{"meta":{"query_hash":"8f828550dcea","filters":{"venue":"Nature Water"},"cohort_total":33,"direct_labels_cover":0,"predictions_cover":33,"exported":33,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/8f828550dcea","api":"https://metacan.xera.ac/api/v1/cohort?venue=Nature+Water"},"results":[{"id":"W4317433589","doi":"10.1038/s44221-022-00001-4","title":"Revisiting Mt Fuji’s groundwater origins with helium, vanadium and environmental DNA tracers","year":2023,"lang":"en","type":"article","venue":"Nature Water","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Geological Survey of Canada","funders":"Ministry of Land, Infrastructure, Transport and Tourism; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Groundwater; Aquifer; Geology; Earth science; Trench; Groundwater flow; Hydrology (agriculture); Geochemistry; Geomorphology","score_opus":0.004379257010675624,"score_gpt":0.19741398387976306,"score_spread":0.19303472686908743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317433589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948397,0.0013369907,0.0018822541,0.00030683805,0.0000118166645,0.000007988863,0.0000911718,0.000017440714,0.0015057701],"genre_scores_gemma":[0.9968548,0.000577441,0.0019068617,0.00007765117,0.0000069484195,0.0000030989252,0.00006526101,0.000007473087,0.0005003843],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998503,0.000019615909,0.000007010281,0.000053982843,0.00003473041,0.000034335284],"domain_scores_gemma":[0.9998661,0.00003471245,0.000032586016,0.0000098620185,0.00003323328,0.000023471272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036836165,0.00036715964,0.0003094527,0.00093519065,0.0008851392,0.00071508763,0.00039073644,0.00047938337,0.00069264],"category_scores_gemma":[0.00052746985,0.00019890565,0.00013203404,0.0011304606,0.0009735809,0.0010363024,0.0010095326,0.0004933514,0.00009875321],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027109668,0.000036169567,0.443675,0.00025740912,0.00005894677,0.0017427973,0.0067203226,0.0008440527,0.46729928,0.003788175,0.00032230513,0.074984394],"study_design_scores_gemma":[0.00001838837,0.00038211246,0.8518444,0.00022039472,0.0001425416,0.0015149241,0.020884084,0.007666654,0.075585075,0.006621518,0.035049926,0.000070011214],"about_ca_topic_score_codex":0.029949494,"about_ca_topic_score_gemma":0.09344517,"teacher_disagreement_score":0.029949494,"about_ca_system_score_codex":0.00095082464,"about_ca_system_score_gemma":0.0007307986,"threshold_uncertainty_score":0.059550345},"labels":[],"label_agreement":null},{"id":"W4324032749","doi":"10.1038/s44221-023-00051-2","title":"Transboundary water governance needs an intergenerational perspective","year":2023,"lang":"en","type":"article","venue":"Nature Water","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Wildlife Fund Canada","funders":"","keywords":"Perspective (graphical); Corporate governance; Action (physics); Environmental planning; Sociology; Political science; Process management; Public relations; Environmental resource management; Business; Geography; Environmental science; Computer science","score_opus":0.012186347360031725,"score_gpt":0.29890135807660856,"score_spread":0.28671501071657685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324032749","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.207539,0.010286995,0.052342005,0.18737034,0.001498365,0.00009373411,0.00030877016,0.0000733832,0.5404874],"genre_scores_gemma":[0.9738893,0.00477338,0.002695332,0.0029011683,0.000281013,0.000044820754,0.000050406594,0.000020902427,0.015343703],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99926883,0.00032664856,0.000023068093,0.00008023761,0.00011954479,0.00018158705],"domain_scores_gemma":[0.9976463,0.0010659369,0.00019987058,0.0002923335,0.0004318024,0.00036365606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018336095,0.00028443141,0.00023079723,0.00086922746,0.0019003828,0.00461319,0.000653062,0.0017355153,0.009738463],"category_scores_gemma":[0.002627748,0.00018653108,0.00022382873,0.0011006728,0.0056453524,0.011477326,0.0028407963,0.0018867925,0.0003393825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010396618,0.0000822305,0.0053329817,0.000041448726,0.000014933955,0.00033279444,0.0051724515,0.0011177551,0.00030687012,0.95447665,0.004021688,0.029089713],"study_design_scores_gemma":[0.000004546889,0.000051041497,0.010416289,0.00016402523,0.00002242976,0.00040760695,0.026184676,0.0013533063,0.00029372398,0.83882236,0.12225793,0.000022147568],"about_ca_topic_score_codex":0.006170702,"about_ca_topic_score_gemma":0.012734052,"teacher_disagreement_score":0.009738463,"about_ca_system_score_codex":0.0023926813,"about_ca_system_score_gemma":0.0019471371,"threshold_uncertainty_score":0.03257847},"labels":[],"label_agreement":null},{"id":"W4362664841","doi":"10.1038/s44221-023-00057-w","title":"National hydrologic connectivity classification links wetlands with stream water quality","year":2023,"lang":"en","type":"article","venue":"Nature Water","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Oak Ridge Institute for Science and Education; Office of Research and Development; U.S. Department of Energy; U.S. Environmental Protection Agency; Natural Sciences and Engineering Research Council of Canada; U.S. Geological Survey","keywords":"Riparian zone; Wetland; Environmental science; Hydrology (agriculture); Water quality; STREAMS; Eutrophication; Ecology; Geology; Habitat; Nutrient","score_opus":0.017986974202177358,"score_gpt":0.26487072428832237,"score_spread":0.24688375008614502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362664841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99398947,0.000040418232,0.0005909578,0.00009388204,0.0000038166236,0.00001312636,0.0036259776,0.000030503958,0.0016118414],"genre_scores_gemma":[0.9947162,0.000031830652,0.0010416331,0.000019119812,0.0000055112555,0.00001690157,0.003932466,0.000006033893,0.00023035322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998467,0.00003016896,0.00001975058,0.000047043297,0.000027698035,0.000028658296],"domain_scores_gemma":[0.99904245,0.00017341135,0.00043680382,0.000067816436,0.00018206364,0.00009733694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026523106,0.00010231098,0.00007756902,0.0012621117,0.00021653023,0.00034446103,0.00015913647,0.00008827126,0.0016688657],"category_scores_gemma":[0.0012867778,0.000053967786,0.00015131006,0.0010596026,0.00014400698,0.0003026183,0.0006198407,0.00015310754,0.00011953815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019993768,0.000010861511,0.9925202,0.00000698767,0.000028612503,0.00001793483,0.0000507818,0.0003075609,0.0003027103,0.000140966,0.0009437135,0.005649794],"study_design_scores_gemma":[0.0000022145348,0.0000081329335,0.9978828,0.000003852803,0.000010009626,0.000024548586,0.00012033422,0.0010920956,0.00010134442,0.000113293376,0.0006391155,0.0000021507446],"about_ca_topic_score_codex":0.029897327,"about_ca_topic_score_gemma":0.09215316,"teacher_disagreement_score":0.029897327,"about_ca_system_score_codex":0.00036047783,"about_ca_system_score_gemma":0.0003825759,"threshold_uncertainty_score":0.059446633},"labels":[],"label_agreement":null},{"id":"W4362673602","doi":"10.1038/s44221-023-00065-w","title":"Passive ecosystem services, juxtaposed with engineered processes, can democratize wastewater treatment","year":2023,"lang":"en","type":"article","venue":"Nature Water","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Ecosystem services; Wastewater; Sewage treatment; Ecosystem; Environmental science; Surface runoff; Environmental planning; Environmental resource management; Agriculture; Business; Environmental engineering; Natural resource economics; Ecology; Economics; Biology","score_opus":0.0043700268879469815,"score_gpt":0.1830624584182116,"score_spread":0.1786924315302646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362673602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53026253,0.0037022135,0.2640426,0.018695282,0.0012721723,0.00016763176,0.00031783356,0.0015676105,0.17997216],"genre_scores_gemma":[0.97795117,0.0013819897,0.014032128,0.0005811636,0.00007465146,0.00003344713,0.000059585942,0.00007247705,0.005813413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994923,0.00012784527,0.000019330633,0.00006882241,0.0001642991,0.00012735924],"domain_scores_gemma":[0.9992513,0.00021312275,0.00013983756,0.00017858534,0.00009407412,0.00012295312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011030203,0.00037470128,0.00018651933,0.0005189961,0.0005991351,0.0027571858,0.0007779333,0.0012180309,0.0051307683],"category_scores_gemma":[0.0016542193,0.00015215528,0.00034048306,0.0004223627,0.0019445255,0.0037910936,0.0037016987,0.0013401482,0.0006609077],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027920213,0.0007900945,0.005775823,0.0006173949,0.00011212945,0.0004810827,0.0008052064,0.027247883,0.12875518,0.6058475,0.0071104397,0.22217806],"study_design_scores_gemma":[0.00011387327,0.0008166335,0.0047623473,0.0002463751,0.0001228656,0.0003734977,0.002389363,0.055252064,0.07630564,0.6627301,0.19678527,0.00010202541],"about_ca_topic_score_codex":0.0009520217,"about_ca_topic_score_gemma":0.0030680571,"teacher_disagreement_score":0.0051307683,"about_ca_system_score_codex":0.00094732974,"about_ca_system_score_gemma":0.0018386452,"threshold_uncertainty_score":0.017164111},"labels":[],"label_agreement":null},{"id":"W4382989215","doi":"10.1038/s44221-023-00107-3","title":"Thermodynamically