ca":true},{"name":"V. S. Tolstikhina","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007821239590952576,"gpt":0.2183329973775743,"spread":0.2105117577866217,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002759239,0.0003046023,0.0004216615,0.0006253499,0.0007215872,0.0007329418,0.0002804775,0.0008688495,0.00101079],"category_scores_gemma":[0.0002612596,0.0001799619,0.0003856426,0.0002972364,0.0002390759,0.0002158409,0.0004295435,0.0004496083,0.0002672531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008099211,"about_ca_system_score_gemma":0.001206185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009736404,"about_ca_topic_score_gemma":0.01401312,"domain_scores_codex":[0.9997297,0.00003823533,0.00001840325,0.00005552495,0.0001196054,0.0000384747],"domain_scores_gemma":[0.9998589,0.00002240137,0.00002128188,0.000005141815,0.00007225679,0.00002000967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007808018,0.0001927258,0.02670643,0.0003092735,0.00006960881,0.0003691606,0.0004525941,0.001705419,0.9569506,0.0001057582,0.0002170821,0.01214066],"study_design_scores_gemma":[0.000138699,0.004959821,0.2096144,0.00009233772,0.000326597,0.0009954377,0.001877183,0.008579328,0.7677234,0.0005653508,0.005056853,0.00007034605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979792,0.0002254822,0.0004268193,0.00003840638,0.000005974749,0.00002529285,0.0001244458,0.000007866679,0.001166541],"genre_scores_gemma":[0.9950396,0.0005827789,0.0006819844,0.00009835425,0.000006340609,0.00002373386,0.0002111052,0.000007541553,0.003348605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009736404,"threshold_uncertainty_score":0.01935947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117484788","doi":"10.1016/j.jglr.2025.102737","title":"Interconnections of bacterioplankton and phytoplankton with hydrochemical parameters in rivers and estuarine waters of Southern Baikal in the summer period","year":2025,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Fundamental Research Funds for Central Universities of the Central South University; Siberian Branch, Russian Academy of Sciences","keywords":"Phytoplankton; Estuary; Bacterioplankton; Period (music); Trophic level; Abiotic component; Ecosystem; Plankton; Biotic component","authors":[{"name":"Yu. S. Bukin","is_ca":false},{"name":"N.A. Bondarenko","is_ca":false},{"name":"I.I. Rusanov","is_ca":false},{"name":"N.V. Pimenov","is_ca":false},{"name":"S.V. Bukin","is_ca":false},{"name":"T.V. Pogodaeva","is_ca":false},{"name":"S.M. Chernitsyna","is_ca":false},{"name":"V.G. Ivanov","is_ca":false},{"name":"A.S. Zakharenko","is_ca":false},{"name":"TI Zemskaya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02204242912125013,"gpt":0.2735432352317852,"spread":0.251500806110535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002490209,0.0001510457,0.0003225663,0.0005674463,0.0005285809,0.000582282,0.0002286808,0.0003126191,0.0009588841],"category_scores_gemma":[0.0006185584,0.0002500849,0.0002097635,0.0008299841,0.0004421584,0.0004490947,0.0005719267,0.0002801292,0.0001565486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253933,"about_ca_system_score_gemma":0.0009401261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08138303,"about_ca_topic_score_gemma":0.2023251,"domain_scores_codex":[0.9998599,0.00002453933,0.00001952532,0.00004341903,0.00002027305,0.00003226932],"domain_scores_gemma":[0.9995421,0.00009002232,0.0001327475,0.00001795152,0.00009369325,0.000123508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002704033,0.00002613088,0.9892485,0.0000247866,0.00008222739,0.0001069946,0.001022561,0.000111512,0.007392908,0.00005648987,0.00009260402,0.001564961],"study_design_scores_gemma":[0.000001707968,0.000009403324,0.9995714,0.000001142275,0.000006193397,0.00001387043,0.0002386463,0.00005469009,0.0000467332,0.000006846174,0.00004752056,0.000001763696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996014,0.00006043503,0.00002143289,0.00001472162,0.000001273981,0.00000106921,0.000087304,0.000001883178,0.0002104963],"genre_scores_gemma":[0.9995819,0.00003358678,0.00003708671,0.000009793711,0.000001601108,0.000003222842,0.0001197368,0.000001308677,0.0002118869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08138303,"threshold_uncertainty_score":0.1618187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205370038","doi":"10.1088/1755-1315/958/1/011001","title":"Preface","year":2021,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"China; Library