{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":29,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":29,"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":"8e481279e860","filters":{"venue":"International Journal of Water Resources Development"}},"results":[{"id":"W2913167788","doi":"10.1080/07900627.2018.1558050","title":"Using two-eyed seeing to bridge Western science and Indigenous knowledge systems and understand long-term change in the Saskatchewan River Delta, Canada","year":2019,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"SaskPower; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Indigenous; Pike; Traditional knowledge; Geography; Delta; Bridge (graph theory); Climate science; Climate change; Term (time); First nation; Environmental resource management; Environmental planning; Ecology; Fishery; Environmental science; Engineering; Fish <Actinopterygii>","authors":[{"name":"Razak Abu","is_ca":true},{"name":"Maureen G. Reed","is_ca":true},{"name":"Timothy D. Jardine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07630655405626373,"gpt":0.369374628274086,"spread":0.2930680742178222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00309618,0.0002369209,0.0002618159,0.001989756,0.008339555,0.003724724,0.0009672181,0.000504605,0.002952645],"category_scores_gemma":[0.003044733,0.0002372133,0.000211525,0.002163105,0.006120704,0.002623485,0.004717615,0.001098513,0.000105702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02563212,"about_ca_system_score_gemma":0.03564008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9228181,"about_ca_topic_score_gemma":0.9853889,"domain_scores_codex":[0.9985132,0.0006106894,0.00004897445,0.0001759475,0.0002548426,0.0003963737],"domain_scores_gemma":[0.997715,0.0009588956,0.0002264943,0.0001915286,0.0005825216,0.0003255716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000962973,0.000128735,0.1776104,0.0003428755,0.00006920428,0.0007691223,0.685617,0.0006406624,0.00363516,0.01008328,0.004050232,0.1169569],"study_design_scores_gemma":[0.000006132813,0.00005011492,0.1511711,0.000265164,0.00003261285,0.0001067133,0.8186363,0.0009704926,0.0008599584,0.004300697,0.02353055,0.00007026328],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687996,0.000509751,0.003280128,0.002660101,0.00002400882,0.000103644,0.0002381528,0.00002256948,0.02436203],"genre_scores_gemma":[0.9890968,0.0004639236,0.005189709,0.0004884711,0.000003387418,0.00007170423,0.00008000527,0.000009749825,0.004596205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9916604,"threshold_uncertainty_score":0.1859749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068766373","doi":"10.1080/07900627.2014.905124","title":"An assessment of the effects of Africa's water crisis on food security and management","year":2014,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; University of Ottawa","funders":"Fonds National de la Recherche Luxembourg","keywords":"Food security; Water scarcity; Water security; Context (archaeology); Agriculture; Scarcity; Business; Water resources; Natural resource economics; Crisis management; Environmental planning; Economic growth; Environmental resource management; Development economics; Political science; Economics; Geography; Ecology; Market economy","authors":[{"name":"Hany Besada","is_ca":true},{"name":"Karolina Werner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008087063810029538,"gpt":0.270069264051482,"spread":0.2619822002414524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001459504,0.0002566917,0.0001664033,0.0008682779,0.001041368,0.002185509,0.0003066454,0.0006794086,0.003662782],"category_scores_gemma":[0.005013057,0.0001079692,0.000255181,0.001686365,0.0008733631,0.00234526,0.001705323,0.0007151111,0.0001518196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003089475,"about_ca_system_score_gemma":0.002936203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047051,"about_ca_topic_score_gemma":0.0224911,"domain_scores_codex":[0.9989523,0.0005424191,0.00003526445,0.00003034528,0.0001686625,0.0002711078],"domain_scores_gemma":[0.9980561,0.0008666122,0.0003974581,0.00003181456,0.000389467,0.0002586154],"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":[0.0008924575,0.0005321038,0.4018594,0.002569671,0.0002116425,0.005641619,0.01767979,0.01017697,0.003939514,0.1064577,0.03444668,0.4155924],"study_design_scores_gemma":[0.00003751501,0.0009433698,0.6596787,0.002377721,0.00009425842,0.00111868,0.1764846,0.004898177,0.002100439,0.02684969,0.125343,0.00007388197],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8403546,0.00933672,0.001037191,0.05664268,0.0003166777,0.0001256378,0.0006153277,0.00002497964,0.09154612],"genre_scores_gemma":[0.9893406,0.00752287,0.0005168596,0.0008746312,0.00005936583,0.00003145375,0.00006715133,0.000003999685,0.001583096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01047051,"threshold_uncertainty_score":0.02241582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324443244","doi":"10.1080/07900627.2016.1159543","title":"Will the energy industry drain the water used for agricultural irrigation in the Yellow River basin?","year":2016,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China; Energy Foundation","keywords":"Agriculture; Structural basin; Nexus (standard); Water resource management; Drainage basin; Irrigation; Water-energy nexus; Environmental science; Farm water; Water use; Water energy; Water conservation; Food energy; Water resources; Geography; Ecology; Geology; Engineering","authors":[{"name":"Xiaozhi Xiang","is_ca":false},{"name":"Jesper Svensson","is_ca":true},{"name":"Shaofeng Jia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01267358541412371,"gpt":0.2109916970549601,"spread":0.1983181116408363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008786894,0.0001516504,0.0002373493,0.0005991329,0.00107489,0.003095909,0.0004713471,0.00119935,0.003889262],"category_scores_gemma":[0.001939946,0.0001972206,0.0002965107,0.001188467,0.001773218,0.005796022,0.001539418,0.0009491741,0.0002276002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003268156,"about_ca_system_score_gemma":0.004604495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05039573,"about_ca_topic_score_gemma":0.07852553,"domain_scores_codex":[0.999721,0.00007746624,0.000008938304,0.00003301429,0.00003423006,0.0001253879],"domain_scores_gemma":[0.9993771,0.0002089402,0.0001563674,0.0000245481,0.0001444148,0.00008870901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000160307,0.000234179,0.5412296,0.0004494974,0.0001487993,0.002615084,0.008695796,0.01076008,0.002991457,0.3518957,0.009248976,0.07157061],"study_design_scores_gemma":[0.00009894137,0.0002247798,0.4555027,0.0007338405,0.000169325,0.0007770828,0.1072602,0.0287298,0.003097685,0.2665257,0.1367796,0.0001003385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199398,0.001811506,0.001995413,0.0233457,0.0000614297,0.00002808621,0.0001616492,0.00001096915,0.05264555],"genre_scores_gemma":[0.9936584,0.002221773,0.0003166633,0.0007102997,0.00001669834,0.0000141837,0.00003686172,0.000004785286,0.003020352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05039573,"threshold_uncertainty_score":0.1002048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2463589781","doi":"10.1080/07900627.2016.1202099","title":"Managing water-related risks in the West Bengal Sundarbans: policy alternatives and institutions","year":2016,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Department for International Development, UK Government; Simon Fraser University; Australian Agency for International Development; World Bank Group","keywords":"Flooding (psychology); Vulnerability (computing); West bengal; Environmental planning; Natural disaster; Climate change; Business; Water resource management; Levee; Wetland; Natural resource economics; Geography; Environmental resource management; Environmental science; Socioeconomics; Economics; Geology; Oceanography","authors":[{"name":"Ernesto Sánchez-Triana","is_ca":false},{"name":"Leonard Ortolano","is_ca":false},{"name":"Tapas