enhanced precipitation extremes due to counterbalancing influences of anthropogenic greenhouse gases and aerosols","year":2023,"lang":"en","type":"article","venue":"Nature Water","topic":"Climate variability and models","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Precipitation; Greenhouse gas; Environmental science; Climatology; Climate change; Atmospheric sciences; Climate extremes; Ecosystem; Climate model; Global warming; Meteorology; Geography; Ecology; Geology; Oceanography","score_opus":0.009308177300642819,"score_gpt":0.25459818191030764,"score_spread":0.24529000460966482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382989215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986508,0.00009840309,0.0055481438,0.0006596823,0.00016920117,0.000018726118,0.00036408872,0.00019747541,0.006436229],"genre_scores_gemma":[0.9993349,0.000021333588,0.00022300797,0.00003204451,0.000021005848,0.000004732032,0.00005570193,0.000023406556,0.00028392125],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998764,0.000028283554,0.000008569731,0.000033081113,0.00001372611,0.000039896855],"domain_scores_gemma":[0.99978405,0.000059905706,0.000039520786,0.000030097384,0.000032579675,0.000053847438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028510718,0.00036312055,0.00036288454,0.00023472545,0.00052384805,0.0010453027,0.00059624354,0.00082495523,0.0026441743],"category_scores_gemma":[0.0012406317,0.00042752892,0.00057677005,0.00031855848,0.0006427872,0.001000493,0.0008562698,0.0008373529,0.00016145094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005378047,0.00029381373,0.02955819,0.000080725695,0.00020581615,0.0005282155,0.000099763856,0.89090073,0.05685349,0.01500885,0.0015638649,0.004368643],"study_design_scores_gemma":[0.00020541376,0.00007456563,0.039965134,0.0000057705606,0.00007031806,0.000080971105,0.000065793894,0.9465851,0.005614276,0.006701458,0.00058575504,0.00004543575],"about_ca_topic_score_codex":0.0058075185,"about_ca_topic_score_gemma":0.0047678626,"teacher_disagreement_score":0.0058075185,"about_ca_system_score_codex":0.0007859171,"about_ca_system_score_gemma":0.00079628517,"threshold_uncertainty_score":0.011547446},"labels":[],"label_agreement":null},{"id":"W4384927713","doi":"10.1038/s44221-023-00109-1","title":"Biomimetic surface engineering for sustainable water harvesting systems","year":2023,"lang":"en","type":"article","venue":"Nature Water","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":105,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Chinese Government Scholarship; Natural Sciences and Engineering Research Council of Canada","keywords":"Rainwater harvesting; Environmental science; Water scarcity; Water resources; Ecology","score_opus":0.012420420135155479,"score_gpt":0.23861526003367253,"score_spread":0.22619483989851705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384927713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9264599,0.008076904,0.050194364,0.00077585323,0.00023797459,0.0000882384,0.0002939673,0.0004023262,0.013470464],"genre_scores_gemma":[0.9764706,0.0027235728,0.014131705,0.00015482507,0.000041014737,0.000049947288,0.00015351814,0.000041360632,0.006233423],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999399,0.0000055641835,0.0000038676335,0.000010626112,0.00002365025,0.000016520962],"domain_scores_gemma":[0.99997234,0.000005453472,0.0000068189534,0.0000037093107,0.000007750681,0.000004005614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008971578,0.00024680045,0.00016077439,0.00014316331,0.00014035037,0.0002721289,0.00020695949,0.00034206166,0.0012224313],"category_scores_gemma":[0.00010294111,0.00015120434,0.00016259572,0.00012919535,0.0001436441,0.00035737397,0.0002752576,0.00044462402,0.00039674537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072743387,0.00001571443,0.000034903805,0.000057819998,0.0000028800857,0.000018321201,0.000009333757,0.00023543058,0.995488,0.0005926544,0.000110422516,0.0034273132],"study_design_scores_gemma":[0.000004119904,0.00008259241,0.00026732343,0.0000043810587,0.0000047999965,0.00004817159,0.000011819759,0.0027128584,0.9922232,0.00031538826,0.0043203062,0.000005048144],"about_ca_topic_score_codex":0.0003059139,"about_ca_topic_score_gemma":0.00082999485,"teacher_disagreement_score":0.0012224313,"about_ca_system_score_codex":0.00025261243,"about_ca_system_score_gemma":0.00014218828,"threshold_uncertainty_score":0.004089415},"labels":[],"label_agreement":null},{"id":"W4387580130","doi":"10.1038/s44221-023-00146-w","title":"Acknowledging, measuring and acting on the importance of water for food and nutrition","year":2023,"lang":"en","type":"article","venue":"Nature Water","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Leverhulme Trust","keywords":"Agriculture; Context (archaeology); Food insecurity; Action (physics); Business; Food systems; Food security; Natural resource economics; Economics; Geography","score_opus":0.023421721094724544,"score_gpt":0.27313113810657386,"score_spread":0.24970941701184932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387580130","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4140059,0.010266361,0.025124723,0.45281085,0.0041180286,0.00016506409,0.00006820436,0.00018265058,0.09325822],"genre_scores_gemma":[0.94921094,0.010410432,0.016221065,0.019052858,0.00040455128,0.000099719306,0.000030344472,0.000053786527,0.0045163147],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9859633,0.0088914195,0.00051464024,0.00049743877,0.0029161656,0.0012169685],"domain_scores_gemma":[0.9674801,0.01675943,0.004236086,0.0009917336,0.0045363605,0.0059962645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019434413,0.000303028,0.00043745784,0.00066096726,0.005176699,0.006436129,0.001231569,0.002733754,0.0019363537],"category_scores_gemma":[0.054701276,0.0004340552,0.0002970341,0.0004955463,0.010912096,0.008144168,0.0065212697,0.008786452,0.00034636105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056966426,0.00042109995,0.0846636,0.000974378,0.00010043263,0.0011665345,0.53727746,0.00062938663,0.0061901086,0.026200408,0.05696298,0.28535664],"study_design_scores_gemma":[0.000010499133,0.00037675386,0.044730175,0.0021861088,0.000048117727,0.00087131653,0.74357384,0.0006238645,0.0024472184,0.047779046,0.15715268,0.0002003537],"about_ca_topic_score_codex":0.012030747,"about_ca_topic_score_gemma":0.024537047,"teacher_disagreement_score":0.019434413,"about_ca_system_score_codex":0.0027865083,"about_ca_system_score_gemma":0.015332415,"threshold_uncertainty_score":0.10278022},"labels":[],"label_agreement":null},{"id":"W4387666783","doi":"10.1038/s44221-023-00143-z","title":"More than carbon sticks","year":2023,"lang":"en","type":"article","venue":"Nature Water","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Climate change; Water cycle; Flood myth; Carbon cycle; Environmental science; Ecosystem; Environmental resource management; Tree planting; Agroforestry; Geography; Ecology; Biology","score_opus":0.0036203388567388555,"score_gpt":0.20505985945726188,"score_spread":0.20143952060052303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387666783","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015637616,0.009360571,0.0109531395,0.086071506,0.026833609,0.0001244882,0.0014122428,0.001503551,0.8481033],"genre_scores_gemma":[0.12406373,0.0045752265,0.007071087,0.03040951,0.005867853,0.000119993594,0.000876425,0.0009755071,0.8260406],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9977756,0.0003803679,0.000085684325,0.00043397886,0.0010170207,0.0003074247],"domain_scores_gemma":[0.99538827,0.00061680074,0.00028782847,0.0012332263,0.0010821794,0.00139162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016446515,0.00081808603,0.0008069247,0.0019513227,0.003932642,0.0063095223,0.0015322238,0.003599857,0.21602455],"category_scores_gemma":[0.0071889604,0.0004178263,0.00063465995,0.0026023125,0.0041318894,0.010981566,0.0052893637,0.0037850493,0.03827121],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027650574,0.0001235693,0.0017919375,0.00032117806,0.00007522125,0.0002908381,0.0006666897,0.00059444644,0.0012961733,0.34194726,0.4391879,0.21342832],"study_design_scores_gemma":[0.000016129441,0.00003180417,0.00049733586,0.00009447263,0.000010091332,0.00007180693,0.00035534453,0.000116405965,0.0001819664,0.04356309,0.95504075,0.000020874182],"about_ca_topic_score_codex":0.007500962,"about_ca_topic_score_gemma":0.013112068,"teacher_disagreement_score":0.21602455,"about_ca_system_score_codex":0.002582142,"about_ca_system_score_gemma":0.0024204117,"threshold_uncertainty_score":0.72267413},"labels":[],"label_agreement":null},{"id":"W4389737354","doi":"10.1038/s44221-023-00172-8","title":"Disparities across global water models","year":2023,"lang":"en","type":"article","venue":"Nature Water","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Forcing (mathematics); Water cycle; Environmental science; Climatology; Computer