{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1177,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1177,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"5f9155195370","filters":{"topic":"Urban Stormwater Management Solutions"}},"results":[{"id":"W2052371844","doi":"10.1080/1573062x.2014.916314","title":"SUDS, LID, BMPs, WSUD and more – The evolution and application of terminology surrounding urban drainage","year":2014,"lang":"en","type":"article","venue":"Urban Water Journal","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":1831,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; WSP (Canada)","funders":"Engineering and Physical Sciences Research Council; North Carolina State University","keywords":"Terminology; Scope (computer science); Credibility; Confusion; Environmental planning; Set (abstract data type); Management science; Engineering ethics; Computer science; Political science; Engineering; Environmental science; Psychology","authors":[{"name":"Tim D. Fletcher","is_ca":false},{"name":"William D. Shuster","is_ca":false},{"name":"William F. Hunt","is_ca":false},{"name":"Richard Ashley","is_ca":false},{"name":"David Butler","is_ca":false},{"name":"Scott Arthur","is_ca":false},{"name":"Sam Trowsdale","is_ca":false},{"name":"Sylvie Barraud","is_ca":false},{"name":"Annette Semádeni-Davies","is_ca":false},{"name":"Jean-Luc Bertrand-Krajewski","is_ca":false},{"name":"Peter Steen Mikkelsen","is_ca":false},{"name":"Gilles Rivard","is_ca":true},{"name":"Mathias Uhl","is_ca":false},{"name":"Danielle Dagenais","is_ca":true},{"name":"Maria Viklander","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006224866003889946,"gpt":0.200661404502784,"spread":0.194436538498894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007686495,0.0004947996,0.0006235176,0.005873465,0.00236441,0.00994859,0.001550313,0.001408473,0.0069987],"category_scores_gemma":[0.0184354,0.000339465,0.0005675758,0.01093249,0.01270143,0.008867813,0.006099265,0.00394841,0.001932651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004881997,"about_ca_system_score_gemma":0.005553463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01021605,"about_ca_topic_score_gemma":0.01261798,"domain_scores_codex":[0.9933301,0.003373964,0.0009590629,0.0006239614,0.001383418,0.0003295377],"domain_scores_gemma":[0.9896449,0.005065664,0.001188602,0.0009527532,0.002555996,0.0005920278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009107813,0.00003151114,0.007858935,0.0007122431,0.00002060038,0.0002416311,0.02637591,0.0009422532,0.004455185,0.7239436,0.04325565,0.1920714],"study_design_scores_gemma":[0.000005260909,0.00003791584,0.00572212,0.0008801883,0.00001591358,0.0004761665,0.015218,0.000829625,0.001581294,0.04557768,0.9296063,0.00004966739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1570131,0.04493847,0.2750018,0.09349449,0.01804625,0.000256175,0.003798246,0.001492424,0.4059591],"genre_scores_gemma":[0.7447991,0.04026059,0.1265118,0.01613419,0.005117661,0.0003864742,0.003482388,0.003982111,0.05932572],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01021605,"threshold_uncertainty_score":0.04065055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2742133601","doi":"10.1016/j.scitotenv.2017.06.254","title":"Performance and implementation of low impact development – A review","year":2017,"lang":"en","type":"review","venue":"The Science of The Total Environment","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":670,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; University of Windsor","keywords":"Low-impact development; Stormwater; Scope (computer science); Stormwater management; Urbanization; Climate change; Environmental planning; Green infrastructure; Environmental resource management; Order (exchange); Environmental science; Computer science; Surface runoff; Risk analysis (engineering); Business; Economics","authors":[{"name":"Kyle Eckart","is_ca":true},{"name":"Zach McPhee","is_ca":true},{"name":"Tirupati Bolisetti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0393305904879797,"gpt":0.3127039738573062,"spread":0.2733733833693265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003999661,0.001085495,0.001947904,0.003665049,0.0002770403,0.002356823,0.001632862,0.001593884,0.004404987],"category_scores_gemma":[0.01024545,0.0004135693,0.0009706199,0.005107249,0.0008885005,0.001871572,0.001102844,0.001150522,0.0005018622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001980741,"about_ca_system_score_gemma":0.008507545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006863173,"about_ca_topic_score_gemma":0.01298427,"domain_scores_codex":[0.9978722,0.0005176302,0.0004317096,0.0002581533,0.0007794991,0.0001407214],"domain_scores_gemma":[0.9934551,0.004382643,0.00110979,0.00009477045,0.0008154231,0.0001422086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008812997,0.00009732704,0.0007112095,0.1107453,0.0003286906,0.0000799725,0.0001369682,0.0007100246,0.0002996421,0.005183138,0.01588225,0.8657373],"study_design_scores_gemma":[0.00005603237,0.000274605,0.004459228,0.1275795,0.001505167,0.0005078889,0.0005409673,0.0002614974,0.0005483953,0.00493476,0.85927,0.00006200242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001353939,0.9987914,0.00006813081,0.0003295057,0.0001079555,0.000007683276,0.00002116883,0.000002654137,0.000536063],"genre_scores_gemma":[0.001545228,0.9978751,0.0001736588,0.0002043566,0.00008940509,0.000008733623,0.0000207955,0.000001382618,0.00008139433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006863173,"threshold_uncertainty_score":0.0211525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999551343","doi":"10.2166/bgs.2020.932","title":"A review of nature-based solutions for urban water management in European circular cities: a critical assessment based on case studies and literature","year":2020,"lang":"en","type":"review","venue":"Blue-Green Systems","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":353,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Agencia Estatal de Investigación; European Cooperation in Science and Technology; Canadian Institute for Advanced Research","keywords":"Regional science; Environmental planning; Management science; Geography; Environmental resource management; Environmental science; Engineering","authors":[{"name":"Hasan Volkan Oral","is_ca":false},{"name":"Pedro N. Carvalho","is_ca":false},{"name":"Magdalena Gajewska","is_ca":false},{"name":"Nadia Ursino","is_ca":false},{"name":"Fabio Masi","is_ca":false},{"name":"Eric D. van Hullebusch","is_ca":false},{"name":"Jan K. Kazak","is_ca":false},{"name":"Alfonso Expósito","is_ca":false},{"name":"Giulia Cipolletta","is_ca":false},{"name":"Theis Raaschou Andersen","is_ca":false},{"name":"David C. Finger","is_ca":false},{"name":"Lena Simperler","is_ca":false},{"name":"Martin Regelsberger","is_ca":false},{"name":"Vít Rous","is_ca":false},{"name":"Matej Radinja","is_ca":false},{"name":"Gianluigi Buttiglieri","is_ca":false},{"name":"Paweł Krzemiński","is_ca":false},{"name":"Anacleto Rizzo","is_ca":false},{"name":"Kaveh Dehghanian","is_ca":false},{"name":"Mariyana Nikolova","is_ca":false},{"name":"Martín Zimmermann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05097182349851812,"gpt":0.3319418982975018,"spread":0.2809700747989836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00297755,0.000969128,0.001769317,0.008070336,0.0005486513,0.001937802,0.001150742,0.001479193,0.003147089],"category_scores_gemma":[0.004747821,0.0005120346,0.001542008,0.01174063,0.0006395034,0.001731395,0.0009273161,0.0007997623,0.0005559204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002065974,"about_ca_system_score_gemma":0.005534915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00531346,"about_ca_topic_score_gemma":0.009955834,"domain_scores_codex":[0.9984868,0.0004411392,0.0003780878,0.0001590891,0.0004381195,0.00009681135],"domain_scores_gemma":[0.9958014,0.003041106,0.0003993621,0.00007250372,0.0006176971,0.00006796586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007219973,0.00009166407,0.0003719816,0.2980966,0.0003579781,0.0003525194,0.0006492246,0.000915925,0.001072577,0.009621941,0.01208123,0.6763161],"study_design_scores_gemma":[0.00001762397,0.0002482774,0.00284619,0.2215721,0.00159335,0.0007663909,0.0009877409,0.0003618062,0.0009877984,0.00228572,0.7682788,0.00005415375],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004277272,0.9975039,0.0002169251,0.0002425003,0.00008938684,0.00003089026,0.00004739175,0.000004532979,0.001436759],"genre_scores_gemma":[0.002663895,0.9964935,0.0004029201,0.0001524493,0.00003007854,0.000027045,0.00004069486,0.000002224426,0.0001871915],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008070336,"threshold_uncertainty_score":0.01574695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2256222306","doi":"10.1016/j.jenvman.2016.01.036","title":"Modeling flood reduction effects of low impact development at a watershed scale","year":2016,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":321,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Computational Hydraulics International","keywords":"Flood myth; Surface runoff; Environmental science; Flood mitigation; Watershed; Hydrology (agriculture); Urbanization; Return period; Low-impact development; HEC-HMS; Flood control; Land use; Water resource management; Stormwater; Geography; Stormwater management; Civil engineering; Engineering; Ecology","authors":[{"name":"Laurent Ahiablame","is_ca":false},{"name":"Ranish Shakya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00442555860127772,"gpt":0.1823084666848689,"spread":0.1778829080835912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003255448,0.0004619329,0.0003667365,0.000432563,0.0004276288,0.0009278795,0.0008023836,0.001163487,0.003114322],"category_scores_gemma":[0.00116617,0.000400773,0.0006169133,0.0005106849,0.0005217593,0.0007606673,0.0004705,0.0007392394,0.0001377468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123463,"about_ca_system_score_gemma":0.001242326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05217217,"about_ca_topic_score_gemma":0.04760196,"domain_scores_codex":[0.9998853,0.0000296707,0.000005697018,0.00002470889,0.00001271102,0.00004178442],"domain_scores_gemma":[0.9994621,0.0003238485,0.00005481208,0.00002197646,0.00005374084,0.00008360649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004403636,0.0001156183,0.004278549,0.000007246288,0.00001724604,0.00004153761,0.00001385921,0.9932081,0.0004563707,0.0004584327,0.000127592,0.001231464],"study_design_scores_gemma":[0.00001936756,0.00003180178,0.001501517,0.000001062117,0.00001178434,0.000003807814,0.00003843076,0.9978017,0.0001910727,0.0003129142,0.00008309908,0.000003445652],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932953,0.00003197941,0.002692371,0.0001991259,0.00001524484,0.00001520843,0.0001852335,0.00006031727,0.003505221],"genre_scores_gemma":[0.99741,0.00003307393,0.001205913,0.00001732658,0.000004854971,0.00001024857,0.0001042988,0.00001122432,0.001203212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05217217,"threshold_uncertainty_score":0.103737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996146606","doi":"10.1016/j.jcis.2008.01.046","title":"Effect of particle size and natural organic matter on the migration of nano- and microscale latex particles in saturated porous media","year":2008,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":310,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McGill University","keywords":"DLVO theory; Microscale chemistry; Particle (ecology); Colloid; Nanomaterials; Chemical engineering; Particle size; Nanoparticle; Chemical physics; Ionic strength; Natural organic matter; Particle aggregation; Surface charge; Chemistry; Humic acid; Filtration (mathematics); Materials science; Nanotechnology; Organic matter; Organic chemistry; Geology; Physical chemistry","authors":[{"name":"Andrew J. Pelley","is_ca":true},{"name":"Nathalie Tufenkji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00492513222033573,"gpt":0.2069940558581517,"spread":0.202068923637816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000404104,0.0001930121,0.000178333,0.0001363532,0.0001972456,0.0004551382,0.0001888223,0.0002638522,0.001007409],"category_scores_gemma":[0.001123173,0.0001994815,0.0001933709,0.0001105848,0.0003505927,0.0004048225,0.0001938396,0.0002867403,0.000192764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003709258,"about_ca_system_score_gemma":0.0003957229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00230786,"about_ca_topic_score_gemma":0.002858036,"domain_scores_codex":[0.9997994,0.00004302987,0.0000199801,0.00003788897,0.0000415609,0.00005806538],"domain_scores_gemma":[0.9984674,0.001094982,0.0001349566,0.00005439703,0.0001333075,0.0001148744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001074249,0.00007806203,0.001163778,0.00007114153,0.00001769776,0.0000547267,0.0001185082,0.0004642226,0.9948171,0.00005839666,0.00005931611,0.002022896],"study_design_scores_gemma":[0.00002996347,0.0005383376,0.005824418,0.000003968994,0.00001496395,0.0000274558,0.00007986822,0.002349956,0.9908455,0.00002504819,0.0002468319,0.00001359692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993194,0.0001096183,0.0001861399,0.00001870373,0.000007678977,0.000004018907,0.00003891793,0.000006761684,0.000308804],"genre_scores_gemma":[0.9990749,0.0001010082,0.0003478352,0.00002414777,0.00000660543,0.000005587669,0.00005301311,0.000006243592,0.0003806595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00230786,"threshold_uncertainty_score":0.004588783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051152583","doi":"10.1007/s11269-009-9542-y","title":"Assessing the Potential for Rainwater Harvesting","year":2009,"lang":"en","type":"article","venue":"Water Resources Management","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":246,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Rainwater harvesting; Laundry; Environmental science; Flushing; Hydrology (agriculture); Water supply; Water storage; Water resource management; Environmental engineering; Engineering; Waste management; Medicine; Ecology","authors":[{"name":"Olanike Aladenola","is_ca":true},{"name":"Omotayo