Paul","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02435798344217037,"gpt":0.2907330624925334,"spread":0.2663750790503631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001916938,0.000382954,0.0002205483,0.0009386645,0.003613406,0.007069262,0.002038382,0.002228139,0.01036282],"category_scores_gemma":[0.00383591,0.0002599268,0.0002204115,0.00120629,0.002779496,0.003162559,0.004643843,0.001406013,0.0004817978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0112648,"about_ca_system_score_gemma":0.01982807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08426789,"about_ca_topic_score_gemma":0.1406734,"domain_scores_codex":[0.9983404,0.000679142,0.00004411271,0.00005567421,0.0001183809,0.0007622251],"domain_scores_gemma":[0.997722,0.0006737231,0.0003793462,0.00008949655,0.0003447572,0.0007906645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006762794,0.0009992541,0.07980922,0.002391428,0.0002628202,0.0116381,0.05205145,0.01531356,0.01172689,0.570788,0.02481319,0.2295297],"study_design_scores_gemma":[0.0001353254,0.0005140122,0.135455,0.001975341,0.0002229479,0.002115898,0.3385632,0.0134268,0.006067534,0.1137686,0.3874956,0.0002596333],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7459325,0.006228886,0.0029249,0.1352057,0.0001998359,0.00028445,0.000252696,0.00007864503,0.1088924],"genre_scores_gemma":[0.985747,0.002381955,0.000962895,0.001121997,0.00004301262,0.0000608425,0.00003875685,0.000008368841,0.009635216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08426789,"threshold_uncertainty_score":0.1675548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2893536930","doi":"10.1080/07900627.2018.1509787","title":"Developing new urban water supplies: investigating motivations and barriers to groundwater use in Cape Town","year":2018,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Water resources management and optimization","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Cape; Diversification (marketing strategy); Groundwater; Water supply; Environmental planning; Water resource management; Water scarcity; Resource (disambiguation); Water resources; Geography; Business; Environmental science; Environmental engineering; Agriculture; Engineering; Archaeology","authors":[{"name":"Emma Luker","is_ca":true},{"name":"Leila M. Harris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01998029651903739,"gpt":0.2191261895122727,"spread":0.1991458929932353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007907049,0.0002525094,0.000216841,0.001032031,0.002981091,0.002583719,0.0006415237,0.00042711,0.003409545],"category_scores_gemma":[0.003591499,0.0002610399,0.0001516927,0.001600957,0.001857722,0.001299476,0.00168749,0.000594408,0.0001285526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004847019,"about_ca_system_score_gemma":0.002683035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09457734,"about_ca_topic_score_gemma":0.240186,"domain_scores_codex":[0.9994177,0.0002371056,0.00002154165,0.00005998406,0.00008939671,0.0001743243],"domain_scores_gemma":[0.9982955,0.0008686228,0.000328249,0.00003869617,0.000111339,0.0003576312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002711864,0.000536153,0.4169688,0.0005872936,0.00008455677,0.01123998,0.505702,0.001983867,0.005121861,0.01790905,0.003186098,0.03640933],"study_design_scores_gemma":[0.0000100254,0.0001030031,0.3196697,0.0002197485,0.0000243763,0.0003698962,0.6638671,0.001197439,0.0005536624,0.00142872,0.01251788,0.00003847333],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963553,0.00006560787,0.00008472916,0.0003185167,0.000001774172,0.00002768156,0.00003180797,8.105479e-7,0.003113794],"genre_scores_gemma":[0.9983588,0.0002286188,0.000220312,0.00003458236,0.000001871794,0.00002781168,0.00002029217,0.000001547254,0.00110612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09457734,"threshold_uncertainty_score":0.1880537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061329264","doi":"10.1080/07900620500108494","title":"Water Allocation among Multiple Stakeholders: Conflict Analysis of the Waiahole Water Project, Hawaii","year":2005,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Windsor","funders":"","keywords":"Water resources; Ditch; Population; Water trading; Competition (biology); Business; Resource allocation; Optimal allocation; Water resource management; Natural resource economics; Economics; Water conservation; Environmental science; Management; Sociology; Ecology","authors":[{"name":"Chennat Gopalakrishnan","is_ca":false},{"name":"Jason Levy","is_ca":false},{"name":"Kevin Li","is_ca":true},{"name":"Keith W. Hipel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06511568998868027,"gpt":0.2412568649452572,"spread":0.1761411749565769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003966682,0.0003695313,0.0005412636,0.001142879,0.00165939,0.002290319,0.001397626,0.001578088,0.003550744],"category_scores_gemma":[0.0102317,0.0003973331,0.0004944161,0.001436385,0.001523376,0.001693663,0.001464603,0.001340719,0.0001127304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00394756,"about_ca_system_score_gemma":0.002170155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0839429,"about_ca_topic_score_gemma":0.07554517,"domain_scores_codex":[0.9980109,0.00119844,0.00005935912,0.0001155103,0.0001977175,0.0004180335],"domain_scores_gemma":[0.9941446,0.004342056,0.0005206009,0.0001166174,0.0004571111,0.0004189782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.001782262,0.002176352,0.1974397,0.0003457699,0.000873642,0.00774769,0.01251257,0.5857499,0.002856996,0.1489948,0.006174612,0.03334559],"study_design_scores_gemma":[0.0002319569,0.0004478863,0.0590851,0.00006090402,0.0001253229,0.0002157047,0.03143042,0.8701241,0.00085732,0.03392036,0.003385994,0.0001149582],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945266,0.0000708497,0.001659516,0.0004527303,0.00000390577,0.00004815466,0.00005749705,0.0000033628,0.00317738],"genre_scores_gemma":[0.9983166,0.0000473416,0.0006475446,0.00002698388,0.000003764579,0.00002791198,0.00005150599,0.000002811883,0.0008754486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0839429,"threshold_uncertainty_score":0.1669086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033529591","doi":"10.1080/07900620050003107","title":"Irrigation in the American West: Area, Water and Economic Activity","year":2000,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Economics of Agriculture and Food Markets","field":"Economics, Econometrics and Finance","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Economic Research Service; Natural Resources Conservation Service; National Agricultural Statistics Service; U.S. Department of the Interior; U.S. Department of Agriculture","keywords":"Irrigation; American west; Quarter (Canadian coin); Irrigation statistics; Irrigated agriculture; Agriculture; Agricultural economics; Water use; Water resource management; Environmental science; Water conservation; Value (mathematics); Deficit irrigation; Irrigation management; Geography; Business; Economics; Agronomy; Mathematics","authors":[{"name":"Noel R. Gollehon","is_ca":false},{"name":"William Quinby","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01431121981349637,"gpt":0.2045416307045939,"spread":0.1902304108910975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001555915,0.00006311287,0.0001056398,0.0009803926,0.0001573164,0.0005773864,0.00009996988,0.000102257,0.001213701],"category_scores_gemma":[0.0007405882,0.00005270769,0.00007681642,0.003689059,0.0001792587,0.0005260404,0.000271711,0.0002023846,0.0001528763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003931629,"about_ca_system_score_gemma":0.0003091894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07703983,"about_ca_topic_score_gemma":0.1664385,"domain_scores_codex":[0.9999002,0.00003003739,0.00000533179,0.00001650613,0.00002528922,0.00002261467],"domain_scores_gemma":[0.9993758,0.0001123939,0.0002846725,0.00002091176,0.0001417994,0.00006457538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002931955,0.00004027438,0.978698,0.00001472762,0.00002908949,0.00005786544,0.000265958,0.0006469892,0.000205001,0.001157196,0.003491214,0.01536437],"study_design_scores_gemma":[0.000001780647,0.00001268397,0.9916669,0.0000105122,0.00001867837,0.00003902244,0.0006963294,0.001023003,0.000114037,0.0004496758,0.00596358,0.000003811476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912251,0.0008774704,0.000452133,0.0006067156,0.000008490973,0.000003010867,0.002558795,0.00001144298,0.004256817],"genre_scores_gemma":[0.9960269,0.0009200007,0.0001949659,0.00008921516,0.00002354371,0.000003696885,0.001775154,0.000004012238,0.000962648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07703983,"threshold_uncertainty_score":0.1531828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1547807862","doi":"10.1080/07900627.2011.621103","title":"Changing Roles in Canadian Water Management: A Case