science; Technical university; Political science; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01012193070814782,"gpt":0.1826822636862202,"spread":0.1725603329780724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001442725,0.001184906,0.0008447949,0.002208547,0.003128053,0.004323869,0.001609439,0.001494575,0.6132708],"category_scores_gemma":[0.007531375,0.0003676402,0.000637993,0.001965528,0.0006268644,0.003669907,0.002572946,0.002832487,0.4205492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001827243,"about_ca_system_score_gemma":0.003206038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003300569,"about_ca_topic_score_gemma":0.003645833,"domain_scores_codex":[0.9988418,0.000170946,0.00009221175,0.0002385826,0.0005257977,0.0001306555],"domain_scores_gemma":[0.9959785,0.0004893063,0.000148421,0.0003077828,0.002335403,0.0007405687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003238473,0.00001637769,0.00009078962,0.0001283268,0.00000178448,0.00006628333,0.000121265,0.00003785429,0.0001323824,0.00265835,0.9633615,0.03335269],"study_design_scores_gemma":[0.000003847699,0.00001491089,0.0002046747,0.00007957461,0.000001054774,0.00005951468,0.0001511689,0.00001826852,0.00005615542,0.0007900246,0.9986168,0.000003955734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002040376,0.007488204,0.005142393,0.02171998,0.1226059,0.000920866,0.01622028,0.002022944,0.8218391],"genre_scores_gemma":[0.006128577,0.004299495,0.002232129,0.004653045,0.01198688,0.0004322213,0.0122819,0.0007605532,0.9572251],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6132708,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3069035240","doi":"10.1007/s13157-020-01266-9","title":"Correction to: Quantifying Topographic Characteristics of Wetlandscapes","year":2020,"lang":"en","type":"article","venue":"Wetlands","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Internet portal; Landscape ecology; The Internet; Geography; Library science; World Wide Web; Computer science; Data science; Geology; Cartography; Ecology; Biology; Habitat","authors":[{"name":"Collin Branton","is_ca":true},{"name":"Derek T. Robinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02085392557702462,"gpt":0.2233119474108437,"spread":0.2024580218338191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00312765,0.002098655,0.00156488,0.00491984,0.002185699,0.004348767,0.002773373,0.004286618,0.08682627],"category_scores_gemma":[0.04849047,0.001044506,0.001344511,0.003877844,0.001907403,0.002937037,0.002587715,0.006814841,0.04742605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002628742,"about_ca_system_score_gemma":0.004758356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02049194,"about_ca_topic_score_gemma":0.01995221,"domain_scores_codex":[0.9960007,0.0006705037,0.0006348789,0.0006234215,0.001789131,0.0002813049],"domain_scores_gemma":[0.9636372,0.007215467,0.001399728,0.002886104,0.02344442,0.001417138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002005675,0.000003308728,0.00007326379,0.0001141025,0.000006546466,0.00004241012,0.00002334392,0.00005478723,0.00004697225,0.000408971,0.9938661,0.005340103],"study_design_scores_gemma":[0.00002433114,0.00001152561,0.0007658915,0.00021392,0.0000181859,0.0001569844,0.00006129706,0.0002708686,0.0002807011,0.0008458833,0.9973257,0.00002460236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002596354,0.0008255694,0.001519932,0.02429839,0.9649935,0.00003009042,0.002870786,0.0007624347,0.004439695],"genre_scores_gemma":[0.03459401,0.009362916,0.01245579,0.0721551,0.5103316,0.000355243,0.01438902,0.004461903,0.3418944],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08682627,"threshold_uncertainty_score":0.2904628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251136015","doi":"10.1007/978-3-662-44185-5_1870","title":"Exogenous","year":2015,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","authors":[{"name":"Daniele