B. Adeboye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01585853438128925,"gpt":0.2427388700702781,"spread":0.2268803356889889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001826803,0.0002659915,0.0001831279,0.0006050561,0.0004662539,0.0009825756,0.00051525,0.0006843794,0.00403515],"category_scores_gemma":[0.003961436,0.0001597879,0.0003903707,0.0007076036,0.0003378557,0.00102898,0.0004799821,0.0003950478,0.0005292917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009142425,"about_ca_system_score_gemma":0.001053871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006643409,"about_ca_topic_score_gemma":0.01551748,"domain_scores_codex":[0.9991828,0.0002010046,0.00003971715,0.00008917153,0.0003749751,0.0001124541],"domain_scores_gemma":[0.9971855,0.001412859,0.0004408672,0.0001624302,0.0005745905,0.0002236357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001397337,0.0007060986,0.8300835,0.0001131083,0.0002220584,0.0004674073,0.0002414493,0.06362959,0.02697357,0.002730444,0.001241663,0.07219375],"study_design_scores_gemma":[0.0001108559,0.003625155,0.8356027,0.00003248663,0.0002491819,0.0002530041,0.002483666,0.1140655,0.03151527,0.0065494,0.005461827,0.00005101783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872332,0.00004098796,0.002013732,0.0001153723,0.000007375296,0.00009444485,0.0004038227,0.00002381465,0.01006729],"genre_scores_gemma":[0.9968879,0.00004729861,0.001255695,0.00002092292,0.000003687973,0.00001962262,0.0002636271,0.000003650747,0.001497611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006643409,"threshold_uncertainty_score":0.0134989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982475820","doi":"10.1016/j.conbuildmat.2011.12.024","title":"Evaluation of high-performance porous concrete properties","year":2012,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":222,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec","funders":"","keywords":"Compaction; Materials science; Pervious concrete; Slump; Composite material; Compressive strength; Porosity; Curing (chemistry); Flexural strength; Void ratio; Permeability (electromagnetism); Geotechnical engineering; Cement; Engineering","authors":[{"name":"Muhammad Aamer Rafique Bhutta","is_ca":false},{"name":"Ken Tsuruta","is_ca":false},{"name":"Jahangir Mirza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03175266280469417,"gpt":0.2289467716308316,"spread":0.1971941088261374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007350388,0.0002747338,0.0002220106,0.0005456911,0.0003006682,0.000399698,0.0003191494,0.0004774859,0.001789197],"category_scores_gemma":[0.001330511,0.00009716283,0.0002186476,0.0005617031,0.0003132937,0.0006102416,0.0003192453,0.0002336793,0.0002227797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005677866,"about_ca_system_score_gemma":0.000512636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002255014,"about_ca_topic_score_gemma":0.004053701,"domain_scores_codex":[0.9993881,0.00006955646,0.0000234716,0.00005060171,0.0003866034,0.00008165702],"domain_scores_gemma":[0.9990707,0.0002449842,0.0001100824,0.00006014451,0.0004461322,0.00006801733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001006759,0.0006155829,0.01440913,0.0002106384,0.0000330516,0.0001222444,0.00007818008,0.03068295,0.9203165,0.0006211196,0.0002869245,0.03161696],"study_design_scores_gemma":[0.00002897039,0.002387408,0.03281484,0.000009597133,0.00004977799,0.0001097327,0.0001333698,0.02570143,0.9368208,0.0001206334,0.001807105,0.00001639437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951364,0.0001526719,0.002510892,0.00001418815,0.000005657349,0.00002643105,0.0001698194,0.00003353619,0.001950336],"genre_scores_gemma":[0.9979737,0.00007812824,0.001201645,0.000003308118,0.000001624019,0.000007555435,0.0001469934,0.00000869739,0.0005783569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002255014,"threshold_uncertainty_score":0.005985439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061342346","doi":"10.1016/j.scitotenv.2003.11.015","title":"Pollution loads in urban runoff and sanitary wastewater","year":2004,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":193,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"University of Isfahan; Isfahan University of Technology; U.S. Environmental Protection Agency","keywords":"Surface runoff; Environmental science; Stormwater; Pollution; Pollutant; Urban runoff; Wastewater; Environmental engineering; Nonpoint source pollution; Water quality; Urban area; Water pollution; Water resource management; Environmental chemistry; Ecology","authors":[{"name":"Amir Taebi","is_ca":false},{"name":"Ronald L. Droste","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006546489207961395,"gpt":0.176037000232796,"spread":0.1694905110248346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002974209,0.0002417762,0.0002779886,0.0008793854,0.0005197233,0.001107723,0.0001831763,0.000550231,0.002183817],"category_scores_gemma":[0.0005090803,0.0002433463,0.0002425555,0.000813577,0.0003017696,0.0004395642,0.0003886381,0.0003256431,0.0004952892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007578073,"about_ca_system_score_gemma":0.0004252118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007045278,"about_ca_topic_score_gemma":0.007443062,"domain_scores_codex":[0.9996475,0.00007305607,0.00001812846,0.00005270595,0.0001422362,0.00006631885],"domain_scores_gemma":[0.9998007,0.00006004186,0.00002932092,0.000006472577,0.00007754463,0.00002580982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005162986,0.0009082913,0.3577183,0.0005129891,0.000285822,0.001824165,0.001794487,0.02813222,0.5252623,0.003214313,0.003684169,0.07149994],"study_design_scores_gemma":[0.0001053968,0.001740787,0.6693123,0.00005101424,0.0001829553,0.0007414473,0.003734172,0.04162124,0.2679502,0.00517015,0.009325291,0.00006499865],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965144,0.0002236502,0.0004500856,0.00009001329,0.00001330711,0.000007017209,0.0002008073,0.00001454348,0.002486267],"genre_scores_gemma":[0.9961571,0.000257094,0.0001476919,0.00003431135,0.00001784795,0.000007020998,0.0002935716,0.0000101312,0.003075271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007045278,"threshold_uncertainty_score":0.01400852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125502819","doi":"10.1061/(asce)1084-0699(2007)12:2(197)","title":"Sizing of Rainwater Storage Units for Green Building Applications","year":2007,"lang":"en","type":"article","venue":"Journal of Hydrologic Engineering","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":173,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rainwater harvesting; Water storage; Roof; Sizing; Environmental science; Surface runoff; Storm Water Management Model; Storm; Green roof; Stormwater; Storage tank; Computer science; Hydrology (agriculture); Civil engineering; Meteorology; Engineering; Geography","authors":[{"name":"Yiping Guo","is_ca":true},{"name":"Brian W. Baetz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01277479815392543,"gpt":0.2189385482071998,"spread":0.2061637500532743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034796,0.0005252773,0.0005143449,0.0005789312,0.0003139153,0.000926602,0.0009102529,0.0003004316,0.004339585],"category_scores_gemma":[0.001400116,0.0003320932,0.0003924847,0.0006642779,0.0002328999,0.001191007,0.000401382,0.0002659903,0.0007591032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006455065,"about_ca_system_score_gemma":0.0008414288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001807693,"about_ca_topic_score_gemma":0.004063552,"domain_scores_codex":[0.999663,0.00006956524,0.00003453451,0.00006536271,0.0001208619,0.00004673134],"domain_scores_gemma":[0.9993829,0.0001788323,0.0001203272,0.000101518,0.0001800047,0.00003640857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004556376,0.0001537235,0.008127109,0.0004078336,0.00006405553,0.0002489508,0.0001455024,0.5825608,0.1267324,0.007893635,0.003651449,0.2695589],"study_design_scores_gemma":[0.00004775358,0.0002584335,0.008048118,0.00003894933,0.00007784032,0.0002062525,0.0001848336,0.8352769,0.141526,0.006048593,0.008245741,0.0000406525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4421157,0.0004536165,0.5394487,0.0002195266,0.0000984561,0.0005639085,0.0009588377,0.001819797,0.01432144],"genre_scores_gemma":[0.9328371,0.0001593545,0.06320311,0.00002710392,0.00002223064,0.0001343618,0.0002972496,0.0001144829,0.003205106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004339585,"threshold_uncertainty_score":0.01451731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094821578","doi":"10.1007/s00267-002-2802-8","title":"The Influence of Road Infrastructure and Traffic on Soil, Water, and Air Quality","year":2002,"lang":"en","type":"article","venue":"Environmental Management","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":168,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Transportation of Ontario","funders":"Rijkswaterstaat","keywords":"Surface runoff; Environmental science; Pollutant; Water quality; Groundwater; Environmental engineering; Civil engineering; Engineering; Ecology","authors":[{"name":"H. D. van Bohemen","is_ca":true},{"name":"W. H. JANSSEN VAN DE LAAK","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006088639242824362,"gpt":0.1847947043417353,"spread":0.178706065098911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005655128,0.0001983184,0.0001761593,0.0005762986,0.0004520126,0.001281025,0.0003127011,0.0004937188,0.004105316],"category_scores_gemma":[0.002475569,0.0001470647,0.0003954717,0.0008268181,0.0005254801,0.0005977052,0.0004623743,0.000410088,0.0003202958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128461,"about_ca_system_score_gemma":0.0009748631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03326032,"about_ca_topic_score_gemma":0.07532021,"domain_scores_codex":[0.9994767,0.0001918163,0.00001933376,0.00004568999,0.0001352631,0.0001312612],"domain_scores_gemma":[0.9972103,0.00137881,0.0005007287,0.00007103316,0.00064619,0.0001929273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001083592,0.0006038596,0.8747935,0.00017453,0.0004780874,0.0006994387,0.000482614,0.01656508,0.007977015,0.00452947,0.003739239,0.08887351],"study_design_scores_gemma":[0.00001939926,0.0003288099,0.9834251,0.00001855222,0.0002630125,0.0002147019,0.001273582,0.006344989,0.002316638,0.00213572,0.003638475,0.00002095706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875014,0.001006759,0.0004712286,0.0006240283,0.00002072532,0.000008517442,0.0002545236,0.0000121744,0.01010067],"genre_scores_gemma":[0.9981301,0.0005799644,0.0001378051,0.00003754464,0.00002280066,0.000002655838,0.00008330586,0.000005500536,0.001000338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03326032,"threshold_uncertainty_score":0.06613344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150653160","doi":"10.2166/aqua.2009.013","title":"Assessment of rainwater quality from rainwater harvesting systems in Ontario, Canada","year":2009,"lang":"en","type":"article","venue":"Journal of Water Supply Research and Technology—AQUA","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":165,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"","keywords":"Rainwater harvesting; Icon; Citation; Download; Library science; Computer science; World Wide Web","authors":[{"name":"Christopher Despins","is_ca":true},{"name":"Khosrow Farahbakhsh","is_ca":true},{"name":"Chantelle Leidl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03879668312034638,"gpt":0.3013987112473593,"spread":0.2626020281270129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003904765,0.0003225903,0.0003014659,0.00131342,0.003028967,0.001349605,0.0007792335,0.0002764034,0.003189851],"category_scores_gemma":[0.0008750457,0.0002699062,0.0003766137,0.003168799,0.0006892446,0.0004200413,0.0006035923,0.0003046359,0.0004075145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02995204,"about_ca_system_score_gemma":0.03639642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958642,"about_ca_topic_score_gemma":0.9986278,"domain_scores_codex":[0.9990632,0.00002209742,0.00003403069,0.00007614443,0.0006859306,0.0001186593],"domain_scores_gemma":[0.998969,0.00003797738,0.00009122835,0.00001662806,0.00076623,0.000118984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005686792,0.0001162635,0.7981724,0.0009089176,0.0002772542,0.001264149,0.007596916,0.003078439,0.02282374,0.0008323834,0.01897018,0.1453907],"study_design_scores_gemma":[0.00001312968,0.00004072379,0.9827618,0.00004622278,0.00003326395,0.00004665289,0.001965662,0.0008724278,0.0016243,0.00005150788,0.01252519,0.00001908717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319429,0.002860326,0.002218391,0.0009566976,0.00004950351,0.0006724953,0.01295311,0.0001736965,0.04817276],"genre_scores_gemma":[0.9658412,0.002190933,0.003166998,0.0002334111,0.00001082202,0.00009946591,0.004947188,0.0000487385,0.02346126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02995204,"threshold_uncertainty_score":0.2173182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000154656","doi":"10.1007/s11269-013-0284-5","title":"Assessing the Impacts of Four Land Use Types on the Water Quality of Wetlands in Japan","year":2013,"lang":"en","type":"article","venue":"Water Resources Management","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":165,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Wetland; Water quality; Environmental science; Hydrology (agriculture); Turbidity; Land use; Drainage basin; Ecology; Geography; Geology; Biology","authors":[{"name":"Azam Haidary","is_ca":false},{"name":"Bahman Jabbarian Amiri","is_ca":false},{"name":"Jan Adamowski","is_ca":true},{"name":"Nicola Fohrer","is_ca":false},{"name":"Kaneyuki Nakane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04103284521345307,"gpt":0.2582926387027507,"spread":0.2172597934892976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009342065,0.0006614503,0.0006048466,0.001568259,0.0009115358,0.001240301,0.0006171198,0.0005181956,0.0002663298],"category_scores_gemma":[0.0008948841,0.0004009943,0.001097717,0.001697595,0.0008132663,0.0009372995,0.0009157407,0.0002952061,0.00003259236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003475842,"about_ca_system_score_gemma":0.002555752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2375775,"about_ca_topic_score_gemma":0.3526467,"domain_scores_codex":[0.9991443,0.0001689469,0.00008794673,0.0001720792,0.0002043287,0.0002223244],"domain_scores_gemma":[0.9990532,0.0001422158,0.0002204017,0.00004651312,0.0003475283,0.0001901504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001742723,0.0002155011,0.9808468,0.00005081912,0.0003563031,0.0004627396,0.000743347,0.005547431,0.004648529,0.00009587706,0.0001269386,0.006731431],"study_design_scores_gemma":[0.00001127092,0.00009106805,0.991818,0.000004023986,0.000201721,0.00003478123,0.002069223,0.00494641,0.0006002238,0.00004620041,0.0001620965,0.00001504597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997279,0.00002098713,0.00007854807,0.00001142453,0.000001184674,0.000004998843,0.00004431884,0.000001276211,0.0001092864],"genre_scores_gemma":[0.9995347,0.00004434722,0.0001977405,0.000009588327,0.000001560342,0.000007096022,0.0001098471,0.000001064396,0.00009410502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2375775,"threshold_uncertainty_score":0.4723893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059753505","doi":"10.1080/15287390490492430","title":"URBAN WET-WEATHER FLOWS: SOURCES OF FECAL CONTAMINATION IMPACTING ON RECREATIONAL WATERS AND THREATENING DRINKING-WATER SOURCES","year":2004,"lang":"en","type":"review","venue":"Journal of Toxicology and Environmental Health","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":164,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Stormwater; Combined