Study of Agriculture and Water in Canada's South Saskatchewan River Basin","year":2011,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Water resources management and optimization","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina; Agriculture and Agri-Food Canada","funders":"","keywords":"Agriculture; Structural basin; Water resource management; Adaptive management; Drainage basin; Irrigated agriculture; Geography; Water use; Water resources; Environmental resource management; Environmental planning; Business; Environmental science; Ecology; Geology; Archaeology","authors":[{"name":"Darrell R. Corkal","is_ca":true},{"name":"Harry Diaz","is_ca":true},{"name":"David Sauchyn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007229709828245855,"gpt":0.1638251839056073,"spread":0.1565954740773614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001304704,0.0004060773,0.0003380079,0.001243656,0.02033168,0.003664476,0.001800974,0.001822313,0.002064595],"category_scores_gemma":[0.002221823,0.0002857279,0.0003363967,0.004405903,0.005516675,0.001137656,0.002598895,0.001492818,0.0001486399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1041881,"about_ca_system_score_gemma":0.08667369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995946,"about_ca_topic_score_gemma":0.9992934,"domain_scores_codex":[0.9975846,0.0006541005,0.00004635996,0.0001477039,0.0004627914,0.001104365],"domain_scores_gemma":[0.9981475,0.0004706776,0.0001226223,0.00005491839,0.0005468731,0.0006574053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003964929,0.0007073305,0.3249705,0.0005624257,0.0001667465,0.02799313,0.429689,0.01149786,0.00654867,0.03791526,0.02796242,0.1315901],"study_design_scores_gemma":[0.00003040105,0.00009160468,0.1396677,0.000149354,0.00005379341,0.0008870383,0.7837137,0.003417713,0.0008322248,0.001547384,0.06951521,0.00009397345],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747573,0.0005416456,0.0004370758,0.004374145,0.00002199987,0.0001020956,0.0002366689,0.00001175679,0.01951746],"genre_scores_gemma":[0.9890153,0.000858392,0.001176368,0.0006652524,0.000005009382,0.00003281311,0.0001462756,0.00001083921,0.008089931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1041881,"threshold_uncertainty_score":0.755941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2553492492","doi":"10.1080/07900627.2016.1253543","title":"Development and application of a multi-scalar, participant-driven water poverty index in post-tsunami India","year":2016,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Virginia Space Grant Consortium; U.S. Department of State","keywords":"Poverty; Index (typography); Human settlement; Water quality; Geography; Socioeconomics; Water resource management; Environmental planning; Economic growth; Environmental science; Economics; Computer science","authors":[{"name":"Luke Juran","is_ca":false},{"name":"Morgan C. MacDonald","is_ca":false},{"name":"N. B. Basu","is_ca":true},{"name":"S. Hubbard","is_ca":false},{"name":"Raj Rajagopal","is_ca":false},{"name":"Prema Rajagopalan","is_ca":false},{"name":"Ligy Philip","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02000647299933481,"gpt":0.2726272411206531,"spread":0.2526207681213183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004394756,0.0003980975,0.000302812,0.002596412,0.0007836123,0.001897682,0.001064244,0.0002780864,0.0008664349],"category_scores_gemma":[0.008115384,0.0002690976,0.0004891885,0.002761264,0.0006944464,0.001067148,0.003130453,0.0006494577,0.0001615973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002348806,"about_ca_system_score_gemma":0.004730519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01938879,"about_ca_topic_score_gemma":0.03148618,"domain_scores_codex":[0.9968663,0.001753436,0.0002840666,0.0002317454,0.0006056892,0.0002588255],"domain_scores_gemma":[0.9963372,0.001319307,0.0005548849,0.0003405731,0.001177534,0.0002704917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004100931,0.0006306955,0.6247128,0.0006569138,0.0001357963,0.0006431803,0.048745,0.00466668,0.004894505,0.006172099,0.001924563,0.3064078],"study_design_scores_gemma":[0.00004480358,0.001978399,0.8683357,0.0003261602,0.0001428594,0.0005861521,0.08956385,0.011989,0.007690045,0.003633138,0.01556485,0.0001450637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763891,0.00007165629,0.01306836,0.0002148417,0.00001713888,0.001337256,0.00101494,0.00009015923,0.007796618],"genre_scores_gemma":[0.9493289,0.0001875014,0.04614311,0.00004146923,0.000006608275,0.002626176,0.0009012625,0.00002660089,0.0007384758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01938879,"threshold_uncertainty_score":0.03855187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129794534","doi":"10.1080/07900627.2021.1873107","title":"A system dynamics simulation model for water conflicts in the Zhanghe River Basin, China","year":2021,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Water resources management and optimization","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"National Natural Science Foundation of China","keywords":"Structural basin; Water resource management; China; Drainage basin; Water scarcity; Water resources; Environmental science; Downstream (manufacturing); Hydrology (agriculture); Geography; Geology; Engineering; Operations management","authors":[{"name":"Liang Yuan","is_ca":false},{"name":"Weijun He","is_ca":false},{"name":"Dagmawi Mulugeta Degefu","is_ca":true},{"name":"Zhongchi Wan","is_ca":false},{"name":"Thomas Stephen Ramsey","is_ca":false},{"name":"Xia Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01367365892159887,"gpt":0.2181891853254087,"spread":0.2045155264038098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003769549,0.0007410842,0.000776714,0.0005639005,0.001024416,0.00113973,0.001301528,0.001382701,0.00477181],"category_scores_gemma":[0.0008376174,0.0003810737,0.0007257679,0.0008243478,0.0007256984,0.0009868254,0.00108909,0.0007741414,0.0002234899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00211423,"about_ca_system_score_gemma":0.003335253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1136056,"about_ca_topic_score_gemma":0.06091309,"domain_scores_codex":[0.9998073,0.00006762111,0.00001004786,0.00003699869,0.0000302594,0.00004786963],"domain_scores_gemma":[0.9997074,0.00012636,0.0000347806,0.00001224086,0.00007377764,0.00004542371],"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":[0.00001995421,0.00001609159,0.001003906,0.00001211111,0.00001003159,0.00006213901,0.00003702879,0.9954458,0.0001867942,0.002285147,0.0002143106,0.0007066054],"study_design_scores_gemma":[0.00001631218,0.00001341029,0.0003555956,0.000002345798,0.000004823824,0.00000409756,0.00003654045,0.998561,0.00004075239,0.0006259074,0.0003346803,0.000004545795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483534,0.0004598084,0.09115579,0.001548849,0.0001117874,0.0002551978,0.002920061,0.0003756392,0.0548194],"genre_scores_gemma":[0.9885953,0.0002036207,0.004255789,0.000041263,0.000008726513,0.0002286323,0.0005462656,0.00002031833,0.006100082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1136056,"threshold_uncertainty_score":0.2258887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054210482","doi":"10.1080/07900627.2013.837367","title":"Rainwater and greywater harvesting for urban food security in La Soukra, Tunisia","year":2013,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"International Development Research Centre","funders":"","keywords":"Rainwater harvesting; Greywater; Business; Agriculture; Food security; Reuse; Urban agriculture; Sustainability; Irrigation; Agricultural productivity; Water resource management; Agricultural economics; Environmental science; Natural resource economics; Environmental engineering; Economics; Geography; Engineering; Wastewater","authors":[{"name":"Mark Redwood","is_ca":true},{"name":"Moez Bouraoui","is_ca":false},{"name":"Boubaker