science; Econometrics; Mathematics; Ecology; Geology; Biology","score_opus":0.009010250500929696,"score_gpt":0.2517275011021633,"score_spread":0.24271725060123361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389737354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7573316,0.0021571105,0.015649023,0.01707811,0.00032379007,0.00006612886,0.004073452,0.00028562738,0.20303509],"genre_scores_gemma":[0.9947279,0.00044434125,0.0014399032,0.00036767338,0.000037227906,0.000017435643,0.0011526637,0.00010820531,0.0017047503],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972631,0.0010504449,0.00013120755,0.0006161609,0.0006479867,0.00029109113],"domain_scores_gemma":[0.9942516,0.0023410902,0.00054064475,0.0013405853,0.0013072647,0.0002188888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066654067,0.00031074023,0.0006290193,0.0017810226,0.0012667291,0.0033277567,0.0007968594,0.00080532546,0.00872521],"category_scores_gemma":[0.028715057,0.00022744507,0.00047706123,0.0033624521,0.0015708362,0.0048860917,0.0033505654,0.0012895052,0.0005338101],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026122882,0.0001330108,0.18395196,0.0001888569,0.0003384665,0.00011450097,0.0042191464,0.050245002,0.00053691276,0.65437233,0.01563174,0.090006925],"study_design_scores_gemma":[0.00008974848,0.00010969453,0.23005477,0.0005945529,0.00034761222,0.00010249607,0.010138712,0.08919868,0.0013102955,0.5630041,0.10495706,0.00009237936],"about_ca_topic_score_codex":0.044545744,"about_ca_topic_score_gemma":0.06379206,"teacher_disagreement_score":0.044545744,"about_ca_system_score_codex":0.004029174,"about_ca_system_score_gemma":0.0035510054,"threshold_uncertainty_score":0.08857292},"labels":[],"label_agreement":null},{"id":"W4390587952","doi":"10.1038/s44221-023-00175-5","title":"Lattice engineered nanoscale Fe0 for selective reductions","year":2024,"lang":"en","type":"article","venue":"Nature Water","topic":"Environmental remediation with nanomaterials","field":"Engineering","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China","keywords":"Nanomaterials; Lattice (music); Materials science; Selectivity; Nanoscopic scale; Doping; Crystal structure; Nanotechnology; Chemical physics; Chemical engineering; Chemistry; Catalysis; Crystallography; Organic chemistry; Optoelectronics; Physics","score_opus":0.004098098152851552,"score_gpt":0.21346139879576206,"score_spread":0.2093633006429105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390587952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.943958,0.0016477704,0.038993634,0.00015456513,0.00011427511,0.000050604733,0.00031099093,0.00054095674,0.014229123],"genre_scores_gemma":[0.97685367,0.0005519399,0.018546259,0.000058562626,0.000012018327,0.000024809393,0.00019959724,0.000048208563,0.0037048794],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999522,0.0000047298463,0.000003234232,0.000012728928,0.000018366998,0.000008812615],"domain_scores_gemma":[0.9999696,0.000006913416,0.00000802274,0.0000042754414,0.000006920692,0.000004305844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068352114,0.00023996219,0.00008779302,0.0001029312,0.00009465133,0.0001673094,0.00017150023,0.00021704532,0.0011040295],"category_scores_gemma":[0.00009990468,0.00012466834,0.00012157561,0.00007944586,0.00014046203,0.00022860126,0.00016070863,0.00027734338,0.00043286476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011666149,0.00000828351,0.000046839414,0.000030778832,0.0000023474045,0.000015168888,0.000007962621,0.00012603047,0.99668187,0.00042561884,0.00007819687,0.0025652535],"study_design_scores_gemma":[0.000003464974,0.000047950783,0.00020309596,0.0000020804193,0.0000024044336,0.00004387071,0.000007032708,0.0010860488,0.99458647,0.00007366564,0.003941019,0.0000028676923],"about_ca_topic_score_codex":0.00039070705,"about_ca_topic_score_gemma":0.0013198139,"teacher_disagreement_score":0.0011040295,"about_ca_system_score_codex":0.00020292717,"about_ca_system_score_gemma":0.000105309104,"threshold_uncertainty_score":0.0036933422},"labels":[],"label_agreement":null},{"id":"W4390789337","doi":"10.1038/s44221-023-00182-6","title":"Benefits, costs and enabling conditions to achieve ‘water for all’ in rural and remote Australia","year":2024,"lang":"en","type":"article","venue":"Nature Water","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Australian Research Council; Australian National University","keywords":"Willingness to pay; Business; Population; Water infrastructure; Water quality; Water supply; Agricultural economics; Environmental health; Economics; Environmental science; Medicine; Environmental engineering","score_opus":0.05905950841023449,"score_gpt":0.26929258178656473,"score_spread":0.21023307337633024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390789337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97979754,0.00033218425,0.00257548,0.0010134174,0.0000063804528,0.0000436604,0.00028263207,0.000008033805,0.015940672],"genre_scores_gemma":[0.9990809,0.00007009635,0.0002684404,0.000018921352,0.000002409113,0.000007565354,0.000044728247,7.1778686e-7,0.00050631986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992305,0.00036720998,0.000022571829,0.0000525565,0.0001369797,0.0001902562],"domain_scores_gemma":[0.9983851,0.00067898456,0.00036993917,0.00006502143,0.00027065305,0.00023034781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121787,0.00019866362,0.00022762883,0.00055251236,0.0003125288,0.0009823143,0.00027971104,0.0004005103,0.005207547],"category_scores_gemma":[0.0045300983,0.000164639,0.00046832228,0.00066482637,0.0005950131,0.0012140394,0.001207735,0.0005373097,0.00016279616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008768798,0.00072492904,0.44610912,0.00079258025,0.00044224577,0.0026703412,0.0023996243,0.3073316,0.003941974,0.13279074,0.005257121,0.096662916],"study_design_scores_gemma":[0.00007606045,0.00072308746,0.7754983,0.00023748694,0.00019086033,0.00070531166,0.005526536,0.14928742,0.00078109384,0.054410912,0.012478143,0.000084828505],"about_ca_topic_score_codex":0.042024996,"about_ca_topic_score_gemma":0.046368495,"teacher_disagreement_score":0.042024996,"about_ca_system_score_codex":0.0024555614,"about_ca_system_score_gemma":0.0012191782,"threshold_uncertainty_score":0.083560765},"labels":[],"label_agreement":null},{"id":"W4390880631","doi":"10.1038/s44221-023-00177-3","title":"Targeting nanoplastic and microplastic removal in treated wastewater with a simple indicator","year":2024,"lang":"en","type":"article","venue":"Nature Water","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Polytechnique Montréal; Université du Québec à Montréal; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; McGill University; Killam Trusts; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Effluent; Wastewater; Suspended solids; Total suspended solids; Sewage treatment; Environmental science; Pollutant; Contamination; Current (fluid); Water treatment; STREAMS; Environmental engineering; Water quality; Pulp and paper industry; Chemistry; Engineering; Chemical oxygen demand; Computer science","score_opus":0.002361084485037501,"score_gpt":0.18470551034105714,"score_spread":0.18234442585601965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390880631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88341874,0.0013043486,0.10996947,0.0004633044,0.00022797084,0.00015209265,0.00025567412,0.0004392594,0.003769125],"genre_scores_gemma":[0.9387702,0.00088836846,0.052419394,0.00027749155,0.000044471915,0.000117275435,0.0002336976,0.000048612674,0.0072006695],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99955195,0.00006530673,0.00002593885,0.00011216537,0.0001778298,0.00006678279],"domain_scores_gemma":[0.9998317,0.000042090844,0.00004592902,0.000014533615,0.000038125436,0.000027683096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039469678,0.00049788057,0.0003297155,0.00033072103,0.00018684329,0.0005074109,0.0004352425,0.000869664,0.000546639],"category_scores_gemma":[0.00032671753,0.00027275414,0.00030621127,0.00022497897,0.00031966346,0.00039153962,0.00057222607,0.00066855224,0.00027028966],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033326698,0.000011988221,0.00008809865,0.000026770123,0.0000029645437,0.000012312525,0.000008561405,0.00007840769,0.9984553,0.000075005315,0.000038312217,0.0011688975],"study_design_scores_gemma":[0.0000033106594,0.000068818066,0.00016105395,0.0000011064272,0.000005008304,0.000021077503,0.0000047366775,0.0007492623,0.9985146,0.0000138193,0.0004541618,0.0000030908247],"about_ca_topic_score_codex":0.00040288924,"about_ca_topic_score_gemma":0.0008081998,"teacher_disagreement_score":0.000869664,"about_ca_system_score_codex":0.0004472858,"about_ca_system_score_gemma":0.000401035,"threshold_uncertainty_score":0.003245294},"labels":[],"label_agreement":null},{"id":"W4392376553","doi":"10.1038/s44221-024-00208-7","title":"Notable shifts beyond pre-industrial streamflow and soil moisture conditions transgress the planetary boundary for freshwater change","year":2024,"lang":"en","type":"article","venue":"Nature Water","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan; University of Victoria","funders":"Japan Society for the Promotion of Science; National Research Foundation of Korea; HORIZON EUROPE Framework Programme; Svenska Forskningsrådet Formas; Vetenskapsrådet; Swedish