{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":109,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":109,"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":"ded5e9d5dd07","filters":{"venue":"Global Environmental Change"}},"results":[{"id":"W2155202598","doi":"10.1016/j.gloenvcha.2004.01.001","title":"Mapping vulnerability to multiple stressors: climate change and globalization in India","year":2004,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":1194,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Vulnerability (computing); Climate change; Context (archaeology); Stressor; Agriculture; Environmental resource management; Psychological intervention; Global change; Vulnerability assessment; Global warming; Environmental planning; Geography; Political science; Psychology; Computer science; Environmental science; Ecology; Biology; Computer security","authors":[{"name":"Karen O’Brien","is_ca":false},{"name":"Robin Leichenko","is_ca":false},{"name":"Ulka Kelkar","is_ca":false},{"name":"Henry David Venema","is_ca":true},{"name":"Guro Aandahl","is_ca":false},{"name":"Heather Tompkins","is_ca":false},{"name":"Akram Javed","is_ca":false},{"name":"Suruchi Bhadwal","is_ca":false},{"name":"Stephan Barg","is_ca":true},{"name":"Lynn P. Nygaard","is_ca":false},{"name":"Jennifer Joy West","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04746489006399299,"gpt":0.242099396032384,"spread":0.194634505968391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003269017,0.0002481272,0.0002172025,0.001693471,0.000731944,0.0007194541,0.0004672505,0.0003120718,0.0008860906],"category_scores_gemma":[0.001069516,0.0001465285,0.0004473643,0.0027273,0.0004811851,0.0006398817,0.001488886,0.0003959328,0.0001035297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027988,"about_ca_system_score_gemma":0.001085333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06894893,"about_ca_topic_score_gemma":0.08959986,"domain_scores_codex":[0.999732,0.00008458873,0.00001548683,0.00003507561,0.00002664681,0.0001061592],"domain_scores_gemma":[0.9989849,0.0003490718,0.0002723133,0.00008818927,0.0001488422,0.0001566244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001584899,0.00007522224,0.9807006,0.00004509946,0.00009729785,0.0004006505,0.003027949,0.003871967,0.001340049,0.0006483465,0.0002356881,0.009398729],"study_design_scores_gemma":[0.00000235677,0.00005625874,0.9910954,0.000007803341,0.00004590343,0.0001427534,0.006336017,0.001480983,0.0002455952,0.0002222177,0.0003554221,0.00000935353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992049,0.00002229891,0.00009766355,0.00003273085,6.848101e-7,0.000003759063,0.00009839875,0.000002131616,0.000537476],"genre_scores_gemma":[0.9996502,0.00003494204,0.0001111354,0.000004095392,9.505608e-7,0.00000641468,0.00006405471,7.739222e-7,0.0001273886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06894893,"threshold_uncertainty_score":0.1370952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586819609","doi":"10.1016/j.gloenvcha.2017.01.002","title":"Trees, forests and water: Cool insights for a hot world","year":2017,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":1172,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"VLIRUOS; Consortium of International Agricultural Research Centers; Vlaamse Interuniversitaire Raad; Belgisch Ontwikkelingsagentschap; KU Leuven","keywords":"Sustainability; Climate change; Environmental resource management; Ecoforestry; Environmental science; Climate change mitigation; Global warming; Greenhouse gas; Forest management; Business; Natural resource economics; Agroforestry; Ecology; Forest restoration; Forest ecology; Ecosystem; Economics","authors":[{"name":"David Ellison","is_ca":false},{"name":"Cindy E. Morris","is_ca":false},{"name":"Bruno Locatelli","is_ca":false},{"name":"Douglas Sheil","is_ca":false},{"name":"Jane Cohen","is_ca":false},{"name":"Daniel Murdiyarso","is_ca":false},{"name":"Victoria Gutierrez","is_ca":false},{"name":"Meine van Noordwijk","is_ca":false},{"name":"Irena F. Creed","is_ca":true},{"name":"Jan Pokorný","is_ca":false},{"name":"David Gaveau","is_ca":false},{"name":"Dominick V. Spracklen","is_ca":false},{"name":"Aida Bargués Tobella","is_ca":false},{"name":"Ulrik Ilstedt","is_ca":false},{"name":"Adriaan J. Teuling","is_ca":false},{"name":"Solomon Gebreyohannis Gebrehiwot","is_ca":false},{"name":"David C. Sands","is_ca":false},{"name":"Bart Muys","is_ca":false},{"name":"Bruno Verbist","is_ca":false},{"name":"Elaine Springgay","is_ca":false},{"name":"Yulia Sugandi","is_ca":false},{"name":"Caroline A