sewer; Indicator bacteria; Environmental science; Fecal coliform; Sanitary sewer; Contamination; Water quality; Indicator organism; Hydrology (agriculture); Environmental engineering; Surface runoff; Ecology; Biology","authors":[{"name":"Jiří Maršálek","is_ca":false},{"name":"Quintin Rochfort","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02504370142414455,"gpt":0.2771055050143116,"spread":0.2520618035901671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001687729,0.0002122872,0.0001125171,0.0005656017,0.0004133888,0.0006229131,0.0001557209,0.0001876524,0.001868925],"category_scores_gemma":[0.0002816162,0.0001140717,0.0001160321,0.001069069,0.0004183057,0.0002524427,0.0003295577,0.0001098573,0.0001939237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128129,"about_ca_system_score_gemma":0.001000881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1184381,"about_ca_topic_score_gemma":0.2632595,"domain_scores_codex":[0.9998741,0.00001547589,0.00000756092,0.00001414967,0.00004798994,0.00004072966],"domain_scores_gemma":[0.9996624,0.00002503509,0.0001812474,0.00001481603,0.00007081652,0.00004571688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003181973,0.00007426455,0.9161926,0.0003328963,0.00003315186,0.001097325,0.0008003971,0.0006186009,0.02326361,0.0003280714,0.001178987,0.05576193],"study_design_scores_gemma":[0.000002535895,0.00005580379,0.995095,0.00001461905,0.00001334966,0.0002282372,0.0008543209,0.0002077975,0.001486357,0.0000562042,0.001981564,0.000004266762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.994504,0.0006679757,0.0004694606,0.00009674812,0.000005054887,0.00003903539,0.0005575729,0.00002139518,0.003638833],"genre_scores_gemma":[0.996387,0.0009633974,0.0006714495,0.00003970412,0.00001280927,0.000009255175,0.0005186566,0.000004379848,0.001393295],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1184381,"threshold_uncertainty_score":0.2354974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200327339","doi":"10.2166/bgs.2021.016","title":"The potential of Blue-Green infrastructure as a climate change adaptation strategy: a systematic literature review","year":2021,"lang":"en","type":"article","venue":"Blue-Green Systems","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":162,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Green infrastructure; Urban heat island; Stormwater; Stormwater management; Flooding (psychology); Climate change; Environmental planning; Low-impact development; Environmental science; Surface runoff; Environmental resource management; Climate change adaptation; Urban planning; Urban climate; Scale (ratio); Business; Computer science; Civil engineering; Geography; Meteorology; Engineering; Cartography","authors":[{"name":"Tamer Almaaitah","is_ca":true},{"name":"Madison Appleby","is_ca":true},{"name":"Howard Rosenblat","is_ca":true},{"name":"Jennifer Drake","is_ca":true},{"name":"Darko Joksimovic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01709513238089039,"gpt":0.2307440350259659,"spread":0.2136489026450755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01095378,0.00111656,0.003802581,0.01578999,0.0006318878,0.003652353,0.001559638,0.001711594,0.004050404],"category_scores_gemma":[0.0435709,0.0007254701,0.005017004,0.01305748,0.0008786957,0.002926937,0.001721619,0.001084846,0.0003326414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003592795,"about_ca_system_score_gemma":0.01873131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00807082,"about_ca_topic_score_gemma":0.02547558,"domain_scores_codex":[0.9942846,0.002287454,0.001753628,0.0003932512,0.001052223,0.0002289223],"domain_scores_gemma":[0.9659835,0.02532144,0.004141228,0.0004548737,0.003734316,0.0003647151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000994511,0.00002876466,0.0009999657,0.9132338,0.003522821,0.0001419311,0.0005960676,0.0002343613,0.0002071018,0.0008944763,0.002065165,0.07797617],"study_design_scores_gemma":[0.00005394546,0.0001171437,0.002587122,0.9522046,0.01882484,0.0002256992,0.0008085227,0.0001313662,0.0001563124,0.0005252816,0.02433281,0.0000324093],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002048627,0.9953706,0.0003983768,0.0006705433,0.0001530769,0.0003678118,0.0003829762,0.00001001648,0.0005978802],"genre_scores_gemma":[0.02042958,0.9769911,0.001055691,0.0005481046,0.00007254068,0.0005628436,0.0002064927,0.000005783665,0.0001277987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01578999,"threshold_uncertainty_score":0.05792981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995363598","doi":"10.1016/j.envsoft.2004.02.009","title":"Global optimal real-time control of the Quebec urban drainage system","year":2004,"lang":"en","type":"article","venue":"Environmental Modelling & Software","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":160,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Combined sewer; Reliability (semiconductor); Environmental science; Real-time Control System; Drainage; Control (management); Drainage network; Salient; Drainage system (geomorphology); Civil engineering; Hydrology (agriculture); Water resource management; Engineering; Computer science; Geography; Drainage basin; Cartography; Stormwater; Geotechnical engineering","authors":[{"name":"Martin Pleau","is_ca":false},{"name":"H COLAS","is_ca":false},{"name":"P. Lavallée","is_ca":false},{"name":"Geneviève Pelletier","is_ca":false},{"name":"Richard Bonin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004811763447756084,"gpt":0.1668587528833803,"spread":0.1620469894356242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004494639,0.0007075334,0.0005445739,0.0004135666,0.0009288962,0.001570159,0.0006700532,0.0006095623,0.002808542],"category_scores_gemma":[0.0008426929,0.0002740042,0.0002548256,0.0004701936,0.0008223527,0.0003845004,0.0004979633,0.0004306127,0.0001721986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006565742,"about_ca_system_score_gemma":0.00436435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7895502,"about_ca_topic_score_gemma":0.8169678,"domain_scores_codex":[0.9997768,0.00004557918,0.000005236396,0.00004744857,0.0000406434,0.00008433218],"domain_scores_gemma":[0.9996772,0.00009276085,0.00003773621,0.00001525089,0.0001339504,0.00004314525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005394104,0.00001451152,0.0005503574,0.0000082816,0.00000722899,0.00002172325,0.00002051325,0.9919008,0.000710768,0.0008651305,0.0006543083,0.005192419],"study_design_scores_gemma":[0.00001200497,0.0000122153,0.0007836911,0.00000105983,0.000004152527,0.000001368301,0.00001979071,0.9984799,0.0001387593,0.0002625441,0.0002801975,0.000004291462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8545863,0.0004781498,0.1165999,0.0007993505,0.0001173026,0.0001055857,0.0008024247,0.0009806755,0.02553026],"genre_scores_gemma":[0.9960045,0.00002733581,0.001788881,0.00001997672,0.000003500726,0.00001033915,0.00006500387,0.00001642646,0.002064077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2104498,"threshold_uncertainty_score":0.4233783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149480136","doi":"10.1139/er-2013-0013","title":"Performance indicators for small- and medium-sized water supply systems: a review","year":2013,"lang":"en","type":"review","venue":"Environmental Reviews","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":155,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Comparability; Computer science; Performance indicator; Risk analysis (engineering); Asset (computer security); Environmental economics; Business; Marketing; Economics","authors":[{"name":"Husnain Haider","is_ca":true},{"name":"Rehan Sadiq","is_ca":true},{"name":"Solomon Tesfamariam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0384119634916198,"gpt":0.2582974028807937,"spread":0.2198854393891739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005842021,0.001685351,0.002381327,0.0103359,0.0005450516,0.003083333,0.002267496,0.001388752,0.002800943],"category_scores_gemma":[0.01321006,0.0005529096,0.002306352,0.01276721,0.00109809,0.003841142,0.001127129,0.001423306,0.0008933115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002705297,"about_ca_system_score_gemma":0.005637729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005429109,"about_ca_topic_score_gemma":0.005228093,"domain_scores_codex":[0.9957941,0.0008478628,0.001010209,0.0004693348,0.00171159,0.0001668328],"domain_scores_gemma":[0.9869701,0.00815001,0.002166437,0.0002008643,0.002338253,0.0001743552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008529908,0.0001829109,0.002394147,0.1423968,0.000347633,0.0001352516,0.0004287432,0.001743709,0.0009713978,0.009474973,0.01611618,0.8257229],"study_design_scores_gemma":[0.00002482538,0.0004673283,0.01271625,0.1094354,0.0017596,0.001008454,0.001060749,0.001570516,0.002479094,0.004417772,0.864878,0.0001820121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007126045,0.9961157,0.0007853485,0.0003712093,0.0001327916,0.00004803738,0.0001262235,0.00002229444,0.001685702],"genre_scores_gemma":[0.00715679,0.9904744,0.001591131,0.0001552862,0.0001011278,0.00006337028,0.0002018999,0.000007563939,0.0002483937],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0103359,"threshold_uncertainty_score":0.03089589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061010359","doi":"10.1007/s10750-014-2100-5","title":"Stormwater ponds can contain comparable biodiversity to unmanaged wetlands in urban areas","year":2014,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":153,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Natural Resources Canada","keywords":"Biodiversity; Stormwater; Wetland; Ecosystem services; Environmental science; Urban ecology; Geography; Land use; Surface runoff; Ecology; Ecosystem; Environmental resource management; Urbanization; Biology","authors":[{"name":"Christopher Hassall","is_ca":false},{"name":"Sarah M. Anderson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01131396691471099,"gpt":0.1927153654356793,"spread":0.1814013985209683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002753164,0.0001290977,0.0002072237,0.0008037484,0.000769176,0.0008002811,0.0002727227,0.0002009321,0.005392856],"category_scores_gemma":[0.0006090118,0.0001079365,0.0001481584,0.001135045,0.0005702939,0.0008111247,0.001031054,0.0001140991,0.0003485292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000568781,"about_ca_system_score_gemma":0.0007296869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005537457,"about_ca_topic_score_gemma":0.0408373,"domain_scores_codex":[0.9997523,0.00004437325,0.00001387623,0.0000314454,0.00008395089,0.00007409417],"domain_scores_gemma":[0.9995012,0.00008208259,0.000149377,0.00006442146,0.0001217794,0.00008112985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007835416,0.0006734839,0.5955232,0.0003704561,0.0001676493,0.001941953,0.002321313,0.004688025,0.03655063,0.006607849,0.005279415,0.3450925],"study_design_scores_gemma":[0.00004719652,0.0004523167,0.948244,0.00005978161,0.000072124,0.0009321268,0.007996872,0.002537731,0.005969735,0.003915918,0.02975156,0.00002069697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864784,0.00009404319,0.001857841,0.0001232794,0.0000095511,0.00003968391,0.0003392255,0.00009676664,0.01096125],"genre_scores_gemma":[0.9961279,0.00009661561,0.001143046,0.00002514415,0.000005360426,0.00001668059,0.000284162,0.000006880259,0.002294258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005537457,"threshold_uncertainty_score":0.0180409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327962750","doi":"10.2166/wqrjc.2013.055","title":"Review of environmental performance of permeable pavement systems: state of the knowledge","year":2013,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":149,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph; Environment and Climate Change Canada; University of Toronto","funders":"","keywords":"Stormwater; Environmental science; Stormwater management; Pollutant; Urbanization; Environmental planning; Current (fluid); Water quality; Surface runoff; Environmental resource management; Environmental engineering; Engineering","authors":[{"name":"Jennifer Drake","is_ca":true},{"name":"Andrea Bradford","is_ca":true},{"name":"Jiří Maršálek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08158017590944527,"gpt":0.3329054027965088,"spread":0.2513252268870635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001675138,0.001297635,0.003298222,0.004811501,0.0003573635,0.002054712,0.001453284,0.001209379,0.002880506],"category_scores_gemma":[0.003923513,0.0006511398,0.00122843,0.007395982,0.0004878204,0.002146175,0.0007189922,0.0007680393,0.0009821806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000368,"about_ca_system_score_gemma":0.003961741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00415163,"about_ca_topic_score_gemma":0.005973392,"domain_scores_codex":[0.9986842,0.0002165881,0.0003429932,0.0002106974,0.0004751727,0.00007033237],"domain_scores_gemma":[0.9951231,0.002696884,0.0008237205,0.00009262898,0.00116657,0.00009711405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001438185,0.00008785034,0.0006548153,0.26243,0.0006426047,0.0002298822,0.0002173745,0.001524262,0.003978085,0.001956039,0.02166251,0.7064727],"study_design_scores_gemma":[0.0000170243,0.0005019269,0.005636073,0.07279307,0.002462552,0.001033802,0.0004520413,0.0005061777,0.003745985,0.001588625,0.911176,0.00008656491],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004962658,0.9982241,0.0001667974,0.0001356007,0.0001224401,0.0000068774,0.00007886193,0.000005698705,0.0007634418],"genre_scores_gemma":[0.002202305,0.997205,0.0002075713,0.00007743231,0.00007250253,0.000006326743,0.0000694339,0.000002353136,0.0001571018],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004811501,"threshold_uncertainty_score":0.009636283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089440482","doi":"10.1016/j.conbuildmat.2012.07.044","title":"Investigating the effect of mixture design parameters on pervious concrete by statistical modelling","year":2012,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":149,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"U.S. Environmental Protection Agency","keywords":"Portland cement; Cement; Fractional factorial design; Materials science; Compressive strength; Response surface methodology; Parametric statistics; Factorial experiment; Pervious concrete; Porosity; Aggregate (composite); Design of experiments; Composite material; Mathematics; Statistics","authors":[{"name":"Mohammed