L. Pinti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01459545615049881,"gpt":0.2020929459012058,"spread":0.187497489750707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006559857,0.0006629864,0.00035644,0.0008200086,0.001251658,0.004336558,0.001208908,0.00107728,0.4451324],"category_scores_gemma":[0.00373296,0.0002399947,0.0004721066,0.0009402076,0.0009139381,0.002878625,0.002631017,0.001716725,0.2636513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244669,"about_ca_system_score_gemma":0.001584398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003957467,"about_ca_topic_score_gemma":0.004163567,"domain_scores_codex":[0.9991353,0.00009137896,0.00003226581,0.0003039373,0.0002954786,0.0001415657],"domain_scores_gemma":[0.9988355,0.0001638101,0.00007077528,0.0003453567,0.0004088204,0.000175861],"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":[0.000126515,0.00006136083,0.001124982,0.0002781482,0.00001382576,0.0002238148,0.0005558288,0.0003857587,0.00229415,0.4436759,0.4083935,0.1428661],"study_design_scores_gemma":[0.000006199571,0.000009286056,0.0003245836,0.00004930242,0.000003614892,0.00007600776,0.0001344494,0.0001076888,0.0004238014,0.01843796,0.9804211,0.000006117249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001877426,0.0003211831,0.007691508,0.002102109,0.001462713,0.0001081653,0.002820517,0.0008987071,0.9827177],"genre_scores_gemma":[0.02313101,0.0004614365,0.00261548,0.001543981,0.0002661234,0.00009311337,0.002469384,0.0006097208,0.9688098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5548676,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7164916970","doi":"10.1080/17153379.2004.12554041","title":"The Russian Far East: A Reference Guide for Conservation and Development, Second Edition.","year":2004,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Current (fluid)","authors":[{"name":"Victor Zatsepine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01709222035412847,"gpt":0.2085739827016629,"spread":0.1914817623475344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005456039,0.001128609,0.0006014614,0.002240503,0.0007247484,0.001349081,0.0007106047,0.0006853643,0.03414218],"category_scores_gemma":[0.0009779708,0.00059842,0.000315304,0.003466842,0.0004221642,0.002660233,0.0008736161,0.001092468,0.01880083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009804888,"about_ca_system_score_gemma":0.003129463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03293273,"about_ca_topic_score_gemma":0.0612958,"domain_scores_codex":[0.9997384,0.00005042571,0.00005592353,0.00003445891,0.00009568032,0.00002517058],"domain_scores_gemma":[0.9995629,0.00008403126,0.00004485905,0.00003377537,0.0002474862,0.00002695808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002554743,0.00002817277,0.001189994,0.0008860621,0.0000157917,0.0001265899,0.0008124692,0.0004187107,0.0007329625,0.009211207,0.7872226,0.1993298],"study_design_scores_gemma":[0.000001735891,0.000008292396,0.002438405,0.00021737,0.000004861671,0.0001242402,0.0002748634,0.00007079025,0.00009253893,0.0006332467,0.9961288,0.000004790701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009048517,0.4075175,0.02124789,0.0133151,0.01238851,0.0005661044,0.08238526,0.003612492,0.4499186],"genre_scores_gemma":[0.03046641,0.2230907,0.04306926,0.001903955,0.0009860636,0.0006494154,0.04571107,0.001218508,0.6529046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03414218,"threshold_uncertainty_score":0.1142169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2443930361","doi":"10.14796/jwmm.r223-09","title":"Continuous Simulation Approach to Centralized Stormwater Management Design for Partial Treatment of Urbanizing Subwatersheds","year":2005,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Philips (Canada)","funders":"","keywords":"Stormwater; Stormwater management; Environmental science; Hydrology (agriculture); Water resource management; Surface runoff; Geology; Geotechnical engineering","authors":[{"name":"Aaron Farrell","is_ca":true},{"name":"Ronald B. Scheckenberger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04446972900955436,"gpt":0.246480172099091,"spread":0.2020104430895367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032406,0.0005408156,0.0008290384,0.0004081859,0.000555755,0.001140507,0.001495999,0.0008364126,0.00514676],"category_scores_gemma":[0.001603477,0.0004997282,0.0006303107,0.000429744,0.0005958347,0.0005167636,0.0006475223,0.0008666921,0.0002965995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011214,"about_ca_system_score_gemma":0.002200854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02151055,"about_ca_topic_score_gemma":0.01969727,"domain_scores_codex":[0.9996525,0.0001326525,0.00001248052,0.00005601117,0.00008522823,0.00006116344],"domain_scores_gemma":[0.9991004,0.0004557107,0.0000789487,0.00004748227,0.0002385809,0.00007880607],"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":