National Space Agency; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Aalto-Yliopisto; National Research Foundation; Familjen Erling-Perssons Stiftelse","keywords":"Streamflow; Environmental science; Moisture; Water content; Boundary (topology); Hydrology (agriculture); Soil science; Geology; Geography; Meteorology; Geotechnical engineering; Mathematics","score_opus":0.012861056601527237,"score_gpt":0.2357547828636659,"score_spread":0.22289372626213869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392376553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99693537,0.00009634231,0.0011912712,0.00017099302,0.000006833377,0.000002866578,0.00023608742,0.000054010936,0.0013063077],"genre_scores_gemma":[0.99959904,0.000024157649,0.00020165279,0.000010136157,0.000003192301,0.0000010096809,0.000102316306,0.0000034849354,0.00005488257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99983215,0.000039860064,0.000013173882,0.000053995765,0.00002843825,0.00003225532],"domain_scores_gemma":[0.99962556,0.000052993393,0.00013793894,0.00007165877,0.00004963075,0.00006219732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003689282,0.00011277877,0.0002065934,0.00042145714,0.00034279667,0.0006950056,0.00019132401,0.00022517404,0.0014821761],"category_scores_gemma":[0.0012450307,0.000075884134,0.0003147712,0.00063559215,0.0006678887,0.00053003215,0.000831085,0.0003106887,0.0001245025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000795565,0.000039038434,0.95674443,0.000029337763,0.00010112309,0.00012825063,0.00038714436,0.01868981,0.0041732695,0.0014943342,0.0009656377,0.017168095],"study_design_scores_gemma":[0.0000048900697,0.00001945975,0.973957,0.000012630703,0.000017045215,0.00006520703,0.000309757,0.022235505,0.0007689959,0.00081364915,0.0017841178,0.000011768294],"about_ca_topic_score_codex":0.011537456,"about_ca_topic_score_gemma":0.013671533,"teacher_disagreement_score":0.011537456,"about_ca_system_score_codex":0.0005123204,"about_ca_system_score_gemma":0.00051156135,"threshold_uncertainty_score":0.022940636},"labels":[],"label_agreement":null},{"id":"W4395663455","doi":"10.1038/s44221-024-00222-9","title":"Energy trade tempers Nile water conflict","year":2024,"lang":"en","type":"article","venue":"Nature Water","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Economic and Social Research Council; Natural Environment Research Council; Sight Research UK; UK Research and Innovation","keywords":"Energy (signal processing); Environmental science; Water resource management; Business; Physics","score_opus":0.005871203085317564,"score_gpt":0.20738926110655298,"score_spread":0.2015180580212354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395663455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762759,0.000070128306,0.0038434933,0.0006358639,0.000016515238,0.000020409552,0.00014082753,0.00001664372,0.018980086],"genre_scores_gemma":[0.99898046,0.000029462317,0.0005025778,0.000021785167,0.0000020429418,0.000008768005,0.00002254323,0.000004057044,0.00042827066],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99970394,0.00017713118,0.000010131953,0.000028905366,0.000024115847,0.000055789715],"domain_scores_gemma":[0.9993259,0.00042853318,0.00007883506,0.000045957295,0.00006937982,0.000051453488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056486396,0.00021431441,0.00033417888,0.00043362615,0.00085359777,0.0017053321,0.0004733961,0.0007406535,0.0051920568],"category_scores_gemma":[0.0028269324,0.00015147304,0.0003854954,0.000541407,0.0010836811,0.0020020667,0.0015144042,0.0007196211,0.00014722653],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017991905,0.00013750872,0.025655411,0.00007294715,0.00011596999,0.00071756274,0.0006062759,0.896246,0.0014002507,0.06459876,0.0011052882,0.009164189],"study_design_scores_gemma":[0.00014252319,0.00031834297,0.013853922,0.000058771424,0.000074018084,0.00015734424,0.005167069,0.8969149,0.0019730676,0.073530644,0.0077511505,0.000058240083],"about_ca_topic_score_codex":0.010098669,"about_ca_topic_score_gemma":0.009828236,"teacher_disagreement_score":0.010098669,"about_ca_system_score_codex":0.0012025229,"about_ca_system_score_gemma":0.00078646216,"threshold_uncertainty_score":0.020079792},"labels":[],"label_agreement":null},{"id":"W4399366723","doi":"10.1038/s44221-024-00264-z","title":"Author Correction: Energy trade tempers Nile water conflict","year":2024,"lang":"en","type":"article","venue":"Nature Water","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Energy (signal processing); Environmental science; Water resource management; Mathematics; Statistics","score_opus":0.006073294450896321,"score_gpt":0.2190687174698265,"score_spread":0.21299542301893018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399366723","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025887426,0.00050960865,0.00094827387,0.038407244,0.949038,0.000017007085,0.0016701872,0.0005321884,0.008618571],"genre_scores_gemma":[0.044139948,0.005990506,0.006744634,0.0787606,0.34013745,0.00022393277,0.0073496685,0.0038210496,0.5128323],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979838,0.0003079575,0.00029463324,0.00040332126,0.00081194437,0.00019829773],"domain_scores_gemma":[0.9858701,0.0038092425,0.0006710862,0.0010572509,0.0081587145,0.00043363677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015823036,0.0012530974,0.0009331982,0.0024021617,0.002169601,0.0030835557,0.0016394047,0.0035987848,0.10166538],"category_scores_gemma":[0.037880413,0.00061615475,0.00087193964,0.001961812,0.0011446958,0.0021256022,0.0016919104,0.0064773294,0.044620153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012675134,0.0000015905315,0.0000425709,0.000039610233,0.0000042605525,0.00010754596,0.00002372016,0.000028305589,0.000027660417,0.0009970531,0.994928,0.0037869664],"study_design_scores_gemma":[0.000013979798,0.000006063343,0.00035685286,0.00015110786,0.000010429424,0.00027291526,0.0000886354,0.00014701307,0.00023381198,0.0013592427,0.99734586,0.000014069423],"about_ca_topic_score_codex":0.009323908,"about_ca_topic_score_gemma":0.011630571,"teacher_disagreement_score":0.10166538,"about_ca_system_score_codex":0.0019230363,"about_ca_system_score_gemma":0.0029761149,"threshold_uncertainty_score":0.34010458},"labels":[],"label_agreement":null},{"id":"W4399578751","doi":"10.1038/s44221-024-00257-y","title":"Moving from fit to fitness for governing water in the Anthropocene","year":2024,"lang":"en","type":"article","venue":"Nature Water","topic":"Water resources management and optimization","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Anthropocene; Environmental ethics; Philosophy","score_opus":0.0074016704815947736,"score_gpt":0.2266555789415051,"score_spread":0.21925390845991033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399578751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69041663,0.001127433,0.27501702,0.0076012444,0.0001835581,0.00006212951,0.00019014279,0.00020291405,0.025199054],"genre_scores_gemma":[0.9712087,0.00018210523,0.025373427,0.00022882562,0.00003454197,0.000032570122,0.000060875052,0.00011717179,0.0027618492],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99932015,0.00039896285,0.00002148184,0.00010826463,0.00006651442,0.000084744555],"domain_scores_gemma":[0.9986339,0.00081536977,0.00011756955,0.00017395252,0.000119666336,0.00013942384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017439539,0.00052288856,0.0006533923,0.00057713024,0.0007053,0.001647613,0.00074433035,0.0014635532,0.0044043325],"category_scores_gemma":[0.0096591525,0.00031096043,0.0004800972,0.0004506157,0.0019595025,0.0027069023,0.0017053605,0.0016493481,0.0002767557],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015747893,0.00013549872,0.017768277,0.00012963972,0.00018667249,0.00014000857,0.0007331358,0.715637,0.0013648625,0.17788878,0.0029563268,0.0829022],"study_design_scores_gemma":[0.000028847433,0.00020683455,0.005119907,0.00006443897,0.000041127743,0.00009015773,0.0006695071,0.7544983,0.0004984159,0.2348788,0.0038701342,0.000033528708],"about_ca_topic_score_codex":0.0051102615,"about_ca_topic_score_gemma":0.006851259,"teacher_disagreement_score":0.0051102615,"about_ca_system_score_codex":0.0012949154,"about_ca_system_score_gemma":0.0007667636,"threshold_uncertainty_score":0.01473397},"labels":[],"label_agreement":null},{"id":"W4400830991","doi":"10.1038/s44221-024-00277-8","title":"Cryosphere–groundwater connectivity is a missing link in the mountain water cycle","year":2024,"lang":"en","type":"article","venue":"Nature Water","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; École de Technologie Supérieure; Université du Québec à Montréal; Dalhousie University","funders":"Akademie der Naturwissenschaften; Deutsche Forschungsgemeinschaft; Government of Canada","keywords":"Cryosphere; Water cycle; Groundwater; Geology; Hydrology (agriculture); Environmental science; Physical geography; Earth science; Climatology; Geography; Ecology; Geotechnical engineering; Sea