Sonebi","is_ca":false},{"name":"M. T. Bassuoni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01830355215400793,"gpt":0.2265011847306776,"spread":0.2081976325766697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005092027,0.0009008521,0.0008991517,0.0009030388,0.0004179261,0.001072804,0.0008061543,0.001110756,0.001234393],"category_scores_gemma":[0.01760409,0.0008199168,0.001240732,0.0007980323,0.0007360384,0.001379981,0.000731965,0.0008835243,0.0002670718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007638562,"about_ca_system_score_gemma":0.0005146874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002905949,"about_ca_topic_score_gemma":0.003591615,"domain_scores_codex":[0.9973887,0.001334923,0.0001324175,0.0003399275,0.0006111743,0.0001929154],"domain_scores_gemma":[0.9736376,0.02235121,0.001703341,0.001361962,0.0008208281,0.00012492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008115983,0.0001941352,0.01052244,0.00008895213,0.000181403,0.00005671726,0.00009350774,0.9385656,0.02948821,0.002115042,0.00007793954,0.01780448],"study_design_scores_gemma":[0.00001673984,0.000469974,0.006157573,0.000007465746,0.0001450909,0.00004176714,0.00004016738,0.9622137,0.02957813,0.00101537,0.0002743275,0.000039661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8016842,0.0001630412,0.1965401,0.00005859565,0.00001698706,0.00004218286,0.00009931685,0.0002748858,0.001120599],"genre_scores_gemma":[0.9881659,0.00003890011,0.0112348,0.00000721124,0.000003330774,0.00002120373,0.00006122485,0.00004751623,0.0004200098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005092027,"threshold_uncertainty_score":0.0269295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3002484536","doi":"10.1016/j.scitotenv.2020.136918","title":"The impact of media, plants and their interactions on bioretention performance: A review","year":2020,"lang":"en","type":"review","venue":"The Science of The Total Environment","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":146,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bioretention; Environmental science; Low-impact development; Stormwater; Evapotranspiration; Infiltration (HVAC); Sustainability; Greywater; Environmental engineering; Stormwater management; Surface runoff; Ecology; Wastewater; Meteorology; Geography","authors":[{"name":"Anton Skorobogatov","is_ca":true},{"name":"Jianxun He","is_ca":true},{"name":"Angus Chu","is_ca":true},{"name":"Caterina Valeo","is_ca":true},{"name":"Bert van Duin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02970097445213098,"gpt":0.2689002960987795,"spread":0.2391993216466485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001112439,0.001154213,0.002191311,0.00298156,0.0002537126,0.001680446,0.0008568839,0.00147115,0.0034836],"category_scores_gemma":[0.001626099,0.000418713,0.001086732,0.003408638,0.0004422672,0.00156498,0.0008539818,0.0009401812,0.0008328863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006612266,"about_ca_system_score_gemma":0.002094316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002586215,"about_ca_topic_score_gemma":0.006375944,"domain_scores_codex":[0.9996337,0.00005235215,0.00006530609,0.00007661116,0.0001383523,0.00003373086],"domain_scores_gemma":[0.9989763,0.0006196821,0.0001841117,0.00001662528,0.0001668865,0.00003646512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001482803,0.0001070217,0.000374705,0.1094632,0.0004584133,0.0001453641,0.00007340584,0.0004701073,0.002524882,0.002111752,0.01218141,0.8719414],"study_design_scores_gemma":[0.00005923207,0.0003928049,0.002707916,0.03405335,0.002480071,0.000895666,0.0002457741,0.0002033713,0.001598172,0.001755481,0.9555403,0.00006766328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008397855,0.9995993,0.00002892834,0.00006172898,0.00004669437,0.00000233562,0.00001445177,0.000001534187,0.0001610393],"genre_scores_gemma":[0.0003840586,0.9993654,0.00005652906,0.00005911265,0.00003446659,0.000002571356,0.00001030732,4.231038e-7,0.00008702713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0034836,"threshold_uncertainty_score":0.01165378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124708815","doi":"10.1061/(asce)mt.1943-5533.0000049","title":"Effect of Coarse Aggregate on the Freeze-Thaw Durability of Pervious Concrete","year":2009,"lang":"en","type":"article","venue":"Journal of Materials in Civil Engineering","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":146,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gradation; Durability; Aggregate (composite); Pervious concrete; Geotechnical engineering; Environmental science; Yield (engineering); Materials science; Composite material; Geology; Cement; Computer science","authors":[{"name":"John T. Kevern","is_ca":false},{"name":"K. Wang","is_ca":false},{"name":"Vernon R. Schaefer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005834213944853742,"gpt":0.2013110370961804,"spread":0.1954768231513266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004592094,0.0002218794,0.0002099187,0.0003626827,0.0002500673,0.0003236808,0.0001322512,0.0001564617,0.00143597],"category_scores_gemma":[0.0008127584,0.0001737624,0.0001935423,0.0001768642,0.0002736105,0.000216812,0.0003575706,0.0002689478,0.0001453609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002619365,"about_ca_system_score_gemma":0.0001619582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002139068,"about_ca_topic_score_gemma":0.007209884,"domain_scores_codex":[0.9995986,0.00006265536,0.00004248333,0.00006033741,0.0001663136,0.00006962613],"domain_scores_gemma":[0.9992064,0.0003109867,0.0001618222,0.00006690872,0.0001395139,0.0001143543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007931273,0.00006554073,0.01321799,0.00005327662,0.00003352113,0.0001378317,0.0002028171,0.002306222,0.9774637,0.00007206408,0.00002489677,0.00562899],"study_design_scores_gemma":[0.000008095299,0.001380398,0.03528814,0.000008433029,0.00004632198,0.0001027492,0.0001434215,0.001225709,0.9613155,0.0000272277,0.0004443263,0.000009693757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993544,0.00009355941,0.0001986915,0.000002882531,0.000001283055,0.000002747654,0.00002495359,0.000007840412,0.0003136657],"genre_scores_gemma":[0.9993974,0.00005008778,0.0002067066,0.000006250237,8.733089e-7,0.000001047868,0.00003011732,0.000004727357,0.0003028973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002139068,"threshold_uncertainty_score":0.004803777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034976730","doi":"10.1289/ehp.113-a456","title":"Paving Paradise: The Peril of Impervious Surfaces","year":2005,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":146,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Impervious surface; Quarter (Canadian coin); Paradise; Expansive; Surface runoff; Archaeology; Geography; History; Art history; Ecology","authors":[{"name":"Lance Frazer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009070177836667685,"gpt":0.2419376417075794,"spread":0.2328674638709117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007308251,0.0002726481,0.0001703312,0.000465414,0.002493421,0.006523557,0.0008556108,0.002137162,0.02880037],"category_scores_gemma":[0.001720136,0.0001582282,0.000255743,0.000590606,0.003234015,0.004732062,0.002303186,0.002027721,0.001870307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146846,"about_ca_system_score_gemma":0.001910539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260503,"about_ca_topic_score_gemma":0.06874294,"domain_scores_codex":[0.9994081,0.0001746984,0.000009106514,0.00004961338,0.0002248794,0.0001335537],"domain_scores_gemma":[0.9992236,0.000189309,0.00006709723,0.00008541432,0.0001862863,0.0002483527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001246179,0.0001190551,0.008589257,0.0003068328,0.00001762563,0.0006408504,0.006984465,0.001390479,0.002746538,0.2976612,0.2658948,0.4155245],"study_design_scores_gemma":[0.000004658209,0.00007696296,0.006258062,0.0002233118,0.00001248011,0.0004892929,0.0169291,0.0005930357,0.0007197437,0.04772621,0.9269423,0.00002482795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.162766,0.02558401,0.01833589,0.2867045,0.003978323,0.0000433176,0.0004455908,0.0005610268,0.5015814],"genre_scores_gemma":[0.8246199,0.01510453,0.009466989,0.01191818,0.001280982,0.00002860805,0.0002177801,0.000268054,0.1370949],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02880037,"threshold_uncertainty_score":0.09634686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988128728","doi":"10.1016/j.watres.2013.04.030","title":"Temporal variability of combined sewer overflow contaminants: Evaluation of wastewater micropollutants as tracers of fecal contamination","year":2013,"lang":"en","type":"article","venue":"Water Research","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":137,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Polytechnique Montréal; Safe Engineering Services & Technologies (Canada); Natural Sciences and Engineering Research Council","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Outfall; Combined sewer; Fecal coliform; Contamination; Snowmelt; Environmental science; Sewage; Environmental chemistry; Wastewater; Stormwater; Surface runoff; Total suspended solids; Surface water; Hydrology (agriculture); Dilution; Environmental engineering; Water quality; Chemistry; Chemical oxygen demand; Ecology; Biology","authors":[{"name":"Anne-Sophie Madoux-Humery","is_ca":true},{"name":"Sarah Dorner","is_ca":true},{"name":"Sébastien Sauvé","is_ca":true},{"name":"Khadija Aboulfadl","is_ca":true},{"name":"Martine Galarneau","is_ca":true},{"name":"Pierre Servais","is_ca":false},{"name":"Michèle Prévost","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05045535331849738,"gpt":0.3238677465945786,"spread":0.2734123932760812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004623545,0.0001976106,0.0002068411,0.0006346022,0.0002496566,0.0005668252,0.0001969798,0.0003813381,0.0004822818],"category_scores_gemma":[0.0008808274,0.0001419983,0.0001654076,0.0006969327,0.0001935078,0.0004257975,0.0002979906,0.0002452436,0.00012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004898527,"about_ca_system_score_gemma":0.000337834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006617546,"about_ca_topic_score_gemma":0.008062655,"domain_scores_codex":[0.9997624,0.00003790539,0.00001386656,0.00008335126,0.00007741951,0.00002508214],"domain_scores_gemma":[0.9994915,0.0001263837,0.0001353575,0.00003292429,0.0001821515,0.00003168255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00177381,0.0001825259,0.6009879,0.00008422299,0.0001089922,0.0001193094,0.0003384148,0.00115031,0.3746086,0.0001685335,0.0001639707,0.02031342],"study_design_scores_gemma":[0.00002571211,0.001018874,0.8622116,0.00001236992,0.0001551825,0.0002467477,0.000453891,0.008936562,0.1251628,0.0001170911,0.001639924,0.00001922042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978583,0.0001458032,0.001205609,0.00001531296,0.00000406659,0.000009059449,0.000277551,0.00001434864,0.000469986],"genre_scores_gemma":[0.9980428,0.00009915204,0.001006678,0.00001248968,0.00000551179,0.00001698336,0.000269506,0.000007506422,0.0005394837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006617546,"threshold_uncertainty_score":0.01315808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884378838","doi":"10.1016/j.ecoleng.2018.07.007","title":"The role of plants in bioretention systems; does the science underpin current guidance?","year":2018,"lang":"en","type":"article","venue":"Ecological Engineering","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":135,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"University of Melbourne","keywords":"Bioretention; Phytoremediation; Low-impact development; Environmental science; Context (archaeology); Hydraulic conductivity; Sustainability; Environmental engineering; Agricultural engineering; Engineering; Biology; Ecology; Surface runoff; Stormwater; Soil science; Soil water; Stormwater management","authors":[{"name":"Danielle Dagenais","is_ca":true},{"name":"Jacques Brisson","is_ca":true},{"name":"Tim D. Fletcher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008974284694168059,"gpt":0.2061213339958794,"spread":0.1971470493017113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01658186,0.001180382,0.001919503,0.001679067,0.002241672,0.007362148,0.004529169,0.01308745,0.007654761],"category_scores_gemma":[0.0243679,0.0004483923,0.001151989,0.001070048,0.01319228,0.01091802,0.003888948,0.009653508,0.002424715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003339641,"about_ca_system_score_gemma":0.01722281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237444,"about_ca_topic_score_gemma":0.03472912,"domain_scores_codex":[0.9947812,0.002117322,0.0004027127,0.0006212281,0.001760155,0.0003173605],"domain_scores_gemma":[0.9614491,0.02813243,0.00266107,0.00151543,0.005134263,0.001107643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002733429,0.0004237572,0.003218987,0.007862723,0.0001502736,0.0003754581,0.001080073,0.0100753,0.004592991,0.3093016,0.08388841,0.5787572],"study_design_scores_gemma":[0.00004730334,0.0004050635,0.001295782,0.008173932,0.000128628,0.0002918643,0.002151148,0.00325625,0.003189899,0.3113381,0.6696083,0.0001137539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006315748,0.2425379,0.04414456,0.6496934,0.005378027,0.0001096928,0.0002783778,0.0002411677,0.05130109],"genre_scores_gemma":[0.1761957,0.6261533,0.05933819,0.1159559,0.006989032,0.0003328798,0.0002910668,0.000160743,0.01458314],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01658186,"threshold_uncertainty_score":0.08769435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2743985087","doi":"10.1007/s11783-017-0982-y","title":"A critical literature review of bioretention research for stormwater management in cold climate and future research recommendations","year":2017,"lang":"en","type":"article","venue":"Frontiers of Environmental Science & Engineering","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":131,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Bioretention; Environmental science; Stormwater; Low-impact development; Environmental engineering; Frost (temperature); Cold climate; Water quality; Vegetation (pathology); Hydrology (agriculture); Surface runoff; Stormwater management; Engineering; Ecology; Meteorology; Geotechnical engineering","authors":[{"name":"Hannah Kratky","is_ca":true},{"name":"Zhan Li","is_ca":true},{"name":"Yijun Chen","is_ca":true},{"name":"Chengjin Wang","is_ca":true},{"name":"Xiangfei Li","is_ca":false},{"name":"Tong Yu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02964277504502354,"gpt":0.3329819848850202,"spread":0.3033392098399967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01753327,0.001531446,0.002844616,0.02003889,0.001637718,0.005535516,0.00183105,0.003827484,0.007260351],"category_scores_gemma":[0.03871639,0.0008590426,0.0028662,0.01554657,0.002435073,0.008125938,0.002043742,0.003648543,0.001176816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007066204,"about_ca_system_score_gemma":0.02990129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0150005,"about_ca_topic_score_gemma":0.04051805,"domain_scores_codex":[0.9938304,0.00209849,0.001812416,0.0006038924,0.001333546,0.0003212541],"domain_scores_gemma":[0.9335929,0.04312776,0.004534112,0.0006435864,0.01722427,0.0008774897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002632953,0.0001658144,0.001570229,0.3439557,0.0008234882,0.0006776566,0.001956064,0.0005582278,0.001429775,0.01451995,0.07628733,0.5577926],"study_design_scores_gemma":[0.00005826712,0.0001798052,0.00357609,0.5295436,0.002636394,0.0006446443,0.004123183,0.0002625794,0.0005454188,0.009035297,0.449316,0.00007870995],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004218431,0.9836928,0.0004170616,0.01245369,0.001335327,0.00008986329,0.0001133461,0.000009007921,0.00146697],"genre_scores_gemma":[0.003232877,0.9891639,0.001391366,0.00486336,0.0007279293,0.0001101276,0.0001094988,0.00000700013,0.0003939897],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02003889,"threshold_uncertainty_score":0.09272593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084775461","doi":"10.1016/j.jenvman.2013.11.056","title":"Stormwater