Houmane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008799410055325661,"gpt":0.2060145569706334,"spread":0.1972151469153077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009832105,0.0002378107,0.0001210862,0.0004582537,0.001041476,0.001499878,0.0004283668,0.000465204,0.002393051],"category_scores_gemma":[0.0006298928,0.0001397568,0.000293076,0.0007649693,0.0005636517,0.0007489824,0.00099023,0.0003158606,0.0001564346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005342982,"about_ca_system_score_gemma":0.005121248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07690803,"about_ca_topic_score_gemma":0.1573227,"domain_scores_codex":[0.9995909,0.0001528495,0.00001161393,0.00002674782,0.00004727405,0.0001706554],"domain_scores_gemma":[0.9996555,0.00006320893,0.0001015012,0.00001752592,0.00006022645,0.00010202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003124971,0.00254848,0.5273523,0.001811683,0.0008482478,0.008654137,0.01413594,0.01110509,0.0768224,0.01545077,0.00628749,0.3318585],"study_design_scores_gemma":[0.0002515983,0.001838951,0.8946871,0.0005242627,0.000354052,0.0007736592,0.03519272,0.006140215,0.01342593,0.001724105,0.04502935,0.00005805161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934157,0.00050857,0.000219313,0.001077487,0.000007488485,0.00005314871,0.00006379079,0.00001090348,0.004643511],"genre_scores_gemma":[0.9961174,0.000543558,0.0006996382,0.0001891257,0.00000800361,0.0000277919,0.00004997426,0.000002954363,0.002361661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07690803,"threshold_uncertainty_score":0.1529207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2978191249","doi":"10.1080/07900627.2019.1662379","title":"Governing international regime complexes through multi-level governance mechanisms: lessons from water, forestry and migration policy","year":2019,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"International Development and Aid","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Corporate governance; International regime; Fragmentation (computing); International law; Global governance; Business; Political science; Environmental resource management; Economics; Law; Ecology; Finance","authors":[{"name":"Richa Shivakoti","is_ca":false},{"name":"Michael Howlett","is_ca":true},{"name":"Víctor Fernández","is_ca":false},{"name":"Sreeja Nair","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04107613913617455,"gpt":0.3135241122487746,"spread":0.2724479731126001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01202727,0.0003292299,0.000436177,0.001241081,0.004689107,0.01027558,0.001282423,0.003203916,0.004601934],"category_scores_gemma":[0.01296443,0.0002954809,0.0005474156,0.001551534,0.02034345,0.01070417,0.006190822,0.004368739,0.0003288792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007919687,"about_ca_system_score_gemma":0.007873864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00616552,"about_ca_topic_score_gemma":0.007953755,"domain_scores_codex":[0.994615,0.002708781,0.0002887429,0.0006132868,0.0005962962,0.001177961],"domain_scores_gemma":[0.9894872,0.005225809,0.001588206,0.001419937,0.00101908,0.001259925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007784231,0.00004037838,0.002153201,0.00003864362,0.000008140272,0.00006985614,0.003209418,0.001421139,0.0001139605,0.9777691,0.001130034,0.01403841],"study_design_scores_gemma":[0.00003982946,0.0000727214,0.008143451,0.0005112719,0.00002109998,0.0001024671,0.009135729,0.005055208,0.0003683291,0.8987693,0.07774233,0.00003834854],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2340389,0.004639726,0.08966354,0.08983634,0.0004152696,0.0004817814,0.00007951406,0.0001346048,0.5807103],"genre_scores_gemma":[0.9822605,0.000936156,0.007412044,0.001859788,0.00009222977,0.0001901403,0.00002265237,0.00002686621,0.007199617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01202727,"threshold_uncertainty_score":0.0636071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3130718954","doi":"10.1080/07900627.2021.1882406","title":"Law versus justice: the Strategic Aboriginal Water Reserve in the Northern Territory, Australia","year":2021,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":13,"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":"Indigenous; Economic Justice; Political science; Ideology; Indigenous rights; Business; Public administration; Environmental planning; Natural resource economics; Law; Human rights; Geography; Economics; Politics; Ecology","authors":[{"name":"William Nikolakis","is_ca":true},{"name":"R. Quentin Grafton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04572072521320776,"gpt":0.3400024019228913,"spread":0.2942816767096835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001263441,0.0001392867,0.00025128,0.0008890569,0.004504912,0.002940632,0.000786379,0.001192324,0.003018548],"category_scores_gemma":[0.003963266,0.0002264545,0.0001701728,0.001794203,0.00486134,0.001694473,0.002494161,0.001087314,0.000140595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01619922,"about_ca_system_score_gemma":0.01219333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6240731,"about_ca_topic_score_gemma":0.7696887,"domain_scores_codex":[0.9983301,0.0008215865,0.00003733789,0.0001274953,0.0002351022,0.0004484341],"domain_scores_gemma":[0.997932,0.001125439,0.0004239408,0.00006257285,0.0002013218,0.0002547297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008949878,0.0002292375,0.09544843,0.0004613195,0.00008240753,0.008624885,0.5612562,0.005629412,0.001737407,0.2842838,0.003359977,0.03879749],"study_design_scores_gemma":[0.00001343674,0.0001654253,0.3541916,0.0004218974,0.00006198475,0.0007971643,0.5619549,0.009348713,0.0005792252,0.02223282,0.05017412,0.00005878938],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586619,0.0005656787,0.0009330121,0.002392024,0.00001079207,0.00006403292,0.00005919293,0.000003554154,0.03730996],"genre_scores_gemma":[0.9933427,0.0003510703,0.0004202097,0.0001428235,0.00000427653,0.00003690291,0.00002282823,0.000003780483,0.005675543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6240731,"threshold_uncertainty_score":0.7562815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008320998","doi":"10.1080/07900627.2015.1005286","title":"The evolution of water management in Alberta, Canada: the influence of global management paradigms and path dependency","year":2015,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Water resources management and optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Dependency (UML); Path dependency; Environmental resource management; Resource management (computing); Water resources; Integrated water resources management; Environmental planning; Business; Environmental science; Economics; Computer science; Economic system; Ecology","authors":[{"name":"Alan Shapiro","is_ca":true},{"name":"Robert Summers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005181570328324521,"gpt":0.1838660404191332,"spread":0.1786844700908086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001509226,0.0002393438,0.0002246564,0.002231186,0.004791095,0.005239505,0.001233435,0.0005795109,0.001793601],"category_scores_gemma":[0.002412751,0.0001784745,0.0002286213,0.005196815,0.005525619,0.001251463,0.002143933,0.001064596,0.00009140513],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1479506,"about_ca_system_score_gemma":0.1286059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923667,"about_ca_topic_score_gemma":0.9972012,"domain_scores_codex":[0.9982617,0.0002725754,0.0000404394,0.0001611839,0.000637023,0.0006270206],"domain_scores_gemma":[0.9982185,0.0002319586,0.0001804533,0.00005666647,0.000871328,0.0004411837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000432235,0.0002085632,0.2816465,0.0004244766,0.0002141696,0.002135302,0.02867786,0.03476129,0.003960242,0.3862339,0.01680111,0.2445043],"study_design_scores_gemma":[0.00004015668,0.0001189456,0.683566,0.0003590398,0.0001148451,0.0003467963,0.05781267,0.01120577,0.001578338,0.0381303,0.2065278,0.0001993642],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8101091,0.007720418,0.003558927,0.01763969,0.0001035058,0.00008326835,0.0006529805,0.00007766343,0.1600545],"genre_scores_gemma":[0.9866481,0.002634379,0.001623239,0.0006614682,0.00001029528,0.00001177918,0.0001702865,0.00002160708,0.00821861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1479506,"threshold_uncertainty_score":0.9882565,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2510501558","doi":"10.1080/07900627.2016.1214909","title":"Integrated water resource management and British Columbia’s Okanagan Basin Water Board","year":2016,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Water resources management and optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Integrated water resources management; Corporate governance; Resource (disambiguation); Business; Environmental resource management; Structural basin; Political science; Water resources; Environmental planning; Geography; Environmental science; Ecology; Computer science","authors":[{"name":"Natalya