ice","score_opus":0.011474736730862755,"score_gpt":0.2346666919283771,"score_spread":0.22319195519751436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400830991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97954845,0.0017640304,0.0022906058,0.003450936,0.000056318037,0.000008804037,0.0064325007,0.00007482747,0.0063736048],"genre_scores_gemma":[0.99758077,0.0004962244,0.00040960874,0.00015556901,0.000034674784,0.000003404943,0.0010252413,0.000013139104,0.00028124868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998926,0.000029708546,0.0000067019346,0.000029807448,0.00001584522,0.00002533511],"domain_scores_gemma":[0.9993944,0.00015397501,0.00014100144,0.00007663747,0.0001421953,0.000091645044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025789402,0.0001080646,0.00021357414,0.00043066996,0.0005203285,0.00094697636,0.00027769295,0.00028624514,0.0035570373],"category_scores_gemma":[0.0015395568,0.00013565434,0.00011844119,0.0015328621,0.00047120245,0.0020933135,0.0005473084,0.0003922642,0.00020650536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017868097,0.000042154374,0.903822,0.00020054477,0.00025556594,0.00014881506,0.0018499321,0.002776187,0.003452504,0.014172872,0.00662301,0.06647763],"study_design_scores_gemma":[0.0000113422275,0.00003992757,0.96208084,0.00013972582,0.00010625219,0.0000712567,0.0019317623,0.0034168707,0.00040480742,0.011674809,0.020102477,0.000020025405],"about_ca_topic_score_codex":0.06551798,"about_ca_topic_score_gemma":0.101300836,"teacher_disagreement_score":0.06551798,"about_ca_system_score_codex":0.00049162534,"about_ca_system_score_gemma":0.00092195655,"threshold_uncertainty_score":0.13027322},"labels":[],"label_agreement":null},{"id":"W4401585915","doi":"10.1038/s44221-024-00286-7","title":"Wastewater production footprint of conventional and unconventional oil and gas wells in North America","year":2024,"lang":"en","type":"article","venue":"Nature Water","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Suncor Energy (Canada)","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Produced water; Unconventional oil; Hydraulic fracturing; Environmental science; Salinity; Wastewater; Fossil fuel; Petroleum engineering; Extraction (chemistry); Natural gas; Volume (thermodynamics); Energy source; Waste management; Environmental engineering; Geology; Chemistry; Engineering","score_opus":0.002669719554762656,"score_gpt":0.18446363979675168,"score_spread":0.181793920241989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401585915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975441,0.00014257577,0.00010518072,0.00012696513,0.0000024623935,0.000002458726,0.0008256151,0.0000057136895,0.0012449948],"genre_scores_gemma":[0.9983511,0.00015496508,0.00016619303,0.000035618083,0.0000018821776,0.0000044108283,0.0004188271,0.0000018937367,0.00086510344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99981683,0.0000395536,0.0000113124715,0.000044522618,0.00005568948,0.00003211208],"domain_scores_gemma":[0.999648,0.00006295585,0.00011250495,0.000013445337,0.00012526763,0.000037852933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015339893,0.00011905707,0.00013678138,0.00053046376,0.0002752744,0.00056490646,0.00021425761,0.00026725646,0.0006400189],"category_scores_gemma":[0.00024571762,0.00011294407,0.000254098,0.0013135049,0.00025127735,0.00042347403,0.00030696508,0.00015790804,0.00006095767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037620717,0.00014136362,0.959651,0.00009884274,0.00015637277,0.0003687875,0.0008191117,0.0041229813,0.009436495,0.00085679285,0.0018704887,0.022101425],"study_design_scores_gemma":[0.000003769144,0.000023803876,0.99451077,0.000009272072,0.000027051588,0.00005709632,0.0015703391,0.0016131543,0.0008031637,0.000116640455,0.0012588295,0.000005971287],"about_ca_topic_score_codex":0.35112008,"about_ca_topic_score_gemma":0.62928057,"teacher_disagreement_score":0.35112008,"about_ca_system_score_codex":0.0022521364,"about_ca_system_score_gemma":0.0012511744,"threshold_uncertainty_score":0.69815266},"labels":[],"label_agreement":null},{"id":"W4402394315","doi":"10.1038/s44221-024-00303-9","title":"Using water and wastewater decentralization to enhance the resilience and sustainability of cities","year":2024,"lang":"en","type":"article","venue":"Nature Water","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bioinformatics Solutions (Canada)","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Agencia Nacional de Investigación y Desarrollo; Centro de Desarrollo Urbano Sustentable","keywords":"Decentralization; Resilience (materials science); Sustainability; Wastewater; Environmental planning; Business; Natural resource economics; Environmental science; Environmental engineering; Economics; Market economy","score_opus":0.004842210052608445,"score_gpt":0.25638328008117667,"score_spread":0.25154107002856824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402394315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74664015,0.00023231664,0.22723933,0.0013931012,0.00006054576,0.00013614199,0.00017076048,0.00043206956,0.023695556],"genre_scores_gemma":[0.99466383,0.00006779085,0.0040037953,0.000020325348,0.00000505407,0.000024445537,0.000013580246,0.000013008656,0.0011880533],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99971396,0.00010691571,0.000008527661,0.000054779062,0.000036705966,0.00007898452],"domain_scores_gemma":[0.9994466,0.00013678006,0.00016936327,0.0001100334,0.000060759783,0.00007637923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000538996,0.0003418193,0.00042426577,0.00035249707,0.00060959917,0.0013114074,0.0006617224,0.00057419564,0.0027318187],"category_scores_gemma":[0.0013510147,0.00024849366,0.00068628654,0.00034250185,0.0014431188,0.002224771,0.0020083762,0.0005644261,0.00015898966],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073254785,0.00007898478,0.0027603782,0.00005624465,0.000035539353,0.00013841839,0.000086466076,0.9246737,0.005836956,0.059163757,0.0003772995,0.0067190547],"study_design_scores_gemma":[0.00006108101,0.00017653975,0.003990486,0.000031707095,0.000045153483,0.00005970016,0.0004552723,0.9140841,0.0030713724,0.07419714,0.0037895946,0.000037946575],"about_ca_topic_score_codex":0.008811038,"about_ca_topic_score_gemma":0.009513293,"teacher_disagreement_score":0.008811038,"about_ca_system_score_codex":0.0021293235,"about_ca_system_score_gemma":0.0013347218,"threshold_uncertainty_score":0.017519474},"labels":[],"label_agreement":null},{"id":"W4402521656","doi":"10.1038/s44221-024-00308-4","title":"Quantifying women in the water workforce","year":2024,"lang":"en","type":"article","venue":"Nature Water","topic":"Social and Economic Development in India","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"","keywords":"Workforce; Business; Economics; Economic growth","score_opus":0.034458614545965154,"score_gpt":0.32020232365466716,"score_spread":0.285743709108702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402521656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97840893,0.00033012827,0.001486105,0.0022704524,0.00004767801,0.000049589584,0.0010022039,0.0000056723757,0.016399246],"genre_scores_gemma":[0.9960161,0.00013099026,0.00035176074,0.00014169423,0.000015414691,0.0000318242,0.00015400577,0.0000025046306,0.00315555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998516,0.00046853285,0.000033140335,0.00013157213,0.0001726436,0.0006781669],"domain_scores_gemma":[0.99727076,0.0012538492,0.00043968126,0.00009280967,0.00030383735,0.0006390809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017787066,0.0002328224,0.00020833233,0.000999108,0.001014785,0.001471711,0.0005413404,0.0005919856,0.005813576],"category_scores_gemma":[0.007243632,0.00017795626,0.00025272518,0.0012785303,0.0008713416,0.0011329844,0.0019518028,0.0006695811,0.0006776839],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012469538,0.000125903,0.9557666,0.0000786198,0.00004758152,0.00011159154,0.007085344,0.0016505898,0.0005461284,0.006460262,0.0025912477,0.025411455],"study_design_scores_gemma":[0.000011378307,0.00023992467,0.85127854,0.00020251409,0.00006462895,0.00012026147,0.10942589,0.0048004,0.0009539463,0.0076363143,0.025238335,0.000027786224],"about_ca_topic_score_codex":0.049752858,"about_ca_topic_score_gemma":0.077280074,"teacher_disagreement_score":0.049752858,"about_ca_system_score_codex":0.001827783,"about_ca_system_score_gemma":0.003120443,"threshold_uncertainty_score":0.098926544},"labels":[],"label_agreement":null},{"id":"W4402637001","doi":"10.1038/s44221-024-00298-3","title":"Biogeochemical and community ecology responses to the wetting of non-perennial streams","year":2024,"lang":"en","type":"article","venue":"Nature Water","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Biogeochemical cycle; STREAMS; Perennial stream; Ecology; Environmental science; Perennial plant; Biology; Computer