[0.00002852633,0.00002353118,0.0001911447,0.000009879452,0.000005606848,0.00001274115,0.00001751927,0.9945774,0.0002476524,0.001616166,0.0001329334,0.003136879],"study_design_scores_gemma":[0.000006504748,0.00001108523,0.00002331391,6.096498e-7,0.000002203794,7.725386e-7,0.000003764221,0.9994544,0.00007565906,0.0002908795,0.0001298422,9.611592e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07176425,0.00009108023,0.9189261,0.0001715025,0.00005116915,0.0001636114,0.0001387911,0.0006166415,0.008076833],"genre_scores_gemma":[0.9088947,0.00009094025,0.08656185,0.00004523335,0.00002227051,0.000306764,0.0001373169,0.00007772363,0.003863218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02151055,"threshold_uncertainty_score":0.04277068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2503015936","doi":"10.1057/9780230234253_12","title":"Environmental and Resource Implications of Chinese Growth: Current Trends and Future Prospects","year":2009,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Natural resource; Arable land; Per capita; China; Natural resource economics; Economic shortage; Population growth; Quarter (Canadian coin); Consumption (sociology); Resource (disambiguation); Natural (archaeology); Population; Geography; Agricultural economics; Economics; Business; Agriculture; Ecology","authors":[{"name":"Xizhe Peng","is_ca":false},{"name":"Kexi Pan","is_ca":false},{"name":"Juan Yu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006988477440427873,"gpt":0.204606986330938,"spread":0.1976185088905101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004769299,0.0003584384,0.0002385237,0.0007414444,0.0006566413,0.002006557,0.0004943098,0.0005511774,0.01063237],"category_scores_gemma":[0.0004376547,0.00008211353,0.0002330161,0.003937176,0.0006748128,0.001596552,0.0006697949,0.000633585,0.0006801861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002992583,"about_ca_system_score_gemma":0.004465443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04514756,"about_ca_topic_score_gemma":0.07977976,"domain_scores_codex":[0.9998999,0.00001259553,0.000005632366,0.0000123219,0.00003915988,0.00003033157],"domain_scores_gemma":[0.9998523,0.00004677185,0.00001773421,0.000005787508,0.00005092048,0.00002647511],"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":[0.00003626375,0.00003633073,0.01021015,0.001778604,0.00002184744,0.0005689889,0.002950931,0.001137362,0.0005379526,0.1099949,0.1819786,0.690748],"study_design_scores_gemma":[0.000009234507,0.00005460071,0.04757309,0.0008877281,0.00003683668,0.0002994991,0.005694375,0.001309121,0.0004583829,0.02999033,0.9136456,0.00004112412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.05230655,0.4861533,0.0009373623,0.08269053,0.003095108,0.00003569199,0.001223701,0.0001558769,0.373402],"genre_scores_gemma":[0.2128865,0.6861259,0.001443722,0.004619036,0.001992507,0.00005843825,0.001113475,0.00004610808,0.09171437],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04514756,"threshold_uncertainty_score":0.08976954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902789147","doi":"10.1130/abs/2018am-322346","title":"HYDROLOGIC RESPONSE TO GROUNDWATER WITHDRAWALS IN THE UPPER WABASH RIVER","year":2018,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Groundwater; Hydrology (agriculture); Environmental science; Geology; Geotechnical engineering","authors":[{"name":"Md Sanoar Rahman","is_ca":true},{"name":"L. C. Bowling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01420115792840439,"gpt":0.2328462319660071,"spread":0.2186450740376027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002438893,0.0001344781,0.0002228849,0.0004964106,0.0006270963,0.0009601104,0.0002708593,0.0005619593,0.001901617],"category_scores_gemma":[0.001051912,0.0001440916,0.0002136949,0.0006138938,0.0004664769,0.0003782946,0.0006164778,0.0005629905,0.0001799899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122009,"about_ca_system_score_gemma":0.001016284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.101913,"about_ca_topic_score_gemma":0.1733641,"domain_scores_codex":[0.9998459,0.0000334875,0.00001408537,0.00002540733,0.00002047476,0.00006067309],"domain_scores_gemma":[0.9995071,0.0001016095,0.0001084814,0.00002341693,0.0001228967,0.0001366509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001146454,0.0005307094,0.9591079,0.00004938654,0.0001915781,0.0009946395,0.001952764,0.003645852,0.01803312,0.0006330193,0.001587873,0.01