Melnychuk","is_ca":true},{"name":"Nelson Jatel","is_ca":false},{"name":"Anna L. Warwick Sears","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005668993847260064,"gpt":0.1698802002612394,"spread":0.1642112064139793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007354172,0.0001725897,0.0001395272,0.00114799,0.004476803,0.00373836,0.0005895776,0.0005212973,0.007505443],"category_scores_gemma":[0.003133392,0.000175753,0.0001268051,0.002378636,0.001228524,0.0008560071,0.001361244,0.0008076521,0.0003148102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04702494,"about_ca_system_score_gemma":0.07359489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919823,"about_ca_topic_score_gemma":0.9979702,"domain_scores_codex":[0.9986295,0.0001219932,0.00004200881,0.0001203682,0.000607592,0.0004785875],"domain_scores_gemma":[0.9964491,0.0003379141,0.0002074221,0.00009787062,0.001950287,0.0009574877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002731447,0.0003418117,0.5267252,0.0005674035,0.0001822578,0.001976097,0.009950083,0.005804584,0.002709477,0.06569354,0.1110973,0.2746791],"study_design_scores_gemma":[0.00002214443,0.00004126737,0.6943004,0.0003706578,0.00006663534,0.0002102249,0.02193935,0.002385797,0.0007192937,0.002000346,0.2778682,0.00007563661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6495283,0.003848711,0.001014382,0.01466104,0.0001666181,0.0001582837,0.001877929,0.00008491495,0.3286598],"genre_scores_gemma":[0.9360453,0.001779776,0.001348388,0.0009116664,0.00001162106,0.00004820241,0.0007111921,0.00003034882,0.05911352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04702494,"threshold_uncertainty_score":0.3411914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362577600","doi":"10.1080/07900627.2023.2192571","title":"Fighting for water: resisting privatization in Europe","year":2023,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Business; Natural resource economics; Economics","authors":[{"name":"David B. Brooks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02225038589576126,"gpt":0.2878214455392685,"spread":0.2655710596435072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01019206,0.0002082716,0.000485481,0.0007004991,0.008369556,0.01101837,0.0008315108,0.005286605,0.002347419],"category_scores_gemma":[0.01200508,0.0002579816,0.0003927842,0.001150181,0.02048186,0.00995535,0.008491282,0.005203947,0.0001656295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004577926,"about_ca_system_score_gemma":0.004734976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008878817,"about_ca_topic_score_gemma":0.006210847,"domain_scores_codex":[0.9906577,0.004050147,0.0002765594,0.0007786843,0.001220371,0.003016461],"domain_scores_gemma":[0.9969728,0.001571901,0.0004835362,0.0002380527,0.0002473117,0.0004862892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001504373,0.0001289063,0.01044689,0.0001782934,0.00007626978,0.001356209,0.1677439,0.001035098,0.002050427,0.7710646,0.01383824,0.0319307],"study_design_scores_gemma":[0.00005610724,0.0002135351,0.01965543,0.000697436,0.00004295427,0.0007807841,0.3295645,0.001637748,0.002706187,0.1496803,0.4948389,0.0001262178],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8136064,0.003368475,0.00483308,0.05304552,0.0003482304,0.00003227481,0.00002880445,0.00003722802,0.1246999],"genre_scores_gemma":[0.9893979,0.0005085511,0.000318289,0.005230044,0.00002759922,0.00001088061,0.00001172592,0.00001557697,0.004479428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101837,"threshold_uncertainty_score":0.05390143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3184487790","doi":"10.1080/07900627.2021.1940105","title":"Perceived vs measured water supply service: evidence from New Zealand","year":2021,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"WSP (Canada); University of New Brunswick","funders":"University of South Australia; Engineers Canada","keywords":"Perception; Water supply; Logistic regression; Logit; Ordered logit; Potable water; Fluoride; Service (business); Business; Marketing; Regression analysis; Environmental economics; Agricultural economics; Economics; Psychology; Econometrics; Statistics; Environmental science; Environmental engineering; Mathematics","authors":[{"name":"Anna Robak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08092717843778977,"gpt":0.2256854522691718,"spread":0.144758273831382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00230945,0.0002033545,0.0003767544,0.001188373,0.0003823728,0.001190521,0.0004065621,0.0002456928,0.003636785],"category_scores_gemma":[0.0157242,0.0002159259,0.0003754841,0.00395663,0.001466917,0.0009994197,0.0008765445,0.0004990565,0.0002227965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002189209,"about_ca_system_score_gemma":0.001893681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3622594,"about_ca_topic_score_gemma":0.3769801,"domain_scores_codex":[0.9981599,0.0003294346,0.0002184017,0.0002655907,0.0008923539,0.0001344251],"domain_scores_gemma":[0.9857809,0.004475519,0.00649794,0.0004937304,0.002240368,0.0005114804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003990186,0.00008626238,0.9596065,0.0007741555,0.0001990925,0.0003647806,0.01234257,0.0001575386,0.0007955048,0.000492421,0.0003864609,0.02439567],"study_design_scores_gemma":[0.000007413581,0.00007750395,0.9946384,0.00008809258,0.00003646588,0.00007581818,0.004058416,0.00007428021,0.0000762713,0.00004245566,0.0008172395,0.000007809004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946838,0.000760118,0.0001082003,0.0002175529,0.000005449707,0.0000144954,0.0002927072,0.000001437695,0.003916284],"genre_scores_gemma":[0.9984962,0.001047834,0.00007202769,0.00003855945,0.000004130949,0.000008979096,0.0001244679,0.000002483284,0.000205336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3622594,"threshold_uncertainty_score":0.7203016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2556928343","doi":"10.1080/07900627.2016.1251884","title":"Implementing integrated watershed management in Quebec: examples from the Saint John River Watershed Organization","year":2016,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Watershed; Watershed management; Legislature; Context (archaeology); Government (linguistics); Environmental resource management; Environmental planning; SAINT; Business; Public administration; Political science; Geography; Environmental science; Computer science; Archaeology","authors":[{"name":"Marie-Claude Leclerc","is_ca":true},{"name":"Michel Grégoire","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01148083262059537,"gpt":0.2069218082466688,"spread":0.1954409756260734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003405364,0.0004578566,0.0002167794,0.0009931348,0.01396839,0.003974129,0.001623261,0.002023082,0.002982528],"category_scores_gemma":[0.004261906,0.0001994958,0.0003696458,0.00346926,0.003429863,0.00110883,0.002785487,0.001969053,0.0002241439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07338471,"about_ca_system_score_gemma":0.1098101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9869373,"about_ca_topic_score_gemma":0.9957059,"domain_scores_codex":[0.9954358,0.00118767,0.00009190413,0.0002023833,0.001348879,0.001733509],"domain_scores_gemma":[0.9949813,0.0006786321,0.000217137,0.000167199,0.002721664,0.00123401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002719225,0.001043645,0.111234,0.001081259,0.0001954624,0.0126529,0.1006113,0.01420508,0.005953241,0.1422387,0.2282885,0.3822241],"study_design_scores_gemma":[0.0001114288,0.0002982939,0.1815171,0.0006201339,0.00008243658,0.0007771081,0.06868549,0.004994937,0.001047432,0.003145322,0.7385694,0.0001509173],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5220673,0.009744774,0.01075455,0.0612289,0.0004914169,0.001191419,0.001208201,0.0004465667,0.3928669],"genre_scores_gemma":[0.9230468,0.00564876,0.01198599,0.005620006,0.00006692808,0.0002232837,0.0006833171,0.00009227895,0.05263265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07338471,"threshold_uncertainty_score":0.5324458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055107430","doi":"10.1080/07900620600807771","title":"Sustainable Groundwater Allocation in the Great Lakes Basin","year":2006,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Health Information; Canadian Institute for Advanced Research; University of British Columbia","funders":"","keywords":"Groundwater; Watershed; Structural basin; Water resource management; Watershed management; Environmental