quality of spring–summer-fall effluent from three partial-infiltration permeable pavement systems and conventional asphalt pavement","year":2014,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":131,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; Toronto and Region Conservation Authority; University of Toronto","funders":"City of Toronto","keywords":"Environmental science; Stormwater; Surface runoff; Total suspended solids; Environmental engineering; Effluent; Water quality; Pollutant; Infiltration (HVAC); Suspended solids; Pervious concrete; Hydrology (agriculture); Wastewater; Chemical oxygen demand; Chemistry; Geotechnical engineering; Cement; Geology","authors":[{"name":"Jennifer Drake","is_ca":true},{"name":"Andrea Bradford","is_ca":true},{"name":"Tim Van Seters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02101130787178369,"gpt":0.2258780311769694,"spread":0.2048667233051857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002859647,0.0002670557,0.0003891458,0.0002010427,0.0006879826,0.0005740366,0.0002744542,0.0005494842,0.001651787],"category_scores_gemma":[0.0003195894,0.00015536,0.000449649,0.0002767578,0.0002717157,0.0004058099,0.0002033913,0.000360432,0.0002254987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008183382,"about_ca_system_score_gemma":0.0004250185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0295589,"about_ca_topic_score_gemma":0.0378626,"domain_scores_codex":[0.9997099,0.00003360733,0.00002761239,0.00007880724,0.00008540229,0.00006459069],"domain_scores_gemma":[0.9997383,0.00005576833,0.00002899405,0.00001202141,0.0001218129,0.0000431627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01145203,0.001115083,0.1764496,0.0002009424,0.0001919239,0.0007300598,0.0007235782,0.005253874,0.7874101,0.0001363094,0.0008982313,0.01543824],"study_design_scores_gemma":[0.0001716844,0.004011906,0.7450505,0.00001427106,0.0001730197,0.0001890709,0.0008650306,0.01305162,0.2351552,0.000118332,0.00116625,0.00003313818],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994494,0.00001213343,0.0001135814,0.000007360328,0.000003820134,0.000005354783,0.0001242969,0.000005971898,0.0002779345],"genre_scores_gemma":[0.9986176,0.00001568205,0.0001319946,0.00001310823,0.000001750348,0.00000426468,0.000400677,0.000003102227,0.000811691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0295589,"threshold_uncertainty_score":0.0587737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122362749","doi":"10.1039/c5ew00221d","title":"Survey of green building water systems reveals elevated water age and water quality concerns","year":2015,"lang":"en","type":"article","venue":"Environmental Science Water Research & Technology","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":124,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Division of Chemical, Bioengineering, Environmental, and Transport Systems; Health Canada; Water Research Foundation; Alfred P. Sloan Foundation; U.S. Environmental Protection Agency; National Science Foundation","keywords":"Unintended consequences; Water quality; Water conservation; Public health; Quality (philosophy); Environmental planning; Business; Natural resource economics; Clean water; Environmental health; Environmental resource management; Water resource management; Environmental economics; Environmental science; Political science; Engineering; Economics; Water resources; Ecology; Medicine; Waste management","authors":[{"name":"William J. Rhoads","is_ca":false},{"name":"Amy Pruden","is_ca":false},{"name":"Marc Edwards","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1198183103293327,"gpt":0.3517905633325805,"spread":0.2319722530032479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005496267,0.0001281561,0.0001460304,0.001249414,0.0004469442,0.0005451381,0.0002171956,0.000220381,0.00207881],"category_scores_gemma":[0.001376573,0.00009329456,0.0001424628,0.002275446,0.0003512328,0.0005155108,0.0006063611,0.0002718095,0.0003291351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004797628,"about_ca_system_score_gemma":0.000623467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.014268,"about_ca_topic_score_gemma":0.03753724,"domain_scores_codex":[0.9993908,0.0000903341,0.00004203434,0.00006296144,0.0003147046,0.00009904205],"domain_scores_gemma":[0.9973263,0.0003800101,0.001354357,0.0001328784,0.0005472346,0.000259227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006857979,0.0001051571,0.9515762,0.00007492449,0.00002882284,0.00007391274,0.001328531,0.0001559684,0.003613143,0.0003353284,0.001039316,0.04160008],"study_design_scores_gemma":[5.917624e-7,0.00009377532,0.9930859,0.00001099377,0.000006539543,0.00005943369,0.002297261,0.0001204553,0.0008508699,0.00009333999,0.003375801,0.000005046557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965132,0.0001554346,0.0002652352,0.000125147,0.000002170426,0.00001198655,0.0006145146,0.0000146657,0.002297763],"genre_scores_gemma":[0.9982195,0.000244457,0.0002654346,0.00006134837,0.000002316602,0.000005300959,0.0005107214,0.000003364505,0.0006875182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.014268,"threshold_uncertainty_score":0.0283699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004235194","doi":"10.1016/s0043-1354(99)00244-4","title":"Thermal enhancement of stormwater runoff by paved surfaces","year":2000,"lang":"en","type":"article","venue":"Water Research","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":119,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Surface runoff; Impervious surface; Environmental science; Stormwater; Hydrology (agriculture); Weather station; Runoff model; Thermal pollution; Rainwater harvesting; Meteorology; Environmental engineering; Geotechnical engineering; Geology; Geography","authors":[{"name":"M.A. Van Buren","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03684049164450751,"gpt":0.2894128450561403,"spread":0.2525723534116328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007451238,0.00014686,0.0001398645,0.0001479692,0.0001585438,0.0002944331,0.000108534,0.000152073,0.002334363],"category_scores_gemma":[0.0001232348,0.00009499114,0.0002122038,0.0001468945,0.0001566755,0.0002909617,0.0001431604,0.0001659736,0.0001341924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363005,"about_ca_system_score_gemma":0.0001299646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001873716,"about_ca_topic_score_gemma":0.003633137,"domain_scores_codex":[0.9999276,0.00001211415,0.00000139885,0.00001128379,0.0000220677,0.00002542471],"domain_scores_gemma":[0.9999454,0.00001244416,0.000009156304,0.000004023009,0.00002065271,0.00000833815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006322382,0.0001581318,0.008797088,0.0001133634,0.00002824427,0.00006913696,0.00005756097,0.00748331,0.9594143,0.0006093559,0.0002856082,0.02235166],"study_design_scores_gemma":[0.00004951297,0.0008976373,0.120756,0.00001520611,0.00007794991,0.0001343389,0.0003039235,0.0347685,0.8398524,0.0006424272,0.002482261,0.00001961535],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99663,0.0002509248,0.001066174,0.00002958025,0.00001364483,0.000006306317,0.00002821133,0.0000210348,0.001954098],"genre_scores_gemma":[0.998495,0.0001485983,0.0003247946,0.000007672056,0.000005936488,0.000001858237,0.00002291753,0.000005472341,0.0009878569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002334363,"threshold_uncertainty_score":0.007809222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2951165935","doi":"10.1016/j.jenvman.2019.05.134","title":"Evaluating Sponge City volume capture ratio at the catchment scale using SWMM","year":2019,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":118,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Scale (ratio); Volume (thermodynamics); Hydrology (agriculture); Drainage basin; Environmental engineering; Geography; Engineering; Geotechnical engineering; Cartography","authors":[{"name":"Mark Randall","is_ca":false},{"name":"Fubao Sun","is_ca":false},{"name":"Yongyong Zhang","is_ca":false},{"name":"Marina Bergen Jensen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02129890946273708,"gpt":0.2511923573418923,"spread":0.2298934478791552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007341138,0.0004315027,0.0003671311,0.001494195,0.0003086637,0.0009092981,0.0006779917,0.0005773638,0.002070076],"category_scores_gemma":[0.002273824,0.0002832488,0.0004046469,0.002124748,0.0001849626,0.0009953817,0.00052193,0.0002709011,0.0005200742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005576403,"about_ca_system_score_gemma":0.0004900652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02761204,"about_ca_topic_score_gemma":0.03399876,"domain_scores_codex":[0.9995407,0.00006398615,0.00003339304,0.0001005305,0.0001803794,0.00008108517],"domain_scores_gemma":[0.9991415,0.0003267378,0.00009299211,0.0001000667,0.0002908054,0.00004782188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005748188,0.0003963337,0.4193121,0.0001717801,0.0003518602,0.0002836694,0.0002169553,0.4036296,0.04571639,0.00113177,0.002433298,0.1257814],"study_design_scores_gemma":[0.00002740296,0.0001230954,0.1740358,0.0000110022,0.00007594248,0.00007184401,0.000190426,0.8096945,0.01408824,0.000358168,0.001280773,0.00004299401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666417,0.0001227947,0.02439882,0.00007007815,0.00003526948,0.00008149965,0.00256652,0.001053386,0.005030008],"genre_scores_gemma":[0.9849492,0.00005442508,0.01278652,0.00001719002,0.000008825225,0.00003061957,0.001328525,0.00006798471,0.000756716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02761204,"threshold_uncertainty_score":0.05490261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088147363","doi":"10.1139/l01-008","title":"Urban stormwater management planning with analytical probabilistic models","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":118,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Stormwater management; Stormwater; Environmental science; Probabilistic logic; Computer science; Civil engineering; Environmental planning; Surface runoff; Engineering","authors":[{"name":"Barry J. Adams","is_ca":false},{"name":"Fabian Papa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01321846491755873,"gpt":0.177746732231943,"spread":0.1645282673143842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001136118,0.0007338813,0.0008826383,0.001023408,0.0006452663,0.001680878,0.001373442,0.001076456,0.003171889],"category_scores_gemma":[0.004325076,0.001381507,0.0009865494,0.001617725,0.000766149,0.001667829,0.0008682478,0.0007223819,0.0003382363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002112024,"about_ca_system_score_gemma":0.002013364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0388016,"about_ca_topic_score_gemma":0.04791286,"domain_scores_codex":[0.9993007,0.0003015762,0.00002966727,0.00009507026,0.0001755591,0.00009738588],"domain_scores_gemma":[0.9985327,0.001032204,0.0001439557,0.0000567608,0.0001938353,0.00004064981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004298912,0.000005212445,0.00008449324,0.000004064523,0.00000374585,0.000005851445,0.000005763266,0.99492,0.00001838666,0.003460064,0.0001050087,0.001383098],"study_design_scores_gemma":[0.000002163848,0.000002723257,0.00003168993,0.000001527923,0.000002643938,0.000002210216,0.000004214695,0.9962161,0.00002707906,0.003536417,0.0001712743,0.000001886284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06237794,0.0004879087,0.9208516,0.0005747566,0.0000506842,0.0001077252,0.0004250813,0.0004230821,0.01470127],"genre_scores_gemma":[0.8913605,0.000679972,0.09946976,0.00005976867,0.00005542526,0.0002114931,0.0003576678,0.0001053692,0.007699965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0388016,"threshold_uncertainty_score":0.07715154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014575585","doi":"10.1890/12-0825.1","title":"Beyond best management practices: pelagic biogeochemical dynamics in urban stormwater ponds","year":2013,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Trent University","funders":"Ontario Ministry of Economic Development and Innovation","keywords":"Stormwater; Biogeochemical cycle; Plankton; Environmental science; Pelagic zone; Dissolved organic carbon; Ecology; Aquatic ecosystem; Suspended solids; Total suspended solids; Biogeochemistry; Hydrology (agriculture); Nutrient cycle; Nutrient; Surface runoff; Environmental engineering; Biology; Sewage treatment; Wastewater; Chemical oxygen demand","authors":[{"name":"Clayton J. Williams","is_ca":true},{"name":"Paul C. Frost","is_ca":true},{"name":"Marguerite A. Xenopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01198704718777962,"gpt":0.2307765438256655,"spread":0.2187894966378859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002868639,0.0001197819,0.000165823,0.0003092224,0.0005288051,0.0007873669,0.0002555579,0.0001863986,0.0005226498],"category_scores_gemma":[0.001084224,0.00008256532,0.0001198337,0.0008066553,0.0006517047,0.0003956632,0.0004391368,0.000109746,0.00004851912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003703665,"about_ca_system_score_gemma":0.001783296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3756643,"about_ca_topic_score_gemma":0.7178934,"domain_scores_codex":[0.9998259,0.00002958265,0.000008534735,0.00004597472,0.00004486041,0.00004519631],"domain_scores_gemma":[0.9994904,0.00006098851,0.0002091972,0.00003718707,0.0001154179,0.00008678126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003257925,0.00001693836,0.9868153,0.00001753019,0.00003307579,0.0001116118,0.001559933,0.0007310539,0.001292288,0.0001162256,0.0001316521,0.009141845],"study_design_scores_gemma":[8.627129e-7,0.00001375809,0.9975469,0.000003347932,0.000004663003,0.00001475113,0.001185176,0.0007092058,0.00009845465,0.00005693235,0.000363779,0.00000228499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994133,0.00004215142,0.0001153956,0.000040668,5.177025e-7,0.000003562414,0.0000553115,0.000002628604,0.0003266194],"genre_scores_gemma":[0.9995556,0.00005126863,0.0001283857,0.000009352611,6.447739e-7,0.00000171636,0.00005611866,8.436186e-7,0.0001960917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3756643,"threshold_uncertainty_score":0.7469554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2561206711","doi":"10.21809/rilemtechlett.2016.24","title":"Pervious