212679],"study_design_scores_gemma":[0.00001483692,0.00007844774,0.9942977,0.000006121656,0.00002262859,0.00003276704,0.002315042,0.001785588,0.0007180463,0.0001081558,0.0006140771,0.000006616999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999128,0.000008898253,0.00002386482,0.00009132915,0.000005143538,0.000004932294,0.00008429554,0.000006226477,0.0006473163],"genre_scores_gemma":[0.9993159,0.00001332552,0.00002433869,0.00002541826,0.000003235977,0.000005094801,0.0001011215,0.000001856926,0.0005097511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.101913,"threshold_uncertainty_score":0.2026396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097945582","doi":"10.1130/abs/2020am-354169","title":"REGIONAL-SCALE GROUNDWATER FLOW AND POTENTIAL CONTAMINANT TRANSPORT PATHWAYS INTO A NATURAL HARBOUR","year":2020,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Harbour; Environmental science; Groundwater; Natural (archaeology); Groundwater flow; Scale (ratio); Flow (mathematics); Geology; Aquifer; Computer science; Geotechnical engineering; Geography; Cartography","authors":[{"name":"Raymond Craddock","is_ca":true},{"name":"Barret L. Kurylyk","is_ca":false},{"name":"Aaron A. Mohammed","is_ca":false},{"name":"Gavin Kennedy","is_ca":false},{"name":"Rob Jamieson","is_ca":false},{"name":"Jonathan Keizer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01230954820172909,"gpt":0.1933929079574305,"spread":0.1810833597557014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105535,0.0001111176,0.0001196501,0.0003513009,0.0004425476,0.0003944408,0.0002169055,0.0002138188,0.001211481],"category_scores_gemma":[0.000278018,0.0001365434,0.000348911,0.0004861094,0.0004485653,0.0002819502,0.000281631,0.0001572255,0.0001299941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009757195,"about_ca_system_score_gemma":0.0008463407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0962651,"about_ca_topic_score_gemma":0.1872985,"domain_scores_codex":[0.9999559,0.000008997456,0.000002027872,0.0000164899,0.00000522712,0.00001136815],"domain_scores_gemma":[0.9998481,0.00004454461,0.00002351559,0.000008968927,0.00004002427,0.00003481486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007257201,0.0001500314,0.9075047,0.00005826152,0.0001646774,0.0008549353,0.000707329,0.03446767,0.03944628,0.001111823,0.0007358576,0.01407266],"study_design_scores_gemma":[0.00001741815,0.0001305667,0.9797859,0.000005162869,0.00004714307,0.00005884376,0.000630736,0.01685164,0.001616915,0.0002363481,0.0006044508,0.00001500773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990429,0.00001179035,0.00009964023,0.00002146208,0.000001081787,0.000002252969,0.0002045505,0.000005669238,0.000610584],"genre_scores_gemma":[0.9993899,0.00001894362,0.0001146214,0.00000275702,0.000001012897,0.000001456698,0.00009861285,0.000001684672,0.0003708227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0962651,"threshold_uncertainty_score":0.1914096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7039016026","doi":"","title":"LDC Gas Forums Announce 2012 Dates for Atlanta, Boston, Chicago, Los Angeles and Toronto Events; New Venues Announced (BIZ)","year":2012,"lang":"en","type":"other","venue":"","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01090417367334603,"gpt":0.2268512435062656,"spread":0.2159470698329196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009888385,0.001039702,0.0004484896,0.001298646,0.004879165,0.006594412,0.0009309084,0.004664806,0.3661225],"category_scores_gemma":[0.001351716,0.0006294714,0.0007727076,0.001107426,0.0005366719,0.001492173,0.001800149,0.004329676,0.1820082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003046837,"about_ca_system_score_gemma":0.007863463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1310973,"about_ca_topic_score_gemma":0.3991992,"domain_scores_codex":[0.9993618,0.00003057429,0.00001079348,0.00004946085,0.0002994937,0.0002477788],"domain_scores_gemma":[0.9988098,0.00006011791,0.00004696369,0.00005501902,0.0004877584,0.0005404031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003297336,0.00003155896,0.0001968461,0.00001283521,0.00000100975,0.00002546551,0.00001694832,0.00002374094,0.0000985498,0.001252806,0.995101,0.003206257],"study_design_scores_gemma":[0.00001956942,0.00001540354,0.00272686,0.00001298762,0.000002910538,0.000009228348,0.0001070151,0.0001148786,0.0002158772,0.0002420224,0.996524,0.000009249989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002508424,0.0002578973,0.0007654573,0.008418147,0.003914106,0.0002682664,0.01969751,0.001950368,0.9622198],"genre_scores_gemma":[0.001795973,0.00006778601,0.0001683161,0.0008876635,0.000190116,0.00005877792,0.002601058,0.0001931379,0.9940372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6338775,"threshold_uncertainty_score":0.9041493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996035247","doi":"","title":"A