planning; Environmental resource management; Environmental science; Computer science; Geology","authors":[{"name":"Timothy Morris","is_ca":true},{"name":"Satya P. Mohapatra","is_ca":true},{"name":"Anne Mitchell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007480720258762397,"gpt":0.209270105469215,"spread":0.2017893852104526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005469723,0.00008985474,0.0001078013,0.0005609978,0.0008571812,0.001014201,0.0002933997,0.0004183803,0.001141167],"category_scores_gemma":[0.0009053831,0.00008268335,0.00009759481,0.0008549604,0.0008026845,0.0006275199,0.001268356,0.0001509033,0.00009515822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002137979,"about_ca_system_score_gemma":0.005573939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0220481,"about_ca_topic_score_gemma":0.04693485,"domain_scores_codex":[0.9995241,0.0002154157,0.00001607215,0.00003401578,0.0001285851,0.00008184683],"domain_scores_gemma":[0.9998162,0.00003499287,0.00002775012,0.00001361777,0.00005387835,0.00005357854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001116214,0.0001465587,0.03456904,0.0001978543,0.00007221292,0.001091246,0.003870999,0.1924473,0.005606301,0.3862022,0.03619047,0.3394941],"study_design_scores_gemma":[0.0001790361,0.0003250283,0.06382544,0.0001566707,0.0001002459,0.0003865019,0.009733107,0.1601837,0.00526834,0.4957204,0.264047,0.00007447216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8397139,0.001666999,0.02401056,0.01143433,0.000066322,0.0001088722,0.0001867341,0.0003551481,0.1224571],"genre_scores_gemma":[0.9865485,0.0004435991,0.005723519,0.0001694128,0.0000130856,0.0000406628,0.00006615973,0.00001144321,0.006983696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9779519,"threshold_uncertainty_score":0.04383957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2528379199","doi":"10.1080/07900627.2016.1238344","title":"Applying integrated watershed management in Nova Scotia: a community-based perspective from the Clean Annapolis River Project","year":2016,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Australian Centre for Advanced Photovoltaics","keywords":"Watershed; Nova scotia; Watershed management; Environmental resource management; Environmental planning; Business; Geography; Environmental science; Computer science; Archaeology","authors":[{"name":"Levi Cliche","is_ca":false},{"name":"Lindsey Freeman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03058446661924963,"gpt":0.2462876141941317,"spread":0.2157031475748821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002045524,0.0002136002,0.0002062401,0.0005731977,0.01326283,0.004430761,0.001407117,0.001034988,0.001494121],"category_scores_gemma":[0.00271225,0.0002143636,0.000127167,0.0008748593,0.006914946,0.0007471439,0.005368159,0.001828852,0.00007895359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03141259,"about_ca_system_score_gemma":0.05690126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8746331,"about_ca_topic_score_gemma":0.9710242,"domain_scores_codex":[0.9976022,0.0008990139,0.00004996577,0.0001238066,0.0003538372,0.0009712836],"domain_scores_gemma":[0.9974256,0.0007069181,0.0001678684,0.0000866489,0.0004317563,0.001181134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000194224,0.001151135,0.1242951,0.0006360884,0.00008928294,0.04130683,0.5673255,0.006544988,0.0080737,0.08072323,0.02547476,0.1441852],"study_design_scores_gemma":[0.00003909452,0.0002298237,0.1193603,0.000534849,0.00002298937,0.001111224,0.7554477,0.001267309,0.0007308212,0.003249141,0.1179524,0.00005432874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9037433,0.001002365,0.0007204653,0.01361503,0.00008323718,0.0001923763,0.00005018263,0.00001142759,0.08058173],"genre_scores_gemma":[0.9892733,0.0009524635,0.0008230851,0.001019293,0.00000895525,0.00004765616,0.00003209685,0.000005968407,0.00783717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1253669,"threshold_uncertainty_score":0.2522103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205454182","doi":"10.1080/07900627.2021.2016378","title":"Water safety management during the initial phase of the Covid-19 pandemic: challenges, responses and guidance","year":2022,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Preparedness; Coronavirus disease 2019 (COVID-19); Business; Relevance (law); Pandemic; Crisis management; Water safety; Environmental planning; Phase (matter); Globe; Emergency management; Environmental resource management; Economic growth; Environmental science; Political science; Water quality; Economics; Medicine","authors":[{"name":"Françoise Bichai","is_ca":true},{"name":"Patrick Smeets","is_ca":false},{"name":"Simon Barrette","is_ca":true},{"name":"Daniel Deere","is_ca":false},{"name":"Nicholas J. Ashbolt","is_ca":false},{"name":"Giuliana Ferrero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09732355678440544,"gpt":0.3531120966610888,"spread":0.2557885398766834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006407165,0.0002069485,0.0002394183,0.0007442286,0.00203391,0.002001415,0.0005656136,0.002136634,0.002424507],"category_scores_gemma":[0.01765743,0.0002135493,0.0002489941,0.0007289693,0.0009027262,0.001955344,0.002438216,0.001715547,0.0003958047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938535,"about_ca_system_score_gemma":0.008013139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193036,"about_ca_topic_score_gemma":0.017833,"domain_scores_codex":[0.9945616,0.003154803,0.0004496505,0.0001607447,0.0006453322,0.001027791],"domain_scores_gemma":[0.9922073,0.002832125,0.001753875,0.0001276298,0.001629145,0.001449828],"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":[0.0004146723,0.0007389521,0.4761287,0.001932493,0.00008257474,0.00333249,0.1088323,0.003989838,0.0049885,0.004756811,0.05621042,0.3385922],"study_design_scores_gemma":[0.00003599333,0.001247032,0.3826272,0.001577062,0.00002718713,0.0009469149,0.524841,0.002991382,0.001699354,0.003892238,0.0799947,0.0001199815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8329856,0.003040312,0.002210497,0.1393105,0.000308389,0.0006014665,0.0005214239,0.00008031473,0.02094138],"genre_scores_gemma":[0.9882868,0.00245087,0.00205361,0.00478159,0.0001231383,0.0001650986,0.0002116461,0.000009541579,0.001917619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193036,"threshold_uncertainty_score":0.03388476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2515102308","doi":"10.1080/07900627.2016.1216830","title":"Lessons from implementing integrated water resource management: a case study of the North Bay-Mattawa Conservation Authority, Ontario","year":2016,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Nipissing University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stewardship (theology); Mandate; Environmental planning; Environmental resource management; Integrated water resources management; Natural resource; Stakeholder; Stakeholder engagement; Natural resource management; Business; Community-based conservation; Watershed management; Watershed; Water resources; Political science; Geography; Public relations; Environmental science; Ecology","authors":[{"name":"Paula Scott","is_ca":false},{"name":"Brian Tayler","is_ca":false},{"name":"Dan Walters","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02369951452872995,"gpt":0.2740084907204312,"spread":0.2503089761917012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005193461,0.0004600228,0.0004333503,0.0006250538,0.0189085,0.005648951,0.003121247,0.002710412,0.002807156],"category_scores_gemma":[0.009391579,0.000543594,0.0004202029,0.001812151,0.006691865,0.002643805,0.005230318,0.003269273,0.0001858798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07450795,"about_ca_system_score_gemma":0.09999184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9402974,"about_ca_topic_score_gemma":0.9875118,"domain_scores_codex":[0.9912786,0.003132542,0.000216539,0.0004700445,0.00192272,0.002979601],"domain_scores_gemma":[0.9941712,0.001403467,0.00042565,0.0002935816,0.001583406,0.002122662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002146061,0.001660132,0.1034717,0.0007344098,0.0001284308,0.0331109,0.6852557,0.006191884,0.004698468,0.03951231,0.02459752,0.100424],"study_design_scores_gemma":[0.00007231361,0.00046979,0.04921607,0.0004040251,0.00006029077,0.001530936,0.7885675,0.002474621,0.001073577,0.001785664,0.1542736,0.00007170523],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9066412,0.0007826038,0.002787169,0.02124152,0.00008622713,0.0006248006,0.0001064409,0.00004552403,0.06768446],"genre_scores_gemma":[0.9767832,0.001049119,0.004331052,0.001481378,0.00002321679,0.0001597252,0.00007277147,0.00003346649,0.01606611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07450795,"threshold_uncertainty_score":0.5405955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207570729","doi":"10.1080/07900627.2021.1969223","title":"Scenarios