science","score_opus":0.006279875247301778,"score_gpt":0.2230646713047215,"score_spread":0.2167847960574197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402637001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999843,0.000008612687,0.000016390024,0.0000036232407,8.15448e-7,9.074529e-7,0.000021441754,6.8355297e-7,0.000104502506],"genre_scores_gemma":[0.9996315,0.000014714136,0.000032759508,0.000007990415,0.0000021020169,0.000001924274,0.00006919293,8.5628085e-7,0.0002387831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99991024,0.000027338416,0.0000073407023,0.000017958013,0.000015830714,0.000021227843],"domain_scores_gemma":[0.99957126,0.00008387248,0.00015557319,0.000015774267,0.000053096286,0.000120349105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019268111,0.00009242888,0.00012940408,0.00026356027,0.00024713908,0.0004435612,0.0001246176,0.0001659465,0.0014851353],"category_scores_gemma":[0.0006440114,0.00010447482,0.00013981275,0.00020585033,0.00022194545,0.00019953308,0.0002591286,0.00019851858,0.00007543508],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016125803,0.00034471072,0.8004396,0.00006443456,0.00018988574,0.00018162101,0.00057310023,0.0011804395,0.18526612,0.00011336919,0.00019678636,0.009837338],"study_design_scores_gemma":[0.0000028686418,0.0001002912,0.9984975,0.0000010629445,0.0000068959216,0.000026692913,0.00012971654,0.00047045952,0.0006829467,0.000020113543,0.00006009744,0.0000013269191],"about_ca_topic_score_codex":0.0038007118,"about_ca_topic_score_gemma":0.012437202,"teacher_disagreement_score":0.0038007118,"about_ca_system_score_codex":0.00024102196,"about_ca_system_score_gemma":0.00013814127,"threshold_uncertainty_score":0.0075572133},"labels":[],"label_agreement":null},{"id":"W4403770263","doi":"10.1038/s44221-024-00333-3","title":"Faecal contamination of the world’s harbours","year":2024,"lang":"en","type":"article","venue":"Nature Water","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"U.S. Environmental Protection Agency","keywords":"Contamination; Environmental science; Environmental chemistry; Chemistry; Biology; Ecology","score_opus":0.005402930512124611,"score_gpt":0.24687234982362874,"score_spread":0.24146941931150412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403770263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996885,0.0004886777,0.00019831152,0.00015416308,0.000019270263,0.0000037724537,0.00020048923,0.000005087519,0.002045191],"genre_scores_gemma":[0.9980343,0.0004795171,0.00015736357,0.000039368668,0.00001627373,0.0000017087145,0.00015772521,0.000002000122,0.0011118638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99976975,0.00005895514,0.000013687525,0.000026832427,0.00007951315,0.00005126905],"domain_scores_gemma":[0.999688,0.000045027457,0.000111020876,0.000020389925,0.00009308319,0.00004246927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025644296,0.0002774333,0.000109154535,0.0011682349,0.00047433403,0.0007053525,0.00016892943,0.0003104752,0.00079262373],"category_scores_gemma":[0.00054121815,0.00013947133,0.00019451856,0.0011256556,0.000646495,0.00022363823,0.00029862678,0.0002326804,0.00012336634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004985466,0.00010222777,0.9218194,0.00012357652,0.00008505854,0.0011315696,0.0013526786,0.00032144456,0.036676913,0.00039344098,0.0008645196,0.036630705],"study_design_scores_gemma":[0.000007797763,0.0004001252,0.9841973,0.000029657054,0.000043168784,0.00082242116,0.0017444587,0.00029761787,0.0081280945,0.00022265287,0.0040954025,0.000011240757],"about_ca_topic_score_codex":0.032327853,"about_ca_topic_score_gemma":0.034101814,"teacher_disagreement_score":0.032327853,"about_ca_system_score_codex":0.0004221194,"about_ca_system_score_gemma":0.0005030694,"threshold_uncertainty_score":0.06427938},"labels":[],"label_agreement":null},{"id":"W4404334062","doi":"10.1038/s44221-024-00336-0","title":"A portfolio approach to achieving universal sanitation","year":2024,"lang":"en","type":"article","venue":"Nature Water","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Sanitation; Portfolio; Business; Computer science; Environmental science; Finance; Environmental engineering","score_opus":0.007983579991736,"score_gpt":0.2612419797688669,"score_spread":0.25325839977713094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404334062","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026541103,0.0011211341,0.5437923,0.03651462,0.00046397714,0.00051229226,0.00012421937,0.00043339576,0.39049694],"genre_scores_gemma":[0.6240004,0.002488095,0.2923545,0.00329052,0.00021750419,0.00084157404,0.00014497209,0.00015074095,0.07651172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9949018,0.0028865917,0.0001753235,0.00047191346,0.0010766375,0.0004877974],"domain_scores_gemma":[0.9975829,0.00058590557,0.00021775042,0.00029713634,0.0006159556,0.00070029014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060634417,0.00076925854,0.00045852462,0.0018351094,0.0031676136,0.007657033,0.0020305966,0.0020646488,0.011957887],"category_scores_gemma":[0.008500529,0.00037852582,0.00053505227,0.0019090445,0.0032161372,0.007300473,0.008194647,0.0025927064,0.0019306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027170585,0.00034111415,0.0026798588,0.00012655435,0.000036313453,0.00012084784,0.0017762688,0.0032998507,0.00048075707,0.8341943,0.010770928,0.14614613],"study_design_scores_gemma":[0.000025017147,0.0002622121,0.0022091712,0.00034637342,0.00003844069,0.00030240297,0.004435997,0.016767241,0.0010951376,0.8515714,0.12291431,0.000032304957],"about_ca_topic_score_codex":0.0042003505,"about_ca_topic_score_gemma":0.006055346,"teacher_disagreement_score":0.011957887,"about_ca_system_score_codex":0.00418032,"about_ca_system_score_gemma":0.011524146,"threshold_uncertainty_score":0.04000312},"labels":[],"label_agreement":null},{"id":"W4406624047","doi":"10.1038/s44221-024-00361-z","title":"Projected runoff declines from plant physiological effects on precipitation","year":2025,"lang":"en","type":"article","venue":"Nature Water","topic":"Climate variability and models","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Dartmouth College; Division of Behavioral and Cognitive Sciences; U.S. Department of Energy; National Oceanic and Atmospheric Administration; Harvard University; National Science Foundation","keywords":"Transpiration; Surface runoff; Environmental science; Precipitation; Forcing (mathematics); Ecohydrology; Hydrology (agriculture); Atmospheric sciences; Ecology; Ecosystem; Meteorology; Biology; Geography; Geology; Botany","score_opus":0.008912181117351871,"score_gpt":0.25053339410097897,"score_spread":0.2416212129836271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406624047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98938155,0.00010770814,0.0039234096,0.0008830117,0.00003256416,0.000010630169,0.0020910406,0.00016225319,0.0034078525],"genre_scores_gemma":[0.9985947,0.00003715336,0.00028707032,0.00007539987,0.0000071455643,0.00000863771,0.00073913235,0.0000145185,0.00023617996],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985814,0.000041685125,0.0000071917643,0.00004338819,0.000023096734,0.000026524162],"domain_scores_gemma":[0.9995535,0.0001377153,0.000073011186,0.0000471746,0.000113945476,0.00007462273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006764083,0.0004274352,0.00027487602,0.00019592878,0.00020592473,0.00064822775,0.00037035375,0.0007147994,0.0021047506],"category_scores_gemma":[0.001600274,0.00018694291,0.0004873814,0.00029535053,0.000331692,0.00061404606,0.0005158404,0.0007981049,0.00029127812],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002674787,0.000067051216,0.096479595,0.00007741468,0.00014421152,0.00011486323,0.00005269168,0.88063496,0.010680802,0.0028421883,0.0025185524,0.0061202254],"study_design_scores_gemma":[0.00009083202,0.00016639433,0.16988213,0.000019058518,0.00007909328,0.00006707972,0.00014314162,0.8154285,0.004748495,0.00629925,0.0030132867,0.00006277641],"about_ca_topic_score_codex":0.006521087,"about_ca_topic_score_gemma":0.0036007706,"teacher_disagreement_score":0.006521087,"about_ca_system_score_codex":0.0006077297,"about_ca_system_score_gemma":0.00031995587,"threshold_uncertainty_score":0.012966216},"labels":[],"label_agreement":null},{"id":"W4407675241","doi":"10.1038/s44221-025-00388-w","title":"Progressively smaller glacier lake outburst floods despite worldwide growth in lake area","year":2025,"lang":"en","type":"article","venue":"Nature Water","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; British Columbia Institute of Technology","funders":"Universität Potsdam; Deutsche Forschungsgemeinschaft","keywords":"Glacier; Geology; Physical geography; Glacier mass balance; Glacial lake; Hydrology (agriculture); Geomorphology; Geography; Geotechnical engineering","score_opus":0.009432640660547092,"score_gpt":0.2224800459690108,"score_spread":0.21304740530846372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407675241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971765,0.00004603333,0.000524629,0.00012664292,0.0000043717537,0.0000020930584,0.0011555633,0.000049130904,0.0009149388],"genre_scores_gemma":[0.998637,0.000038817834,0.00034321548,0.000016336928,0.0000027240185,0.0000028720433,0.00080098945,0.000010736694,0.00014722851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99993193,0.000015520505,0.0000036664721,0.000021788766,0.000008079253,0.000018956332],"domain_scores_gemma":[0.9997929,0.00003846084,0.000062090854,0.0000258848,0.000039286944,0.000041345455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028661624,0.00014852404,0.000093933275,0.00032378265,0.00020436129,0.0005744614,0.0002192254,0.00015059541,0.0017675371],"category_scores_gemma":[0.00082763744,0.00008441866,0.00021997561,0.00057781214,0.00020845195,0.000510328,0.00033385406,0.0002443954,0.00012448184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081971295,0.00003391204,0.9239533,0.00004734187,0.00009361969,0.000115017974,0.00047069954,0.056239977,0.001905409,0.0012535809,0.0022099442,0.013595363],"study_design_scores_gemma":[0.000010277823,0.00003398285,0.9339545,0.00002294243,0.000024308229,0.00004474594,0.00069117633,0.061217856,0.00058464403,0.0007149095,0.0026911802,0.0000094928955],"about_ca_topic_score_codex":0.045561448,"about_ca_topic_score_gemma":0.054497033,"teacher_disagreement_score":0.045561448,"about_ca_system_score_codex":0.0004875935,"about_ca_system_score_gemma":0.00043138285,"threshold_uncertainty_score":0.090592444},"labels":[],"label_agreement":null},{"id":"W4408994871","doi":"10.1038/s44221-025-00407-w","title":"Global