NEW METHOD FOR PRIORITIZING CATCHMENTS FOR TERRESTRIAL LIMING IN NOVA SCOTIA","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Environmental science; Forestry; Geography; Archaeology; Engineering","authors":[{"name":"Marley Geddes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0422122192863117,"gpt":0.3538772903158092,"spread":0.3116650710294975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007908646,0.0005069369,0.0003970231,0.003281353,0.0009238978,0.001462464,0.0006048008,0.0003466329,0.002352839],"category_scores_gemma":[0.003026111,0.0002651294,0.0003310081,0.002054429,0.0001986979,0.0003419749,0.000733453,0.0003404005,0.0002658541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003318347,"about_ca_system_score_gemma":0.005541983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6914177,"about_ca_topic_score_gemma":0.8666863,"domain_scores_codex":[0.9995409,0.00007162796,0.00003868021,0.0001073351,0.0001539979,0.00008752521],"domain_scores_gemma":[0.9987184,0.0003425218,0.0001099661,0.00004593567,0.0006687155,0.0001143929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005553244,0.0003626866,0.4370182,0.0003674447,0.0003996711,0.0008944191,0.001564154,0.08773681,0.01664589,0.003321057,0.02426416,0.4268702],"study_design_scores_gemma":[0.0001729869,0.0000894051,0.2725455,0.00009507508,0.0001580622,0.0002417407,0.002112124,0.7040212,0.004268817,0.002095657,0.0141156,0.00008382364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8042006,0.0006971038,0.153494,0.0009245911,0.0001589809,0.001157662,0.01089099,0.002038195,0.02643783],"genre_scores_gemma":[0.7773232,0.0001942977,0.2109109,0.00009184198,0.00002610265,0.0002573677,0.002683574,0.0001017413,0.008411077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3085823,"threshold_uncertainty_score":0.6207992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7098908623","doi":"","title":"World: a synonym of Amnestus pusillus Uhler (Hemiptera: Heteroptera: Cydnidae)","year":2013,"lang":"en","type":"article","venue":"","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Synonym (taxonomy); Character (mathematics); Genus; Subfamily; Western hemisphere; Taxonomy (biology); Similarity (geometry)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005250388856216275,"gpt":0.1796700965759895,"spread":0.1744197077197732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002996563,0.001004975,0.0004803918,0.002625876,0.001035852,0.0008338431,0.0006491155,0.0005066306,0.0045673],"category_scores_gemma":[0.0003856079,0.0001915653,0.0002328189,0.001368362,0.001199099,0.001801674,0.001926035,0.00118298,0.002325145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005628896,"about_ca_system_score_gemma":0.0005669584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003575966,"about_ca_topic_score_gemma":0.005092575,"domain_scores_codex":[0.9996929,0.00005336781,0.00004505083,0.00007961676,0.00007826216,0.00005074552],"domain_scores_gemma":[0.9998404,0.00002023669,0.00006312526,0.00001132485,0.0000361677,0.00002874516],"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":[0.0003571027,0.00008082855,0.01656253,0.001122516,0.00007664292,0.00275864,0.006003708,0.0002020123,0.01131978,0.03308237,0.1054126,0.8230212],"study_design_scores_gemma":[0.00001884595,0.0001531426,0.02044493,0.0002574573,0.00004060355,0.004501595,0.001118665,0.0001600846,0.0008312186,0.002312906,0.9701388,0.00002179354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3084349,0.2880989,0.04691929,0.01691726,0.06240026,0.001179113,0.006600412,0.002162777,0.2672871],"genre_scores_gemma":[0.7894746,0.07689253,0.03829681,0.007659198,0.009150992,0.0007482058,0.00393137,0.0003150385,0.07353129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0045673,"threshold_uncertainty_score":0.01527911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6987408430","doi":"","title":"Spatio-temporal analysis of temperaturersquo;s variability on the example of mean temperature of the wettest and driest quarter for