for public systems transition using learning alliances: the case of water supply in Uganda","year":2021,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Water resources management and optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Alliance; Business; Water supply; Robustness (evolution); Environmental resource management; Environmental planning; Economics; Geography; Engineering","authors":[{"name":"Angela Huston","is_ca":true},{"name":"Susan Gaskin","is_ca":true},{"name":"Jane Nabunnya","is_ca":false},{"name":"Patrick Moriarty","is_ca":false},{"name":"Martin Watsisi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02280514485242474,"gpt":0.2253974755893706,"spread":0.2025923307369459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003097352,0.000601334,0.0004068224,0.001151604,0.003852282,0.003377066,0.001577352,0.004734095,0.009837396],"category_scores_gemma":[0.007111517,0.000378572,0.0009095217,0.001187096,0.002703988,0.004372799,0.004976819,0.002501781,0.0004468769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004521808,"about_ca_system_score_gemma":0.002655791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02293876,"about_ca_topic_score_gemma":0.0305915,"domain_scores_codex":[0.9971986,0.002077902,0.00006950647,0.00009701452,0.0001338736,0.0004231076],"domain_scores_gemma":[0.9948562,0.003332853,0.0002655017,0.0002457507,0.0003333121,0.0009663331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006734871,0.0009329173,0.01192338,0.0002151406,0.00007604905,0.009113668,0.01085066,0.678696,0.0007731767,0.2676412,0.005877714,0.01322665],"study_design_scores_gemma":[0.0004742849,0.0007138397,0.005078475,0.0002210425,0.00005959676,0.000685441,0.0416502,0.7422083,0.0008810028,0.1723977,0.03549477,0.0001353301],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8547675,0.0003353692,0.03331412,0.007298145,0.00009514535,0.0005003328,0.0005527167,0.0001951952,0.1029415],"genre_scores_gemma":[0.9911584,0.0001134878,0.005692224,0.00006032595,0.000006849382,0.000159702,0.0001042422,0.00001101869,0.002693689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02293876,"threshold_uncertainty_score":0.04561049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389742334","doi":"10.1080/07900627.2023.2279961","title":"The spatiotemporal variability of phytoplankton phenology in the Caspian Sea (an ecoregion-based approach)","year":2023,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Ecoregion; Phenology; Phytoplankton; Ecosystem; Bloom; Environmental science; Algal bloom; Climate change; Marine ecosystem; Oceanography; Ecology; Geography; Climatology; Biology; Nutrient","authors":[{"name":"Forough Fendereski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02021075129429397,"gpt":0.2174556255608756,"spread":0.1972448742665816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004226227,0.0001293344,0.0001362034,0.001061826,0.0002408765,0.0005456429,0.0001684376,0.0001459719,0.0005455127],"category_scores_gemma":[0.0005321451,0.00007557988,0.0003124308,0.001108687,0.0001793083,0.0002661694,0.0003941914,0.0001476429,0.00005280624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006667722,"about_ca_system_score_gemma":0.0004892973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08323083,"about_ca_topic_score_gemma":0.099641,"domain_scores_codex":[0.9998393,0.00003274832,0.00001279364,0.0000665241,0.00001813135,0.00003050364],"domain_scores_gemma":[0.9997342,0.00005917424,0.00009224687,0.00002776452,0.00004937935,0.00003723608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003767463,0.00001293227,0.9908882,0.00001481083,0.000118318,0.0001197938,0.0002784877,0.001237444,0.001862735,0.00008420937,0.0002128626,0.005132437],"study_design_scores_gemma":[5.854246e-7,0.000006581388,0.9980841,0.000002576139,0.00001870074,0.00002899365,0.0002260543,0.001362006,0.00005532856,0.00002001358,0.0001933676,0.00000179009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990165,0.00009022357,0.0001416047,0.00002502846,0.000003090689,0.000002369099,0.0004945744,0.000003772194,0.0002228317],"genre_scores_gemma":[0.9992709,0.00004259592,0.0002018946,0.000005185609,0.00000203288,0.000003228741,0.0004028063,0.00000124858,0.00007011657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08323083,"threshold_uncertainty_score":0.1654927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381853168","doi":"10.1080/07900627.2023.2218492","title":"Rethinking collaborative governance to enhance legitimacy co-production: a multipurpose rural–urban water transfer in Nepal","year":2023,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"International Development Research Centre","keywords":"Legitimacy; Corporate governance; Argumentative; Politics; Production (economics); Environmental governance; Water supply; Political ecology; Economic Justice; Political science; Business; Environmental planning; Sociology; Economics; Geography; Engineering; Law; Environmental engineering","authors":[{"name":"Kiran Kumari Bhattarai","is_ca":true},{"name":"John FitzGibbon","is_ca":true},{"name":"Laxmi Prasad Pant","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01431457839386005,"gpt":0.2996306516557191,"spread":0.285316073261859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007588954,0.0002554193,0.0002886439,0.0009665558,0.0104196,0.007099191,0.001669459,0.001946079,0.005164063],"category_scores_gemma":[0.01103039,0.0002817323,0.0002518792,0.0009151067,0.009099111,0.006405979,0.01489082,0.002540905,0.0005201455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004040169,"about_ca_system_score_gemma":0.007270321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004162493,"about_ca_topic_score_gemma":0.01117223,"domain_scores_codex":[0.9945198,0.004008419,0.00007863532,0.0003275978,0.0004130693,0.0006526228],"domain_scores_gemma":[0.9904461,0.006500774,0.0005824749,0.0009457298,0.0005196051,0.001005383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003000509,0.002489599,0.02263819,0.0003821056,0.00004807704,0.007370629,0.5963098,0.004021027,0.008121273,0.1511498,0.002957414,0.2042121],"study_design_scores_gemma":[0.0002677376,0.001701343,0.02939385,0.0004825074,0.00007252501,0.001374749,0.6931972,0.01708199,0.007972238,0.1251603,0.1231625,0.0001329995],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383841,0.00008352577,0.01154976,0.003401224,0.00002665477,0.0003371037,0.000009462196,0.00003953376,0.04616866],"genre_scores_gemma":[0.9952171,0.0000415875,0.002255383,0.0001441087,0.000004140047,0.00008999099,0.000004800565,0.000006761455,0.002236067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0104196,"threshold_uncertainty_score":0.04013467,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W3197877814","doi":"10.1080/07900627.2021.1964449","title":"Comparative assessment of alternative water supply contributions across five data-scarce cities","year":2021,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Water resources management and optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Water supply; Closing (real estate); Water scarcity; Business; Resource (disambiguation); Water security; Water resources; Scarcity; Supply and demand; Potable water; Environmental planning; Environmental economics; Water resource management; Natural resource economics; Environmental resource management; Environmental science; Economics; Computer science; Environmental engineering; Finance","authors":[{"name":"Janez Sušnik","is_ca":false},{"name":"Osman Jussah","is_ca":false},{"name":"Mohamed O. M. Orabi","is_ca":false},{"name":"Muhammed C. Abubakar","is_ca":false},{"name":"Richmond F. Quansah","is_ca":false},{"name":"Wahid Yahaya","is_ca":false},{"name":"Justin A. Adonadaga","is_ca":false},{"name":"Carlos Cossa","is_ca":false},{"name":"Jose Ferrato","is_ca":false},{"name":"Castigo A. Cossa","is_ca":false},{"name":"Wahyono Hadi","is_ca":false},{"name":"Adhi Yuniarto","is_ca":false},{"name":"Bowo Djoko Marsono","is_ca":false},{"name":"Alfan Purnomo","is_ca":false},{"name":"Franҫoise Bichai","is_ca":true},{"name":"Chris