Concrete: Mix Design, Properties and Applications","year":2016,"lang":"en","type":"article","venue":"RILEM Technical Letters","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":111,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; University of Manitoba","funders":"","keywords":"Pervious concrete; Impervious surface; Environmental science; Urban heat island; Portland cement; Stormwater; Surface runoff; Drainage; Clogging; Urbanization; Flooding (psychology); Civil engineering; Environmental engineering; Engineering; Cement","authors":[{"name":"Mohammed Sonebi","is_ca":false},{"name":"M. T. Bassuoni","is_ca":true},{"name":"Ammar Yahia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0228156558120359,"gpt":0.1942348938959449,"spread":0.171419238083909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000326218,0.0005500239,0.0002254488,0.001153492,0.0002402492,0.0005680502,0.0004406697,0.0006347531,0.003369767],"category_scores_gemma":[0.0003224774,0.0003086416,0.0001806765,0.0007621326,0.000270572,0.0006152786,0.0004793226,0.0003226167,0.001520592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005863229,"about_ca_system_score_gemma":0.0003763897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007543367,"about_ca_topic_score_gemma":0.001643881,"domain_scores_codex":[0.9996406,0.00003161947,0.0000238371,0.00004324744,0.0002366881,0.00002401499],"domain_scores_gemma":[0.9998152,0.00001743599,0.00005744143,0.00001396118,0.00007112843,0.00002483364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003100214,0.0002008741,0.003777742,0.002099809,0.00001962777,0.0003865439,0.0003195494,0.03420063,0.5526707,0.01129361,0.003900296,0.3908207],"study_design_scores_gemma":[0.00004054773,0.001598609,0.01239867,0.0004930571,0.00006545112,0.002444969,0.0004153268,0.04586147,0.4960316,0.007825626,0.4327206,0.0001040767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4579442,0.05764246,0.3255624,0.001685614,0.0002954652,0.0006565296,0.00134858,0.002824819,0.1520398],"genre_scores_gemma":[0.8854584,0.0106864,0.06058429,0.0001138136,0.00007475002,0.0001762606,0.0004208868,0.0001522986,0.04233288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003369767,"threshold_uncertainty_score":0.01127303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082014827","doi":"10.1016/j.watres.2010.11.004","title":"Transport of polycyclic aromatic hydrocarbons and pesticides during snowmelt within an urban watershed","year":2010,"lang":"en","type":"article","venue":"Water Research","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":108,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Snowmelt; Fluoranthene; Environmental chemistry; Pyrene; Environmental science; Surface water; Bifenthrin; Hydrology (agriculture); Lindane; Phenanthrene; Heptachlor; Pesticide; Chemistry; Snow; Dieldrin; Environmental engineering; Geology; Ecology","authors":[{"name":"Torsten Meyer","is_ca":true},{"name":"Ying Duan Lei","is_ca":true},{"name":"Frank Wania","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03000185010572316,"gpt":0.2766093543669225,"spread":0.2466075042611994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001344067,0.0002263972,0.0002667842,0.0004562052,0.001321627,0.0007203755,0.0002433377,0.0005061696,0.0008424064],"category_scores_gemma":[0.0002361532,0.0001840683,0.0003223001,0.0005876404,0.0003561961,0.000430803,0.0003721033,0.0002234991,0.000133211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001545824,"about_ca_system_score_gemma":0.001415424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1073633,"about_ca_topic_score_gemma":0.1249094,"domain_scores_codex":[0.9998895,0.00001792144,0.000005262555,0.00002487898,0.00001897515,0.00004349595],"domain_scores_gemma":[0.9998584,0.00003024839,0.00003014745,0.000005000917,0.00003177823,0.00004432885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003401839,0.0006677688,0.8737943,0.00009374666,0.0001621659,0.003411731,0.003228283,0.01159506,0.08801878,0.0004511054,0.0008705813,0.01430463],"study_design_scores_gemma":[0.00008195217,0.001021426,0.9532858,0.00001402646,0.00006404184,0.0002310083,0.005285731,0.0261951,0.0126444,0.0002537672,0.0009038033,0.00001897782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996966,0.00000518056,0.00002497216,0.000008153726,9.926198e-7,0.000004627635,0.00006958669,0.000002155077,0.0001877841],"genre_scores_gemma":[0.999176,0.00002554254,0.0001161152,0.000005850128,0.000002204864,0.000005310356,0.0001824299,0.00000179611,0.0004847568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1073633,"threshold_uncertainty_score":0.2134768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149341170","doi":"10.1002/hyp.186","title":"The quality of water and sediments of street runoff in Amman, Jordan","year":2001,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":105,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"University of Essex","keywords":"Surface runoff; Environmental science; Hydrology (agriculture); Arid; Pollution; Cadmium; Water quality; Deposition (geology); Sediment; Environmental chemistry; Geology; Chemistry; Geomorphology; Ecology","authors":[{"name":"Anwar Jiries","is_ca":false},{"name":"Helmi. H. Hussein","is_ca":true},{"name":"Zeid Halaseh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03004820574199043,"gpt":0.2638051159882921,"spread":0.2337569102463017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001717583,0.0002031723,0.0001988497,0.0004628402,0.0004102844,0.0005601027,0.000208733,0.0002722784,0.0009297269],"category_scores_gemma":[0.0001498357,0.0001275991,0.0001295831,0.0009927503,0.000188954,0.0002021572,0.0002621298,0.0001200146,0.0002445224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003646033,"about_ca_system_score_gemma":0.0004526053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003972472,"about_ca_topic_score_gemma":0.008882654,"domain_scores_codex":[0.9998677,0.00002371566,0.00001101176,0.00003215848,0.00004521341,0.00002030663],"domain_scores_gemma":[0.99989,0.000009971573,0.00003926634,0.000004289976,0.00004379503,0.00001282175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004110054,0.0002611836,0.8765929,0.000298464,0.0001265577,0.00181701,0.002103036,0.001105515,0.0901631,0.0001412279,0.0006382954,0.02634181],"study_design_scores_gemma":[0.00001019654,0.0001415221,0.9884393,0.00001374097,0.00001773276,0.0002794101,0.001650166,0.0008028794,0.006464608,0.00008069527,0.00209352,0.000006361555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991548,0.0000526399,0.00006770703,0.00001303876,0.00000128077,0.000006824551,0.00022375,0.00000441246,0.0004754752],"genre_scores_gemma":[0.9982244,0.0001356565,0.0003457068,0.00002017183,0.000006136948,0.00001542671,0.0004554951,0.000003114164,0.0007938136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003972472,"threshold_uncertainty_score":0.007898688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006785975","doi":"10.1016/j.rcrx.2020.100033","title":"Optimal sizing of rainwater harvesting systems for domestic water usages: A systematic literature review","year":2020,"lang":"en","type":"article","venue":"Resources Conservation & Recycling X","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Rainwater harvesting; Sizing; Computer science; Capital cost; Optimization problem; Environmental science; Risk analysis (engineering); Environmental economics; Engineering; Business; Economics","authors":[{"name":"Mary Semaan","is_ca":false},{"name":"Susan D. Day","is_ca":true},{"name":"Michael J. Garvin","is_ca":false},{"name":"Naren Ramakrishnan","is_ca":false},{"name":"Annie R. Pearce","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03884676997787498,"gpt":0.2556427796281375,"spread":0.2167960096502625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004248807,0.001673501,0.003417045,0.006608533,0.0004161554,0.002280711,0.001660504,0.001311598,0.004353256],"category_scores_gemma":[0.0167303,0.0008523648,0.004698147,0.007146554,0.0005433977,0.001845571,0.0007505518,0.0008161647,0.0004979012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557208,"about_ca_system_score_gemma":0.009920959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007247597,"about_ca_topic_score_gemma":0.01579823,"domain_scores_codex":[0.9978874,0.0005231959,0.0007215608,0.0002619762,0.0005315439,0.00007430606],"domain_scores_gemma":[0.985818,0.01137362,0.001220749,0.0001833352,0.001308308,0.00009591108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001681734,0.00009444211,0.0009068894,0.5981084,0.002861043,0.0001521154,0.0002285188,0.003264056,0.0005590504,0.002275112,0.003195556,0.3881868],"study_design_scores_gemma":[0.0001722818,0.0008567997,0.005388397,0.8109013,0.03678716,0.000798747,0.0008583652,0.003189829,0.001718276,0.004980892,0.1341964,0.0001515078],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001642672,0.9949902,0.00151523,0.0002544331,0.00006691652,0.0002086636,0.0002953576,0.00002076812,0.001005876],"genre_scores_gemma":[0.009924326,0.9863694,0.003008777,0.0001361468,0.00004219894,0.0001449172,0.0002208634,0.00001026197,0.0001431435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007247597,"threshold_uncertainty_score":0.02247012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159637219","doi":"10.1016/j.jenvman.2006.09.023","title":"Impervious surface as an indicator of pH and specific conductance in the urbanizing coastal zone of New Jersey, USA","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":103,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"General Electric (Canada); University of Toronto","funders":"National Oceanic and Atmospheric Administration; National Estuarine Research Reserve System","keywords":"Impervious surface; Environmental science; Pollution; Point source pollution; Water quality; Hydrology (agriculture); Surface water; Cover (algebra); Environmental engineering; Nonpoint source pollution; Geology; Ecology; Geotechnical engineering; Engineering","authors":[{"name":"Tenley M. Conway","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01208421256944935,"gpt":0.2054473744064506,"spread":0.1933631618370012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000262666,0.0001772344,0.00020813,0.0007748891,0.0005759394,0.0005231585,0.0005443066,0.0002839797,0.0005970425],"category_scores_gemma":[0.0006685813,0.0002193301,0.0001637208,0.001413313,0.0004168591,0.000332642,0.0004770556,0.000436235,0.000116279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009711804,"about_ca_system_score_gemma":0.000761861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3450926,"about_ca_topic_score_gemma":0.6747144,"domain_scores_codex":[0.9998063,0.00004486069,0.00001528012,0.00003918779,0.0000569227,0.00003737232],"domain_scores_gemma":[0.999391,0.0001401964,0.0001672444,0.00002755387,0.0001588543,0.0001151921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001047596,0.00008419328,0.9957759,0.000009040724,0.00002962751,0.0001006505,0.0004591267,0.00009930388,0.0009533604,0.00002538907,0.0003389142,0.002019821],"study_design_scores_gemma":[0.000002594919,0.00002894619,0.9989691,0.00000145382,0.00001291528,0.00003745183,0.0005813906,0.0001235714,0.00007414855,0.000006833767,0.0001595447,0.000001992601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992569,0.00003094393,0.00003680589,0.00003515658,0.000002399102,0.00000475073,0.0002027934,0.000003401997,0.0004269755],"genre_scores_gemma":[0.9991667,0.00004576638,0.0001224211,0.00002923484,0.000002607838,0.000009084002,0.0003651526,0.000001591806,0.0002575146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3450926,"threshold_uncertainty_score":0.686168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014962160","doi":"10.1016/j.scitotenv.2014.08.030","title":"Evaluating rain gardens as a method to reduce the impact of sewer overflows in sources of drinking water","year":2014,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":103,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Safe Engineering Services & Technologies (Canada); Natural Sciences and Engineering Research Council of Canada; Institut National de la Recherche Scientifique; Polytechnique Montréal","funders":"Canada Foundation for Innovation","keywords":"Combined sewer; Environmental science; Impervious surface; Stormwater; Drainage; Surface runoff; Hydrology (agriculture); Drainage basin; Low-impact development; Precipitation; Environmental engineering; Water resource management; Stormwater management; Engineering; Geography; Meteorology; Ecology","authors":[{"name":"Laurène Autixier","is_ca":true},{"name":"Alain Mailhot","is_ca":true},{"name":"Samuel Bolduc","is_ca":true},{"name":"Anne-Sophie Madoux-Humery","is_ca":true},{"name":"Martine Galarneau","is_ca":true},{"name":"Michèle Prévost","is_ca":true},{"name":"Sarah Dorner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02257938957147918,"gpt":0.297691757383382,"spread":0.2751123678119028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00337036,0.0005868194,0.0004652627,0.0008814445,0.0005044809,0.001247771,0.0009945257,0.0005921444,0.002572046],"category_scores_gemma":[0.009245618,0.0002456464,0.0007484633,0.0007191984,0.0004387748,0.001109612,0.0007235442,0.0005307239,0.0002119444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375807,"about_ca_system_score_gemma":0.003984031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01685535,"about_ca_topic_score_gemma":0.04247036,"domain_scores_codex":[0.9972013,0.001460179,0.0001201343,0.0002109195,0.0008143643,0.0001930442],"domain_scores_gemma":[0.9924443,0.004094035,0.001448835,0.0003447247,0.001128366,0.0005397531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0167196,0.02559206,0.268286,0.002173138,0.001491475,0.0003284121,0.00206882,0.1306361,0.06285413,0.00263776,0.00323388,0.4839786],"study_design_scores_gemma":[0.003898142,0.09349635,0.4897524,0.0004217669,0.003441326,0.0001569234,0.009098695,0.2705118,0.1116713,0.004177526,0.0131197,0.0002542106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916359,0.00013771,0.003862139,0.0001434511,0.00002965319,0.0006295888,0.0002326286,0.0001206227,0.003208327],"genre_scores_gemma":[0.9863629,0.0001656652,0.01186614,0.00004140228,0.000008195874,0.0001875713,0.0001810234,0.00001486958,0.001172243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01685535,"threshold_uncertainty_score":0.0335145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076388027","doi":"10.1016/j.atmosenv.2011.06.026","title":"Chemical characteristics of spring rainwater of Xi’an city, NW China","year":2011,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":102,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Fundamental Research Funds for the Central Universities","keywords":"Rainwater harvesting; Spring (device); Chemical composition; Inorganic ions; Chemistry; Environmental chemistry; Ion; Mineralogy; Physics","authors":[{"name":"Xinwei Lu","is_ca":false},{"name":"Loretta Y. Li","is_ca":true},{"name":"Nan Li","is_ca":false},{"name":"Guang