patterns in observed hydrologic processes","year":2025,"lang":"en","type":"article","venue":"Nature Water","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Environmental science; Geography","score_opus":0.0073398487503541785,"score_gpt":0.23144063047405358,"score_spread":0.2241007817236994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408994871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910884,0.00057178485,0.0007622635,0.00014907338,0.0000034355662,0.0000052551904,0.005261672,0.00006181463,0.0020962516],"genre_scores_gemma":[0.9964694,0.00019212613,0.00032845326,0.0000195768,0.000005003974,0.0000058690257,0.0028744028,0.000008414602,0.000096812386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996425,0.000076838005,0.00003765524,0.00016320447,0.000050798157,0.000029000641],"domain_scores_gemma":[0.99775666,0.00097062706,0.000660928,0.00032353433,0.00020597459,0.000082220955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079017685,0.00009560554,0.00025228845,0.0024439888,0.000109545144,0.00064255105,0.00017349435,0.00020945008,0.0014047961],"category_scores_gemma":[0.0025594705,0.000089032685,0.00021752492,0.003899667,0.00045780354,0.00073208986,0.0004191126,0.0001756556,0.00017757506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006409179,0.00001921938,0.97771966,0.00008182485,0.00025323377,0.000046642846,0.00029620994,0.0022427025,0.002148333,0.0010691888,0.00092433434,0.01513451],"study_design_scores_gemma":[0.0000060985753,0.000016382824,0.99575436,0.000009202754,0.000025805626,0.00005833863,0.00016463368,0.0015138147,0.00036443744,0.00075154833,0.001329434,0.0000059384024],"about_ca_topic_score_codex":0.0022405228,"about_ca_topic_score_gemma":0.0028952153,"teacher_disagreement_score":0.0024439888,"about_ca_system_score_codex":0.0003037847,"about_ca_system_score_gemma":0.00015772175,"threshold_uncertainty_score":0.0046994686},"labels":[],"label_agreement":null},{"id":"W4409244999","doi":"10.1038/s44221-025-00425-8","title":"Hospitalization risks associated with floods in a multi-country study","year":2025,"lang":"en","type":"article","venue":"Nature Water","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Health Canada","funders":"Medical Research Council; National Health and Medical Research Council; National Research Council of Thailand; China Scholarship Council; Monash University","keywords":"Business; Environmental health; Medicine","score_opus":0.0287468890104932,"score_gpt":0.34083527998758517,"score_spread":0.31208839097709196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409244999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9244344,0.06902222,0.0021704016,0.000524982,0.00014564946,0.000114100694,0.0028619193,0.00002483103,0.0007013813],"genre_scores_gemma":[0.9926127,0.0057083415,0.000579033,0.00020802727,0.000045080793,0.000093346964,0.0006674707,0.000005759598,0.00008019967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961624,0.0021580532,0.00063810614,0.0005992004,0.00024095325,0.00020131744],"domain_scores_gemma":[0.9938678,0.0027031612,0.0020660507,0.0006853038,0.00045994425,0.00021775515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050868983,0.00060792116,0.0013498083,0.0012540419,0.00041363516,0.0009617318,0.0005060394,0.00068235554,0.0009954282],"category_scores_gemma":[0.007515217,0.000660287,0.008055272,0.0018910429,0.0003336975,0.0005836859,0.0012363667,0.0009923148,0.00007572626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003937551,0.00014014902,0.7845643,0.00598195,0.18960287,0.0006399821,0.0005473509,0.001144765,0.00065381255,0.00022166623,0.00100237,0.011563282],"study_design_scores_gemma":[0.0007828654,0.00063664996,0.86219907,0.0017005234,0.12919964,0.00066179334,0.00052931684,0.0016241913,0.00027400884,0.0004758312,0.0018398006,0.000076260374],"about_ca_topic_score_codex":0.007604455,"about_ca_topic_score_gemma":0.009219684,"teacher_disagreement_score":0.007604455,"about_ca_system_score_codex":0.0005779471,"about_ca_system_score_gemma":0.00051381293,"threshold_uncertainty_score":0.026902437},"labels":[],"label_agreement":null},{"id":"W4411490886","doi":"10.1038/s44221-025-00455-2","title":"Climate science and the case of the missing moisture","year":2025,"lang":"en","type":"article","venue":"Nature Water","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Moisture; Environmental science; Climate science; Climate change; Climatology; Atmospheric sciences; Meteorology; Geography; Geology; Oceanography","score_opus":0.0018275639991958135,"score_gpt":0.20198303319995345,"score_spread":0.20015546920075764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411490886","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03456611,0.038404386,0.013780188,0.73248565,0.0058971033,0.000014828731,0.00019507442,0.000066265486,0.17459044],"genre_scores_gemma":[0.91819817,0.014946029,0.0031324541,0.03900468,0.009554339,0.000041607924,0.00006044105,0.00010292571,0.014959382],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981438,0.0008572016,0.00005611983,0.00025192695,0.00033966912,0.00035121318],"domain_scores_gemma":[0.9931549,0.004851429,0.00034371627,0.0008039687,0.00042956462,0.0004165149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067225914,0.00035177162,0.00080290943,0.0011696088,0.004244591,0.0049936622,0.0012113618,0.009126715,0.0061984747],"category_scores_gemma":[0.013755279,0.00045035183,0.0005657552,0.0012375342,0.029119786,0.017913612,0.0041295122,0.012018046,0.00058974087],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019616278,0.000009166527,0.00023313989,0.000025507223,0.000007716855,0.00025619697,0.0006636896,0.00034309307,0.000075545424,0.98516023,0.008502963,0.004703057],"study_design_scores_gemma":[0.000008288467,0.0000033522817,0.00014514377,0.00002834311,0.0000028752559,0.00007999045,0.0003284378,0.00028561446,0.00004495024,0.97040606,0.02865897,0.00000813449],"about_ca_topic_score_codex":0.006244868,"about_ca_topic_score_gemma":0.0053688777,"teacher_disagreement_score":0.009126715,"about_ca_system_score_codex":0.0026615758,"about_ca_system_score_gemma":0.0017109188,"threshold_uncertainty_score":0.03555286},"labels":[],"label_agreement":null},{"id":"W4412650268","doi":"10.1038/s44221-025-00461-4","title":"A comprehensive framework for integrating lake hypsography and function on a global scale","year":2025,"lang":"en","type":"article","venue":"Nature Water","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère des Ressources naturelles et des Forêts; Université du Québec à Montréal","funders":"Knut och Alice Wallenbergs Stiftelse; Natural Sciences and Engineering Research Council of Canada; Suomen Ympäristökeskus; Bundesamt für Umwelt; Vetenskapsrådet; Ministry of Environment; Eidgenössische Anstalt für Wasserversorgung Abwasserreinigung und Gewässerschutz; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Svenska Forskningsrådet Formas; Centre International de Recherche sur le Cancer; Wisconsin Department of Natural Resources; Portland State University","keywords":"Scale (ratio); Function (biology); Computer science; Environmental science; Geography; Cartography; Biology","score_opus":0.004573090690355944,"score_gpt":0.24243924745217324,"score_spread":0.2378661567618173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412650268","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022603756,0.0008459175,0.95399815,0.0022606954,0.000103201855,0.00015080994,0.0019061881,0.00063751225,0.017493777],"genre_scores_gemma":[0.36826354,0.0008741953,0.62551916,0.00036573995,0.00015476577,0.0004054355,0.0015938807,0.00016163323,0.0026616345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99972934,0.00010015317,0.000019958346,0.00008682965,0.000034502955,0.000029220266],"domain_scores_gemma":[0.9996037,0.00008789006,0.00006961911,0.00008335894,0.00009737574,0.000058107405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011659114,0.0007702792,0.00058083556,0.0020935535,0.0012966632,0.0027776568,0.0011375145,0.0006596784,0.0035807209],"category_scores_gemma":[0.0019891993,0.00034845708,0.0013343018,0.0022083446,0.002025284,0.003080457,0.0026662785,0.001162122,0.00045176604],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015286376,0.000050072795,0.01668679,0.00014496423,0.0001829101,0.00014809771,0.00088588375,0.09421339,0.0023502568,0.8262667,0.0064364313,0.052619312],"study_design_scores_gemma":[0.000016280846,0.00007481151,0.025123874,0.00014507529,0.00010619807,0.00014448696,0.0011733512,0.19959138,0.0004416945,0.7193649,0.05373724,0.000080803795],"about_ca_topic_score_codex":0.03219108,"about_ca_topic_score_gemma":0.044438075,"teacher_disagreement_score":0.03219108,"about_ca_system_score_codex":0.0013438502,"about_ca_system_score_gemma":0.0025230688,"threshold_uncertainty_score":0.0640074},"labels":[],"label_agreement":null},{"id":"W4413306770","doi":"10.1038/s44221-025-00465-0","title":"The