Zevenbergen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02759592389822158,"gpt":0.3048841610003383,"spread":0.2772882371021167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003821685,0.0004715448,0.0006406491,0.003717743,0.0007649208,0.002461118,0.0007337292,0.0007047132,0.001746793],"category_scores_gemma":[0.005858244,0.0002888396,0.001000836,0.005913241,0.0008454479,0.001627117,0.002455178,0.000583951,0.0001890419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003867368,"about_ca_system_score_gemma":0.001217667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02576544,"about_ca_topic_score_gemma":0.06842565,"domain_scores_codex":[0.9976096,0.00115546,0.000133846,0.0002151424,0.0006725877,0.0002133497],"domain_scores_gemma":[0.9945913,0.002554298,0.000617702,0.0003960602,0.001487506,0.0003530727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005015394,0.001666729,0.6249998,0.001443758,0.001701597,0.001734249,0.00466287,0.2360023,0.01117923,0.02348308,0.002389275,0.08572175],"study_design_scores_gemma":[0.0002001201,0.001449637,0.8414447,0.00015153,0.0007180833,0.0003011576,0.01320148,0.1259094,0.005369978,0.003892844,0.007226822,0.0001343536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947226,0.00007369617,0.00087514,0.00008229191,0.000002973719,0.0000551184,0.0006094655,0.00001049362,0.003568149],"genre_scores_gemma":[0.9977324,0.00006065864,0.001107885,0.00001169784,0.000001808877,0.00004157644,0.0005584873,0.000004844652,0.0004806392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02576544,"threshold_uncertainty_score":0.05123097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389348755","doi":"10.1080/07900627.2023.2273475","title":"Small-scale desalination and atmospheric water provisioning systems in water-scarce vulnerable communities: status and perspectives","year":2023,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McMaster University; United Nations University Institute for Water, Environment, and Health; University of Toronto","funders":"","keywords":"Provisioning; Business; Desalination; Water scarcity; Scale (ratio); Citizen journalism; Environmental planning; Environmental resource management; Water resources; Water supply; Natural resource economics; Environmental science; Environmental economics; Geography; Political science; Environmental engineering; Economics; Ecology; Engineering","authors":[{"name":"Guilherme Baggio","is_ca":true},{"name":"Jan Adamowski","is_ca":true},{"name":"Victor James Hyde","is_ca":false},{"name":"Manzoor Qadir","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02524616279249854,"gpt":0.2582428019062256,"spread":0.232996639113727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005459912,0.0001746677,0.0003080871,0.001448864,0.001315769,0.002966292,0.000500735,0.001069875,0.00343496],"category_scores_gemma":[0.006915323,0.00009355684,0.0001783621,0.001783954,0.002117012,0.003171968,0.00145334,0.0005887892,0.0001996966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717837,"about_ca_system_score_gemma":0.006978415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006218631,"about_ca_topic_score_gemma":0.01365765,"domain_scores_codex":[0.997717,0.001432029,0.0001352483,0.000120769,0.0003266484,0.0002683802],"domain_scores_gemma":[0.9860877,0.009780621,0.001343158,0.0002114279,0.001936876,0.0006402208],"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":[0.0004448212,0.0005447707,0.0659001,0.02183891,0.000100076,0.001828656,0.06987562,0.0006678544,0.002769166,0.02981324,0.01198715,0.7942296],"study_design_scores_gemma":[0.00004777615,0.001871723,0.155986,0.03034753,0.0002969803,0.002883914,0.4065544,0.0007418535,0.003363175,0.02453794,0.3732435,0.0001250488],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.404676,0.463448,0.001229327,0.07408928,0.0005730698,0.0001945559,0.0002992048,0.00002447111,0.05546609],"genre_scores_gemma":[0.768455,0.2261771,0.001252965,0.00183379,0.0002363331,0.0001185251,0.0000696905,0.000004550875,0.001851999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006218631,"threshold_uncertainty_score":0.02887517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411157122","doi":"10.1080/07900627.2025.2505867","title":"Assessing the importance of gender transformative WASH: evidence from a gender-mainstreamed WASH programme in Bangladesh","year":2025,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Norges Forskningsråd; Svenska Forskningsrådet Formas","keywords":"Transformative learning; Gender mainstreaming; Psychology; Gender equality; Natural resource economics; Economic growth; Environmental planning; Water resource management; Environmental science; Sociology; Economics; Gender studies; Pedagogy","authors":[{"name":"Sarah Dickin","is_ca":false},{"name":"Sabiha Siddique","is_ca":false},{"name":"Carla Liera","is_ca":false},{"name":"Gin Dupont","is_ca":false},{"name":"Elijah Bisung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04694298965748268,"gpt":0.3347811096132136,"spread":0.2878381199557309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01801672,0.0004590288,0.0005241188,0.0005367564,0.00110111,0.001199032,0.000924863,0.0007652019,0.005007342],"category_scores_gemma":[0.02655104,0.0002179268,0.0003650217,0.0008010978,0.003532719,0.00154204,0.002145881,0.0009415626,0.0002732698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002092356,"about_ca_system_score_gemma":0.00516956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110909,"about_ca_topic_score_gemma":0.01934016,"domain_scores_codex":[0.9845933,0.01209991,0.0005448819,0.0005382999,0.001395064,0.0008285837],"domain_scores_gemma":[0.9760894,0.01805507,0.002955913,0.0005754274,0.001371487,0.0009527564],"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":[0.008399844,0.008111645,0.09880536,0.01737001,0.0008012852,0.0006379219,0.1489449,0.0005150411,0.002559737,0.01011207,0.002749118,0.7009932],"study_design_scores_gemma":[0.004303512,0.05146703,0.542214,0.03064715,0.003144779,0.0005651512,0.2455336,0.001081675,0.008997315,0.01433481,0.09747019,0.0002408253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728994,0.005925305,0.0006983216,0.003937996,0.0001242547,0.0007116692,0.0002162415,0.000009581057,0.01547723],"genre_scores_gemma":[0.9946293,0.003602377,0.0005207065,0.0005621271,0.00002044699,0.0002318133,0.00003371428,0.000004287884,0.0003953182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01801672,"threshold_uncertainty_score":0.09528267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402195969","doi":"10.1080/07900627.2024.2385577","title":"Sustainable finance, water governance, and water policy objectives in Ontario municipalities","year":2024,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Corporate governance; Business; Finance; Environmental planning; Environmental science","authors":[{"name":"Fabiola Alvarado-Revilla","is_ca":true},{"name":"Rob de Loë","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02163713064240038,"gpt":0.241047720306327,"spread":0.2194105896639267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001071216,0.00009411475,0.000270079,0.0007290175,0.002778755,0.001903583,0.0003237888,0.0004530499,0.002530606],"category_scores_gemma":[0.006719198,0.000149842,0.000195511,0.002448553,0.001434697,0.0009095168,0.001441767,0.000472049,0.0001092364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05642165,"about_ca_system_score_gemma":0.04487268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9810969,"about_ca_topic_score_gemma":0.9939457,"domain_scores_codex":[0.9987389,0.0002270249,0.00004994768,0.00007164383,0.0002902777,0.0006221507],"domain_scores_gemma":[0.9953033,0.0008690569,0.001251519,0.0001467763,0.001156483,0.001272917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001652012,0.0001211726,0.9202904,0.0001160303,0.0000540921,0.0006531572,0.01558898,0.004092473,0.0003665376,0.03118283,0.007695028,0.01967409],"study_design_scores_gemma":[0.00002237887,0.00003257541,0.9454576,0.00009395269,0.00002564309,0.0000445556,0.02884803,0.002331206,0.0001484571,0.003634031,0.01933507,0.00002652191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814255,0.0002815602,0.000136548,0.003278791,0.000006774301,0.00003579343,0.0005513538,0.000003907261,0.01427975],"genre_scores_gemma":[0.9975396,0.0001777816,0.0000759636,0.00006889934,0.000002925226,0.00001126455,0.0001134151,0.000001941621,0.002008149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05642165,"threshold_uncertainty_score":0.4093696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}