Yang","is_ca":false},{"name":"Jinghui Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01526833033045701,"gpt":0.1828976168159072,"spread":0.1676292864854501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001007601,0.0002245793,0.0002065142,0.0007259481,0.0006942492,0.0003365358,0.0002354353,0.0002580519,0.000702233],"category_scores_gemma":[0.0001294618,0.0001388617,0.0002107518,0.000857613,0.000208957,0.0002497692,0.0002551112,0.0001490288,0.000106188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008243514,"about_ca_system_score_gemma":0.0009858345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1366994,"about_ca_topic_score_gemma":0.2227536,"domain_scores_codex":[0.999898,0.000006327708,0.000009518837,0.00003004191,0.00003284727,0.00002320228],"domain_scores_gemma":[0.9998633,0.00001366694,0.00002958164,0.000004930513,0.00005930736,0.00002920978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001927055,0.00007305117,0.9537488,0.00006070853,0.00009332327,0.0004838166,0.00069614,0.001698659,0.0334382,0.0001304207,0.0007513767,0.008632735],"study_design_scores_gemma":[0.000003660404,0.00001941392,0.9965706,0.000001835711,0.00001296738,0.0000330065,0.000514487,0.0009720214,0.001283691,0.0000204439,0.0005632457,0.000004650751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981884,0.0000307985,0.00006449552,0.0000207392,0.000004369622,0.000005781548,0.0006869272,0.000003762176,0.0009946419],"genre_scores_gemma":[0.9977175,0.00005510911,0.0001302296,0.00002228677,0.000006429787,0.000007931366,0.001037089,0.00000213293,0.001021365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1366994,"threshold_uncertainty_score":0.2718075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318562450","doi":"10.1016/j.jhydrol.2023.129188","title":"Integrating urban water fluxes and moving beyond impervious surface cover: A review","year":2023,"lang":"en","type":"review","venue":"Journal of Hydrology","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":102,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Impervious surface; Environmental science; Surface runoff; Hydrology (agriculture); Land cover; Streamflow; Water cycle; Urban runoff; Soil water; Vegetation (pathology); Surface water; Land use; Groundwater; Geography; Stormwater; Drainage basin; Geology; Ecology; Soil science; Environmental engineering","authors":[{"name":"Claire Oswald","is_ca":true},{"name":"Christa Kelleher","is_ca":false},{"name":"Sarah H. Ledford","is_ca":false},{"name":"Kristina G. Hopkins","is_ca":false},{"name":"Anneliese Sytsma","is_ca":false},{"name":"Doerthe Tetzlaff","is_ca":false},{"name":"Laura Toran","is_ca":false},{"name":"C. B. Voter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02497768332680869,"gpt":0.2833803554063897,"spread":0.2584026720795811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001452075,0.00121211,0.002379662,0.002715419,0.0002571773,0.001811401,0.001259541,0.001548042,0.003674889],"category_scores_gemma":[0.002250088,0.0004758355,0.001243531,0.004492301,0.0006479168,0.002329353,0.0009843806,0.001464664,0.0008774883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009329336,"about_ca_system_score_gemma":0.003360701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00473394,"about_ca_topic_score_gemma":0.008485552,"domain_scores_codex":[0.9996727,0.00005034479,0.00005715033,0.00008443034,0.0001054538,0.00002987847],"domain_scores_gemma":[0.9987063,0.0007712367,0.0001916014,0.00002286426,0.0002509866,0.00005705639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007380151,0.00007818989,0.000376931,0.05625253,0.0003654191,0.00008261239,0.00007660498,0.0006314844,0.0006172626,0.003620053,0.02323207,0.914593],"study_design_scores_gemma":[0.00005614555,0.0001610122,0.002214293,0.03356149,0.001598768,0.0004611526,0.0001808467,0.0002797697,0.0004852311,0.003373599,0.957558,0.00006977199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005782799,0.9993947,0.00006676725,0.0001833299,0.00009681135,0.000002925301,0.00001675133,0.000002580415,0.0001783909],"genre_scores_gemma":[0.0002997442,0.999335,0.0001088049,0.0001035402,0.00006829262,0.000002998795,0.00001409485,8.885013e-7,0.00006658033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00473394,"threshold_uncertainty_score":0.01229376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161322973","doi":"10.1139/s04-018","title":"First flush pollution load of urban stormwater runoff","year":2004,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"First flush; Surface runoff; Environmental science; Suspended solids; Stormwater; Total suspended solids; Pollutant; Chemical oxygen demand; Hydrology (agriculture); Pollution; Storm; Urban runoff; Biochemical oxygen demand; Water quality; Environmental engineering; Wastewater; Ecology; Geography; Meteorology; Geology","authors":[{"name":"Amir Taebi","is_ca":false},{"name":"Ronald L. Droste","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003937802978298935,"gpt":0.1599452884052444,"spread":0.1560074854269454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001503535,0.0001507082,0.0002328375,0.000746605,0.0001943888,0.0003515612,0.0001097797,0.0001650359,0.000844712],"category_scores_gemma":[0.0005455051,0.0001155902,0.0001482135,0.0006702237,0.0002052457,0.0002115492,0.0002026253,0.0001097345,0.0001080172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004480747,"about_ca_system_score_gemma":0.0001822413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005927815,"about_ca_topic_score_gemma":0.007017246,"domain_scores_codex":[0.9998279,0.00001555154,0.00001126233,0.00003303156,0.00008121374,0.00003121248],"domain_scores_gemma":[0.9996095,0.00007362353,0.0001664412,0.000018785,0.0001001037,0.00003152479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003821707,0.00009511633,0.9294781,0.0000823102,0.0000597193,0.000456735,0.0005570864,0.00451893,0.041019,0.0001395309,0.0003007863,0.02291039],"study_design_scores_gemma":[0.000004548672,0.000148244,0.9900074,0.00000286159,0.00001002502,0.0001976851,0.0002196557,0.00340981,0.005562952,0.0001159915,0.0003139945,0.000006810169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992193,0.00002291914,0.0003303922,0.000006915005,5.127269e-7,0.000005542935,0.00009050475,0.00001346902,0.0003105106],"genre_scores_gemma":[0.9996728,0.00001285785,0.00007721408,0.000002259818,0.000001169343,0.000002469866,0.000125612,0.000001458031,0.0001041543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005927815,"threshold_uncertainty_score":0.01178658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3179549481","doi":"10.1002/eco.2328","title":"A bibliometric analysis of the research on Sponge City: Current situation and future development direction","year":2021,"lang":"en","type":"article","venue":"Ecohydrology","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities","keywords":"China; Urbanization; Flood myth; Geography; Web of science; Urban planning; Regional science; Environmental planning; Environmental resource management; Political science; Civil engineering; Environmental science; Engineering; Economic growth; Archaeology","authors":[{"name":"Xianbao Zha","is_ca":false},{"name":"Pingping Luo","is_ca":false},{"name":"Wei Zhu","is_ca":false},{"name":"Shuangtao Wang","is_ca":false},{"name":"Jiqiang Lyu","is_ca":false},{"name":"Meimei Zhou","is_ca":false},{"name":"Aidi Huo","is_ca":false},{"name":"Zhenhong Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06091054670972731,"gpt":0.3183001576858701,"spread":0.2573896109761428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01160544,0.0005633887,0.00131041,0.1077113,0.001415548,0.009022991,0.0007918468,0.0006776413,0.005214404],"category_scores_gemma":[0.03800074,0.0002307913,0.0013035,0.2256018,0.001327623,0.005646405,0.00207439,0.0005174219,0.0008057085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005437013,"about_ca_system_score_gemma":0.009787424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104269,"about_ca_topic_score_gemma":0.009648463,"domain_scores_codex":[0.9854017,0.003296827,0.002789347,0.001072765,0.006903272,0.0005360057],"domain_scores_gemma":[0.9364221,0.02820961,0.01279735,0.001876998,0.0190287,0.001665152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002083701,0.0001504528,0.4035746,0.0262498,0.000921035,0.0009575048,0.005950252,0.001249833,0.002036329,0.02085126,0.04333512,0.4945153],"study_design_scores_gemma":[0.00003596173,0.0001499354,0.7761574,0.01177161,0.001174016,0.001463536,0.02128138,0.004669329,0.001912152,0.007715463,0.1735101,0.00015907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4940596,0.2643989,0.01498783,0.03962124,0.001748696,0.0009350114,0.04600356,0.001106152,0.137139],"genre_scores_gemma":[0.8717815,0.0992044,0.01006401,0.0007665211,0.000872126,0.0003844427,0.01358915,0.00007613869,0.003261683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8922887,"threshold_uncertainty_score":0.06137615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015882730","doi":"10.1016/j.wen.2020.03.003","title":"Integration of green and gray infrastructures for sponge city: Water and energy nexus","year":2020,"lang":"en","type":"article","venue":"Water-Energy Nexus","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Government of Jiangsu Province; National Natural Science Foundation of China","keywords":"Rainwater harvesting; Gray (unit); Green infrastructure; Economic shortage; Nexus (standard); Civil engineering; Environmental resource management; Business; Environmental planning; Engineering; Environmental science; Ecology","authors":[{"name":"Yongjun Sun","is_ca":false},{"name":"Li Deng","is_ca":false},{"name":"Shu-Yuan Pan","is_ca":false},{"name":"Pen‐Chi Chiang","is_ca":false},{"name":"Shailesh S. Sable","is_ca":true},{"name":"Kinjal J. Shah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01523483761888346,"gpt":0.1975557980130949,"spread":0.1823209603942114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001391078,0.000580452,0.0004350763,0.002926122,0.001079089,0.004553424,0.0006185866,0.0005562339,0.003690948],"category_scores_gemma":[0.002548897,0.0001965867,0.0003898892,0.003801887,0.001516092,0.003745851,0.004860654,0.0006974037,0.000371221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004706929,"about_ca_system_score_gemma":0.004717789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01456314,"about_ca_topic_score_gemma":0.02864871,"domain_scores_codex":[0.9980031,0.0004227997,0.00009636918,0.0001190343,0.001060033,0.0002986792],"domain_scores_gemma":[0.9986577,0.0001633022,0.0003278028,0.0001122463,0.0004927587,0.0002461048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005984744,0.0005004854,0.2242157,0.0008426848,0.0001688937,0.0013195,0.005627267,0.03597663,0.01449477,0.2646102,0.008971673,0.4426737],"study_design_scores_gemma":[0.00007270789,0.001939014,0.4221166,0.001035018,0.0004973978,0.001645713,0.04838837,0.1650601,0.02734636,0.117428,0.214074,0.0003966547],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6787909,0.0007773017,0.09564478,0.001874459,0.0001027775,0.0007083892,0.0009948282,0.0007376903,0.2203688],"genre_scores_gemma":[0.977074,0.0002911381,0.01683481,0.00004657454,0.000007294404,0.00009829993,0.000310068,0.00003389301,0.005303971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01456314,"threshold_uncertainty_score":0.03415138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899466007","doi":"10.3390/w10111541","title":"A Comprehensive Review of Low Impact Development Models for Research, Conceptual, Preliminary and Detailed Design Applications","year":2018,"lang":"en","type":"review","venue":"Water","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Surface runoff; Hydrological modelling; Low-impact development; Culvert; Infiltration (HVAC); Environmental science; Conceptual model; Hydrology (agriculture); Engineering; Geology; Meteorology; Geography","authors":[{"name":"Sarah Kaykhosravi","is_ca":true},{"name":"Usman T. Khan","is_ca":true},{"name":"Amaneh Jadidi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2614091759094281,"gpt":0.39829148516767,"spread":0.1368823092582419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001511788,0.001598818,0.001117519,0.003087252,0.0004221023,0.001989727,0.001794357,0.001161133,0.008574007],"category_scores_gemma":[0.003459466,0.0006567448,0.001322485,0.005226458,0.0004438264,0.001940553,0.0008475194,0.001062406,0.003371435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440745,"about_ca_system_score_gemma":0.003480155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004245966,"about_ca_topic_score_gemma":0.004882775,"domain_scores_codex":[0.9992932,0.000127584,0.00009658012,0.000094261,0.000350785,0.00003750105],"domain_scores_gemma":[0.9984573,0.0008953279,0.0001483073,0.00007771188,0.0003856651,0.00003571787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004533782,0.00007792067,0.0006072488,0.02941295,0.0000984279,0.0001255718,0.0001298297,0.01427103,0.001473335,0.02648104,0.04037735,0.8868999],"study_design_scores_gemma":[0.000006887685,0.00005497899,0.0003850005,0.004479003,0.0001277215,0.0001779155,0.00006178937,0.002078949,0.0009450493,0.00509792,0.986552,0.00003285066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001751077,0.9502159,0.02083797,0.001159518,0.0006409667,0.0001161018,0.001165177,0.0003118236,0.02380147],"genre_scores_gemma":[0.01006299,0.9678525,0.01428431,0.0003537903,0.000176573,0.0001409485,0.001181732,0.00008988681,0.005857297],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008574007,"threshold_uncertainty_score":0.02868289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156084252","doi":"10.1139/cjce-2011-0594","title":"Critical review of the evolution of the design storm event concept","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada; Queen's University","funders":"","keywords":"Storm; Return period; Event (particle physics); Climate change; Environmental science; Duration (music); Extrapolation; Meteorology; Climatology; Computer science; Geography; Geology; Statistics; Mathematics","authors":[{"name":"Ed Watt","is_ca":true},{"name":"Jiří Maršálek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01070859851503564,"gpt":0.1848744181133339,"spread":0.1741658195982983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01187623,0.001076068,0.00193116,0.007693943,0.0008909586,0.003792767,0.002720305,0.002417094,0.003216452],"category_scores_gemma":[0.02957439,0.0007980878,0.001064887,0.00897809,0.003040251,0.004549747,0.001362729,0.003609645,0.001234478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008512881,"about_ca_system_score_gemma":0.01937834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02227878,"about_ca_topic_score_gemma":0.02469242,"domain_scores_codex":[0.9933477,0.002017633,0.001483692,0.0005688376,0.002377423,0.0002046629],"domain_scores_gemma":[0.9635061,0.01954412,0.002170974,0.0006961751,0.01361627,0.0004663109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001239173,0.00004953977,0.0003593251,0.04844308,0.0001001361,0.0002524937,0.001021333,0.00137869,0.0007774243,0.04688646,0.1695763,0.7310314],"study_design_scores_gemma":[0.000007899787,0.00004819945,0.0004874188,0.02148416,0.00005152051,0.0001991762,0.000242833,0.00009669884,0.0002172065,0.003778257,0.9733607,0.00002596944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001675672,0.9886898,0.0009583047,0.005432382,0.002416529,0.0000270262,0.00006091953,0.00001102967,0.00223643],"genre_scores_gemma":[0.002252727,0.9911566,0.001478226,0.00274255,0.001415976,0.00004562109,0.0000767138,0.00001411664,0.0008174803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02227878,"threshold_uncertainty_score":0.06280822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896424960","doi":"10.1016/j.jenvman.2018.10.033","title":"Cradle-to-grave