Republic of Moldovarsquo;s territory","year":2023,"lang":"ro","type":"article","venue":"","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Climate change; Mean radiant temperature; Air temperature; Seasonality","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01501782428502965,"gpt":0.2126343554547681,"spread":0.1976165311697385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001895952,0.0000838304,0.000151919,0.0007888712,0.0002084327,0.0004120605,0.0001769632,0.0001759322,0.001225618],"category_scores_gemma":[0.0003716456,0.00005886933,0.0002844876,0.001162897,0.0001920908,0.0001006008,0.0002590836,0.0001429368,0.0001212741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004941727,"about_ca_system_score_gemma":0.0003085336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08745425,"about_ca_topic_score_gemma":0.1272748,"domain_scores_codex":[0.9999222,0.00001544679,0.000005539624,0.00002090299,0.00001153749,0.0000244664],"domain_scores_gemma":[0.9997994,0.00006523064,0.00004822804,0.00001953699,0.00004013067,0.00002743254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003733974,0.00007294452,0.9455212,0.00009887603,0.0002673125,0.0006344106,0.0006573853,0.02403756,0.007161453,0.002071146,0.003550766,0.0155537],"study_design_scores_gemma":[0.000003424303,0.00001531042,0.9894967,0.000007472235,0.00001660172,0.00005704804,0.0002772913,0.008413408,0.0002906442,0.00003790927,0.001379341,0.000004681051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955146,0.00008081018,0.0002422088,0.00005203411,0.000007188939,0.000003708529,0.002865503,0.0000265599,0.001207348],"genre_scores_gemma":[0.998171,0.00002839582,0.0002451624,0.000003120785,0.000003037085,0.000004745382,0.00129568,0.000003925826,0.0002448782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08745425,"threshold_uncertainty_score":0.1738904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4256488231","doi":"10.31223/osf.io/u7ax8","title":"Mercury loading within the Selenga River Basin and Lake Baikal, Siberia","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Environment and Climate Change Canada","funders":"Natural Environment Research Council; Irkutsk State University; Russian Foundation for Basic Research; Siberian Branch, Russian Academy of Sciences; Sight Research UK; Russian Science Foundation","keywords":"Mercury (programming language); Structural basin; Geology; Estuary; Sediment; Pelagic zone; Oceanography; Environmental science; Drainage basin; Delta; Methylmercury; Hydrology (agriculture); Physical geography; Bioaccumulation; Ecology; Geography; Geomorphology","authors":[{"name":"Sarah C. M. Roberts","is_ca":true},{"name":"Jennifer Adams","is_ca":false},{"name":"Anson W. Mackay","is_ca":true},{"name":"George E. A. Swann","is_ca":false},{"name":"Suzanne McGowan","is_ca":false},{"name":"Neil L. Rose","is_ca":false},{"name":"Virginia N. Panizzo","is_ca":false},{"name":"Handong Yang","is_ca":false},{"name":"E. G. Vologina","is_ca":false},{"name":"Michael Sturm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01178696198117732,"gpt":0.204073053871046,"spread":0.1922860918898687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002956243,0.0004573654,0.00045629,0.001471983,0.001528726,0.001090493,0.0003524062,0.0003966652,0.0011299],"category_scores_gemma":[0.0003810661,0.0002707867,0.0003998082,0.001714545,0.00080878,0.0006879648,0.001594622,0.0002920247,0.0001895948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982537,"about_ca_system_score_gemma":0.002113534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1387262,"about_ca_topic_score_gemma":0.1917672,"domain_scores_codex":[0.9998199,0.000023186,0.00002185702,0.00005751412,0.00003834845,0.00003921972],"domain_scores_gemma":[0.9998618,0.00001492362,0.00003614869,0.000009842771,0.00004596287,0.00003127576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001970601,0.00007025568,0.9673389,0.0001066157,0.000306382,0.001204328,0.003120229,0.0006853475,0.01244635,0.0002150691,0.0004057738,0.01390366],"study_design_scores_gemma":[0.00000707045,0.00001476179,0.9979196,0.00001219513,0.00002970781,0.0001101987,0.0009607524,0.0003393562,0.0002100556,0.00004528733,0.0003439288,0.000007057502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986655,0.0002021014,0.0000541521,0.00006636449,0.000003344496,0.000004426813,0.0001674885,0.00001132143,0.0008253754],"genre_scores_gemma":[0.9992509,0.00009787746,0.00008611575,0.0000239849,0.000002666862,0.000007383513,0.000238162,0.000003743681,0.0002892073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1387262,"threshold_uncertainty_score":0.2758375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412087939","doi":"10.32942/x25353","title":"Nature