important role of wetland conservation and restoration in nitrogen removal across European river basins","year":2025,"lang":"en","type":"article","venue":"Nature Water","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wetland; Environmental science; Drainage basin; Hydrology (agriculture); Conservation; Water resource management; Stream restoration; Nitrogen; Geography; Ecology; Environmental resource management; Geology; Biology; Chemistry; Habitat; Cartography; Geotechnical engineering","score_opus":0.002553096193283879,"score_gpt":0.20916249656099337,"score_spread":0.2066094003677095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413306770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720629,0.0031146898,0.0068979478,0.0020031128,0.000036530793,0.00003238817,0.00014653805,0.00008541663,0.015620445],"genre_scores_gemma":[0.99807215,0.00022937501,0.0012990339,0.00011145782,0.000004445571,0.0000042436645,0.00002439251,0.0000063045622,0.0002486646],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991928,0.000346629,0.000037406706,0.00014670116,0.00010181373,0.0001746934],"domain_scores_gemma":[0.9989806,0.00017125103,0.0003389823,0.00010654068,0.00020171204,0.00020089747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019317192,0.00021531,0.00023350335,0.00058970344,0.00063018844,0.0015165427,0.00045469112,0.00054487167,0.00093393825],"category_scores_gemma":[0.002029758,0.000089444395,0.0003065396,0.0004669088,0.0012520005,0.0007679661,0.0012654273,0.00020845255,0.00006867873],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008942754,0.00033120695,0.38708818,0.00066386996,0.0008799085,0.0009820556,0.0008449514,0.04769868,0.03641531,0.027970366,0.004072053,0.49215913],"study_design_scores_gemma":[0.000033745197,0.00022008664,0.9497459,0.0002801662,0.00015576712,0.00035585536,0.0017619875,0.012589648,0.0041862987,0.0059057837,0.0247229,0.00004190672],"about_ca_topic_score_codex":0.021628663,"about_ca_topic_score_gemma":0.03832075,"teacher_disagreement_score":0.021628663,"about_ca_system_score_codex":0.0012788068,"about_ca_system_score_gemma":0.001869187,"threshold_uncertainty_score":0.043005586},"labels":[],"label_agreement":null},{"id":"W4414335662","doi":"10.1038/s44221-025-00502-y","title":"Microbial risks triggered by oral administration of antibiotics in fish aquaculture persist long after the legally mandated antibiotic withdrawal time","year":2025,"lang":"en","type":"article","venue":"Nature Water","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Bundesministerium für Bildung und Forschung; National Natural Science Foundation of China","keywords":"Florfenicol; Resistome; Antibiotics; Antibiotic resistance; Plasmid; Gut flora; Aquaculture","score_opus":0.00669589496031281,"score_gpt":0.266220717817055,"score_spread":0.25952482285674217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414335662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917685,0.0016954199,0.0014654228,0.0005423561,0.00007407769,0.000028771083,0.00023703322,0.00004425161,0.0041440832],"genre_scores_gemma":[0.99651307,0.0005347439,0.0006450362,0.0002234331,0.000019486626,0.000027721264,0.00013841916,0.000011877701,0.0018862139],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992086,0.000118098076,0.000056134708,0.000114720526,0.00032456368,0.00017793206],"domain_scores_gemma":[0.998689,0.00022654772,0.00067757966,0.000099187666,0.00021194144,0.00009578154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051836396,0.00020255736,0.00029635805,0.00016569717,0.00047574384,0.00089661294,0.00017614939,0.00091271545,0.0031141262],"category_scores_gemma":[0.0015265238,0.00013263343,0.00044219423,0.00017764854,0.0006101054,0.0004183729,0.00064729736,0.00078436313,0.0006233556],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002900105,0.00033499018,0.048703525,0.00028439265,0.000047763875,0.0009450814,0.00047322628,0.0003064867,0.9036856,0.0009124315,0.0009409194,0.040465493],"study_design_scores_gemma":[0.00007841612,0.0054906453,0.22297685,0.0002581279,0.00016923834,0.0017602476,0.0025654451,0.0015308011,0.7395296,0.0018581621,0.023703009,0.00007946048],"about_ca_topic_score_codex":0.0026235888,"about_ca_topic_score_gemma":0.0037876104,"teacher_disagreement_score":0.0031141262,"about_ca_system_score_codex":0.0006124641,"about_ca_system_score_gemma":0.0014328675,"threshold_uncertainty_score":0.010417819},"labels":[],"label_agreement":null},{"id":"W4414614604","doi":"10.1038/s44221-025-00514-8","title":"Assessing antimicrobial resistance connectivity across One Health sectors","year":2025,"lang":"en","type":"article","venue":"Nature Water","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; McGill University; McMaster University","funders":"Research Grants Council, University Grants Committee; National Natural Science Foundation of China","keywords":"Metagenomics; Antibiotic resistance; Resistance (ecology); One Health; Genomics; Bioprospecting; Antimicrobial; Scale (ratio)","score_opus":0.009847952733464109,"score_gpt":0.3043077933921029,"score_spread":0.2944598406586388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414614604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969708,0.000054156706,0.0006788904,0.00013280858,0.0000038995954,0.000028809793,0.00081447314,0.0000093549015,0.0013067971],"genre_scores_gemma":[0.99865806,0.000042609525,0.0004981833,0.00003324004,0.000005050867,0.00003158099,0.00051475776,0.0000032510145,0.0002131789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976211,0.00092877756,0.00014071017,0.0004992186,0.0003443734,0.00046582436],"domain_scores_gemma":[0.9907478,0.003690876,0.0027967968,0.0005154714,0.001459968,0.0007892344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001575765,0.0003282477,0.00031573448,0.0022339735,0.0006396869,0.0014055014,0.00062874355,0.0006053789,0.0023104367],"category_scores_gemma":[0.010301808,0.00018931518,0.0005540396,0.003224761,0.00059635495,0.0019605593,0.0024320427,0.00062736566,0.00038486475],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012719563,0.00012894548,0.98954797,0.00004358948,0.0001886755,0.00006299836,0.00088979205,0.0013308534,0.00047459014,0.0003729752,0.00024820544,0.006584179],"study_design_scores_gemma":[0.000015102664,0.0004898289,0.9846447,0.00004096037,0.00015215577,0.00014096139,0.0068051163,0.0051386137,0.0005898893,0.0005955674,0.0013749402,0.000012161049],"about_ca_topic_score_codex":0.031089317,"about_ca_topic_score_gemma":0.03191016,"teacher_disagreement_score":0.031089317,"about_ca_system_score_codex":0.0013283986,"about_ca_system_score_gemma":0.001663438,"threshold_uncertainty_score":0.061816692},"labels":[],"label_agreement":null},{"id":"W4415301227","doi":"10.1038/s44221-025-00522-8","title":"Hydroclimate and landscape diversity drive highly variable greenhouse gas emissions from tropical and subtropical inland waters","year":2025,"lang":"en","type":"article","venue":"Nature Water","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; University of Waterloo","funders":"Australian Research Council; European Space Agency; National Science Foundation","keywords":"Greenhouse gas; Carbon dioxide; Spatial variability; Subtropics; Land cover; Methane; Hydrology (agriculture); Climate change; Land use","score_opus":0.003303233054777274,"score_gpt":0.17270453187783016,"score_spread":0.16940129882305288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415301227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85257274,0.1254743,0.010189474,0.002146328,0.00026212944,0.00005476514,0.0064378823,0.0003451036,0.0025173414],"genre_scores_gemma":[0.9912088,0.0056927274,0.0014109286,0.00023128637,0.000026780488,0.00001527403,0.0012298155,0.000036332483,0.00014798161],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874604,0.00056617893,0.000103354665,0.00041231856,0.00008966696,0.000082418104],"domain_scores_gemma":[0.9984262,0.0007980814,0.00021868983,0.00031188512,0.00014533609,0.00009982984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026508134,0.0009846864,0.0012482443,0.001952585,0.0005821965,0.0017815476,0.00088904006,0.000494831,0.0019707463],"category_scores_gemma":[0.0027671643,0.00051383476,0.0066186776,0.0023995384,0.00056307524,0.0007428295,0.0011286003,0.0006832842,0.00022929127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005472068,0.000047484897,0.7865143,0.0035314816,0.16239375,0.0003955428,0.00060009165,0.0058967243,0.0072135376,0.0009639118,0.0020090174,0.029887067],"study_design_scores_gemma":[0.00008626294,0.00017124851,0.862572,0.0010094537,0.10920859,0.0003924084,0.0011468094,0.012091285,0.0018683962,0.0026366622,0.008727104,0.00008965667],"about_ca_topic_score_codex":0.021186132,"about_ca_topic_score_gemma":0.027151996,"teacher_disagreement_score":0.021186132,"about_ca_system_score_codex":0.0005085279,"about_ca_system_score_gemma":0.0008809394,"threshold_uncertainty_score":0.042125642},"labels":[],"label_agreement":null}]}