life cycle assessment (LCA) of low-impact-development (LID) technologies in southern Ontario","year":2018,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":91,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"University of Guelph; George Cedric Metcalf Charitable Foundation","keywords":"Bioretention; Impervious surface; Life-cycle assessment; Environmental science; Low-impact development; Environmental engineering; Environmental impact assessment; Stormwater; Surface runoff; Waste management; Engineering; Stormwater management","authors":[{"name":"Akul Bhatt","is_ca":true},{"name":"Andrea Bradford","is_ca":true},{"name":"Bassim Abbassi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008405887085168305,"gpt":0.2228758485487866,"spread":0.2144699614636183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000358307,0.0002502471,0.0002229742,0.0006959557,0.001341916,0.001021396,0.0005051245,0.0002470234,0.001635816],"category_scores_gemma":[0.0007727417,0.0002025371,0.0004204816,0.001224546,0.0005221459,0.0003918356,0.0003825261,0.0002451534,0.0001416432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04025317,"about_ca_system_score_gemma":0.01958794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867661,"about_ca_topic_score_gemma":0.9956499,"domain_scores_codex":[0.9995844,0.00004222531,0.00002078247,0.00004719549,0.0002102507,0.00009525836],"domain_scores_gemma":[0.9995158,0.00006151451,0.00006397277,0.00001886726,0.0002774204,0.00006248108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001054379,0.0003310187,0.7470875,0.0007576725,0.0003747772,0.001121122,0.002972085,0.08926973,0.01981177,0.004491352,0.007004931,0.1257236],"study_design_scores_gemma":[0.00006176173,0.0002961836,0.9226357,0.00007909697,0.0001425835,0.0001029795,0.003913662,0.04343832,0.005138084,0.0008210975,0.0233189,0.00005155772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984623,0.0004470111,0.001064847,0.000245001,0.000004207418,0.0001037679,0.003141952,0.00005051991,0.01031969],"genre_scores_gemma":[0.9918464,0.0002897128,0.001053803,0.00003832056,0.0000011153,0.00002419259,0.0009485131,0.00001148476,0.005786508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04025317,"threshold_uncertainty_score":0.2920586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214937261","doi":"10.1038/s41893-022-00853-4","title":"Sustainable strategies to treat urban runoff needed","year":2022,"lang":"en","type":"article","venue":"Nature Sustainability","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":90,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; McGill University; Killam Trusts; University of Toronto; Polytechnique Montréal; Canada Research Chairs","keywords":"Surface runoff; Environmental planning; Business; Human health; Green infrastructure; Biodiversity; Urban runoff; Environmental resource management; Sustainable development; Environmental science; Stormwater; Environmental health; Ecology; Medicine","authors":[{"name":"Mathieu Lapointe","is_ca":true},{"name":"Chelsea M. Rochman","is_ca":true},{"name":"Nathalie Tufenkji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003029666433391004,"gpt":0.2283366528527854,"spread":0.2253069864193944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001338891,0.0007533683,0.0003840515,0.0006816672,0.001287573,0.003198772,0.0009447924,0.003115978,0.02832338],"category_scores_gemma":[0.002198494,0.0001635155,0.000482426,0.0008086047,0.001732742,0.003790777,0.002826883,0.003552317,0.00277672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001892862,"about_ca_system_score_gemma":0.01095236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004401702,"about_ca_topic_score_gemma":0.01522741,"domain_scores_codex":[0.9991397,0.0001866211,0.0000304454,0.00008718856,0.0003665783,0.0001893534],"domain_scores_gemma":[0.9989907,0.000154861,0.00007587267,0.00008288812,0.0004636984,0.0002319099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005743027,0.0005406766,0.002139396,0.0008729549,0.00006417596,0.0002086533,0.0007336953,0.004211664,0.009407478,0.3714589,0.2847347,0.3255703],"study_design_scores_gemma":[0.0000234602,0.00004859471,0.000999639,0.0003008044,0.00002182098,0.00006682117,0.002488975,0.001419104,0.001511417,0.1169173,0.8761861,0.00001603271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03441395,0.02091236,0.0759044,0.5970327,0.01420872,0.0003321781,0.0008158227,0.0008438094,0.255536],"genre_scores_gemma":[0.4565132,0.05901308,0.08327594,0.1419327,0.007411925,0.0005894173,0.001903957,0.0004137191,0.248946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02832338,"threshold_uncertainty_score":0.09475118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980055193","doi":"10.1016/j.jenvman.2013.05.052","title":"Thermal stratification patterns in urban ponds and their relationships with vertical nutrient gradients","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Water column; Stratification (seeds); Environmental science; Stormwater; Hydrology (agriculture); Nutrient; Water quality; Aquatic ecosystem; Biogeochemistry; Ecology; Surface runoff; Geology; Biology","authors":[{"name":"Keunyea Song","is_ca":true},{"name":"Marguerite A. Xenopoulos","is_ca":true},{"name":"J. M. Buttle","is_ca":true},{"name":"Jiří Maršálek","is_ca":false},{"name":"Nicole D. Wagner","is_ca":true},{"name":"Frances R. Pick","is_ca":true},{"name":"Paul C. Frost","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009591107523666209,"gpt":0.1719046624290841,"spread":0.1623135549054179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001568188,0.00005817487,0.0001257565,0.000368503,0.0002627241,0.0004479091,0.0001239354,0.0001395108,0.001208277],"category_scores_gemma":[0.0006702662,0.0001534146,0.0001070952,0.0004421852,0.0004064536,0.0002079098,0.0003373626,0.0001358567,0.0001285784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004272114,"about_ca_system_score_gemma":0.000268834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007031005,"about_ca_topic_score_gemma":0.0259243,"domain_scores_codex":[0.9999235,0.00001854602,0.000006676961,0.00001485885,0.00001302947,0.00002342412],"domain_scores_gemma":[0.9996508,0.0000885736,0.0001024031,0.00001655324,0.00006343232,0.00007828529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003553344,0.00006701794,0.9852138,0.00001017577,0.00003474405,0.00007892193,0.0004271345,0.0006337502,0.008666681,0.0001638416,0.00008638055,0.004262191],"study_design_scores_gemma":[0.000002318432,0.00003207417,0.9987603,0.000001100432,0.000005360024,0.00002897292,0.0002563489,0.0005645549,0.0002412172,0.00005526814,0.0000504192,0.000002131078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995426,0.00001457029,0.00006399256,0.000005184536,6.582754e-7,0.000001608955,0.00003056321,0.000001495147,0.0003392238],"genre_scores_gemma":[0.9998617,0.000007192614,0.00003127978,0.000001833446,4.575312e-7,0.000001106992,0.00001838365,6.375728e-7,0.00007740454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007031005,"threshold_uncertainty_score":0.01398015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996525987","doi":"10.1006/jema.2000.0323","title":"Methodology for public monitoring of total coliforms, Escherichia coli and toxicity in waterways by Canadian high school students","year":2000,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"U.S. Department of Energy","keywords":"Environmental monitoring; Work (physics); Sample (material); Pollution; Environmental planning; Environmental resource management; Business; Environmental science; Environmental protection; Engineering; Environmental engineering; Ecology; Biology","authors":[{"name":"Jason S. Au","is_ca":true},{"name":"P. Bagchi","is_ca":true},{"name":"B. Chen","is_ca":true},{"name":"Rodríguez Martínez","is_ca":true},{"name":"Susan A. Dudley","is_ca":true},{"name":"George J. Sorger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02166871997894,"gpt":0.2420296236197145,"spread":0.2203609036407745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003778187,0.0009853214,0.0004690464,0.00352913,0.003879275,0.0007815865,0.001465843,0.000760551,0.003741279],"category_scores_gemma":[0.002638218,0.0007559209,0.0006111451,0.002440459,0.0009206644,0.0003324277,0.0009628976,0.0007507682,0.001122496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006372942,"about_ca_system_score_gemma":0.02201415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7007045,"about_ca_topic_score_gemma":0.8780681,"domain_scores_codex":[0.9952245,0.0006737033,0.0003305745,0.0006176652,0.002543987,0.0006096313],"domain_scores_gemma":[0.997343,0.0002074098,0.000193408,0.0001621028,0.001944848,0.0001492687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008092919,0.001535981,0.2046615,0.0007485915,0.0001464587,0.0002762229,0.00450058,0.002584301,0.5628908,0.002097738,0.006591443,0.2131572],"study_design_scores_gemma":[0.0002232207,0.004829426,0.5032678,0.0004235209,0.0004033672,0.0009980088,0.00669561,0.01095503,0.3978954,0.0006011077,0.07338694,0.0003206085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6553888,0.001280206,0.2758571,0.000574961,0.000240314,0.0220366,0.007216295,0.001446236,0.03595952],"genre_scores_gemma":[0.5180956,0.002557495,0.4141257,0.0005534547,0.00003905918,0.02100891,0.005272643,0.0001495937,0.03819755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2992955,"threshold_uncertainty_score":0.6021163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044939104","doi":"10.1111/j.1752-1688.2006.tb04485.x","title":"ASSESSMENT OF POSSIBLE IMPACTS OF CLIMATE CHANGE IN AN URBAN CATCHMENT<sup>1</sup>","year":2006,"lang":"en","type":"article","venue":"JAWRA Journal of the American Water Resources Association","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Impervious surface; Environmental science; Watershed; Storm; Low-impact development; Drainage basin; Hydrology (agriculture); Stormwater; Drainage; Climate change; Stormwater management; Green infrastructure; Surface runoff; Storm Water Management Model; Environmental resource management; Meteorology; Geography; Computer science; Engineering; Geology","authors":[{"name":"Catherine Denault","is_ca":false},{"name":"Robert G. Millar","is_ca":false},{"name":"Barbara J. Lence","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008456487390021743,"gpt":0.2503660734005169,"spread":0.2419095860104952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007194456,0.0002855345,0.0001580576,0.0006315943,0.0006326208,0.001121297,0.0004601508,0.0004171449,0.002011141],"category_scores_gemma":[0.001533424,0.0001104322,0.0002215019,0.001195537,0.0003808554,0.0004008208,0.0006171233,0.0002803203,0.0001241605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004323243,"about_ca_system_score_gemma":0.001889275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1666829,"about_ca_topic_score_gemma":0.2795985,"domain_scores_codex":[0.9996884,0.00007812519,0.00001212917,0.00003372366,0.0001053615,0.00008223195],"domain_scores_gemma":[0.9994542,0.0001635085,0.0000986651,0.00002507039,0.0001783251,0.00008016483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003933271,0.0001977756,0.7538239,0.00009683424,0.0001640786,0.0007799695,0.0002828059,0.1996795,0.00448147,0.001504347,0.002149849,0.03644605],"study_design_scores_gemma":[0.00002081078,0.0001891356,0.8322845,0.00002335672,0.00008873927,0.0001334535,0.001410283,0.1587346,0.003199022,0.001336669,0.002549618,0.00002992562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936892,0.00004491603,0.001391053,0.0001691438,0.000004686257,0.00004440146,0.0007371281,0.00005278263,0.003866622],"genre_scores_gemma":[0.9989533,0.0000304985,0.0004702295,0.00001011626,0.000001907811,0.000008546679,0.0001980468,0.000003313251,0.0003239004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1666829,"threshold_uncertainty_score":0.3314255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3146408183","doi":"10.1016/j.scitotenv.2021.146953","title":"Using citizen science to understand river water quality while filling data gaps to meet United Nations Sustainable Development Goal 6 objectives","year":2021,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Royal Bank of Canada; Earthwatch Institute","keywords":"Rainwater harvesting; Citizen science; Water quality; Sustainable development; Environmental science; Pollution; River pollution; Quality (philosophy); Environmental planning; Nitrate; Water resource management; Hydrology (agriculture); Environmental resource management; Political science; Engineering; Ecology","authors":[{"name":"Susan Hegarty","is_ca":false},{"name":"A. C. Hayes","is_ca":false},{"name":"Fiona Regan","is_ca":false},{"name":"Isabel Bishop","is_ca":false},{"name":"Ruth Clinton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06076849224603924,"gpt":0.2747565231297485,"spread":0.2139880308837093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009095844,0.0004098444,0.0005031895,0.002319723,0.001542064,0.004508418,0.0009504351,0.001192675,0.003435075],"category_scores_gemma":[0.01575132,0.0002744227,0.0005438029,0.002029354,0.000875811,0.003584765,0.005025914,0.001463015,0.001270513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110439,"about_ca_system_score_gemma":0.003645182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007242786,"about_ca_topic_score_gemma":0.0183065,"domain_scores_codex":[0.9926501,0.004504197,0.0003560175,0.0007161031,0.001135084,0.0006384548],"domain_scores_gemma":[0.9866592,0.006080943,0.001511225,0.001292017,0.00369284,0.0007638491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003297403,0.001186461,0.3281984,0.001900979,0.0001821626,0.0005382865,0.05605988,0.00293933,0.008721031,0.005959004,0.04230597,0.5516787],"study_design_scores_gemma":[0.0001437317,0.001439336,0.2752689,0.002741429,0.0001959617,0.0006597469,0.2833765,0.02442272,0.01216776,0.03276994,0.3665161,0.0002978321],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.777427,0.001736981,0.080543,0.02675001,0.0004297297,0.002773323,0.007952041,0.001248899,0.101139],"genre_scores_gemma":[0.8407182,0.001769558,0.1425916,0.003325735,0.0001214536,0.001719235,0.003174032,0.0001333132,0.006446864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009095844,"threshold_uncertainty_score":0.04810399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}