restoration legislation means redefining targets and forecasting progress","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Novo Nordisk Fonden","keywords":"Legislation; Environmental planning; Business; Environmental resource management; Political science; Economics; Geography; Law","authors":[{"name":"Signe Normand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0202405712246206,"gpt":0.2424957903073792,"spread":0.2222552190827586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00965561,0.001166668,0.0008875034,0.002744217,0.001123678,0.006885303,0.001527235,0.003318771,0.005287108],"category_scores_gemma":[0.02922464,0.0004380754,0.000667946,0.00253541,0.00294664,0.009243788,0.002733408,0.003859831,0.001662366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003682121,"about_ca_system_score_gemma":0.0064144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085022,"about_ca_topic_score_gemma":0.008921206,"domain_scores_codex":[0.9927689,0.002367663,0.0004914718,0.001573976,0.002360104,0.0004379332],"domain_scores_gemma":[0.9844343,0.006499493,0.004403491,0.002014645,0.002145428,0.0005025737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008062687,0.0003333122,0.02677642,0.0004695881,0.00009710342,0.0001873525,0.002174553,0.2000408,0.00154975,0.4695844,0.0362983,0.2624078],"study_design_scores_gemma":[0.00002340909,0.0002246315,0.01635169,0.0008363978,0.0000567674,0.0001558598,0.002044728,0.2666664,0.004456719,0.5904498,0.1185053,0.000228413],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0539559,0.001609112,0.7991225,0.04061574,0.001112784,0.0004551445,0.002511504,0.002795806,0.09782146],"genre_scores_gemma":[0.740971,0.002441104,0.2419154,0.001194471,0.0004281273,0.0005265459,0.001721675,0.0005407945,0.01026081],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01085022,"threshold_uncertainty_score":0.05106437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406883117","doi":"10.71330/nucleus.41.01-4.1073","title":"SPECIFYING THE CONSPICUOUS FEATURES OF THE OZONE LAYER DEPLETION FOR PAKISTANâ€™S ATMOSPHERIC REGION","year":2020,"lang":"en","type":"article","venue":"The Nucleus","topic":"Water Resources and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ozone layer; Ozone depletion; Layer (electronics); Atmospheric sciences; Environmental science; Ozone; Meteorology; Climatology; Geology; Geography; Materials science; Nanotechnology","authors":[{"name":"M. Ayub Khan Yousuf Zai","is_ca":false},{"name":"J. Qaumar","is_ca":false},{"name":"M.R. K. Ansari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02688230347794192,"gpt":0.2158960006724461,"spread":0.1890136971945041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001960564,0.00008725753,0.00006974649,0.0003468457,0.0001873591,0.0003291637,0.0001794717,0.0001852341,0.002087813],"category_scores_gemma":[0.0008966881,0.00004959705,0.0001785103,0.0004605245,0.0001219716,0.0002587415,0.0001564198,0.0002092788,0.0002307521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900571,"about_ca_system_score_gemma":0.0003518423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01650091,"about_ca_topic_score_gemma":0.02350348,"domain_scores_codex":[0.9999142,0.00001559684,0.00000746761,0.00001679498,0.00002676808,0.00001908791],"domain_scores_gemma":[0.999689,0.0001522128,0.00006713423,0.00003524222,0.00004683772,0.000009685173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003872773,0.0001107884,0.6099528,0.0004408961,0.00006795273,0.001590952,0.002578013,0.08389619,0.05358123,0.04692058,0.009903125,0.1905702],"study_design_scores_gemma":[0.00001492635,0.0002053344,0.7788237,0.00006687793,0.00005690771,0.001063495,0.002682486,0.1206687,0.03236866,0.01021272,0.05377888,0.00005731112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9081178,0.0002788016,0.06208311,0.0002960218,0.0000380853,0.00005105108,0.008105022,0.0003555054,0.02067465],"genre_scores_gemma":[0.9858742,0.0001175436,0.01052395,0.00001221506,0.000006800727,0.00002023838,0.001895031,0.00001171576,0.001538284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01650091,"threshold_uncertainty_score":0.03280973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}