Sullivan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01767952425548806,"gpt":0.2181214038609222,"spread":0.2004418796054341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002613754,0.0009082409,0.00117015,0.002242856,0.001362817,0.005762407,0.0009448994,0.002606228,0.006139136],"category_scores_gemma":[0.003511872,0.0002701516,0.0005027982,0.003011265,0.008900382,0.01818354,0.00269538,0.005341946,0.0008592948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002748891,"about_ca_system_score_gemma":0.003204173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004973068,"about_ca_topic_score_gemma":0.01296027,"domain_scores_codex":[0.9986938,0.0006789549,0.0000438445,0.0001447045,0.0003100012,0.000128759],"domain_scores_gemma":[0.9969056,0.002162316,0.0002061026,0.0001324904,0.0003827985,0.000210713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001626298,0.000047997,0.001860922,0.005419843,0.0001525576,0.0004993748,0.005734011,0.001979948,0.001263683,0.6538509,0.1066615,0.2223666],"study_design_scores_gemma":[0.000004368685,0.00002412245,0.001156235,0.00228492,0.00003319638,0.000184511,0.004117166,0.0002456066,0.0001948849,0.4629768,0.5287565,0.00002175578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.005135112,0.8210548,0.0102914,0.128446,0.005391115,0.00001196976,0.0002903613,0.00006341509,0.02931585],"genre_scores_gemma":[0.1545253,0.7763393,0.007129842,0.03980498,0.007715803,0.00005049977,0.0002580618,0.0001200032,0.01405612],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006139136,"threshold_uncertainty_score":0.02053744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987913812","doi":"10.1016/j.gloenvcha.2007.07.002","title":"Adaptive co-management and the paradox of learning","year":2007,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":1057,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University; University of Ottawa; Wilfrid Laurier University","funders":"","keywords":"Social learning; Active learning (machine learning); Context (archaeology); Process (computing); Normative; Open learning; Experiential learning; Collaborative learning; Incentive; Cooperative learning; Knowledge management; Psychology; Adaptive management; Corporate governance; Learning sciences; Sustainability; Organizational learning; Political science; Computer science; Artificial intelligence; Environmental resource management; Economics; Ecology; Management; Mathematics education; Teaching method; Geography","authors":[{"name":"Derek Armitage","is_ca":true},{"name":"Melissa Marschke","is_ca":true},{"name":"Ryan Plummer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01525923649425723,"gpt":0.2305451215374799,"spread":0.2152858850432227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009681919,0.0003725377,0.0006945368,0.001024914,0.003116878,0.00768006,0.00164888,0.005114139,0.0098099],"category_scores_gemma":[0.02575181,0.0003057993,0.0003993317,0.001319215,0.02862506,0.01235146,0.005278191,0.004437733,0.0007872502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003740975,"about_ca_system_score_gemma":0.00362908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003161059,"about_ca_topic_score_gemma":0.00323404,"domain_scores_codex":[0.9947411,0.003014884,0.0001071433,0.00082167,0.0007321059,0.0005830519],"domain_scores_gemma":[0.9728589,0.01852211,0.001906515,0.003523575,0.001451722,0.001737204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002395586,0.00003138751,0.0006542619,0.00003117248,0.00001378406,0.00003085995,0.0008350475,0.001127284,0.00008084131,0.9854639,0.002193352,0.009514122],"study_design_scores_gemma":[0.00001562346,0.000004164875,0.0003305536,0.00001168927,0.000002103129,0.00001678944,0.0002784751,0.0007631014,0.00003991119,0.9936726,0.004860392,0.000004565312],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1828853,0.008433748,0.07686278,0.2442982,0.0006188562,0.00006615729,0.0001892684,0.0002009391,0.4864448],"genre_scores_gemma":[0.9901062,0.0007537808,0.002637518,0.001848256,0.0002547967,0.00005262386,0.00002415291,0.00002271175,0.004299988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0098099,"threshold_uncertainty_score":0.05120355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057646086","doi":"10.1016/j.gloenvcha.2010.09.012","title":"Are we adapting to climate change?","year":2010,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":925,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Adaptation (eye); Vulnerability (computing); Action (physics); Climate change; Scale (ratio); Climate change adaptation; Adaptive capacity; Environmental resource management; Geography; Psychology; Computer science; Economics; Ecology; Computer security","authors":[{"name":"Lea Berrang‐Ford","is_ca":true},{"name":"James D. Ford","is_ca":true},{"name":"Jaclyn Paterson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1571589799836796,"gpt":0.3224621018032061,"spread":0.1653031218195264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006313667,0.0003321372,0.0004425373,0.0009735178,0.002993633,0.006949397,0.001027614,0.005073493,0.0117247],"category_scores_gemma":[0.02575634,0.0002366154,0.0005173543,0.002324525,0.009912677,0.01067524,0.002282211,0.006163101,0.001877831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001772963,"about_ca_system_score_gemma":0.005639338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01410772,"about_ca_topic_score_gemma":0.01402579,"domain_scores_codex":[0.996876,0.001374862,0.0000939913,0.0003090836,0.0002799121,0.001066161],"domain_scores_gemma":[0.9912457,0.002757984,0.001120472,0.0009351715,0.00141787,0.002522853],"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":[0.000183457,0.0003889927,0.1327175,0.0005731552,0.0004065183,0.001097428,0.05573146,0.001748296,0.00152232,0.2412379,0.1616331,0.4027599],"study_design_scores_gemma":[0.00002589163,0.0001030036,0.0998072,0.0008267756,0.0001666665,0.0006184526,0.1202831,0.0006560687,0.0003716544,0.3343855,0.4425992,0.0001563725],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09858934,0.01615392,0.002606968,0.8188125,0.005017123,0.0000317705,0.0002933813,0.0001030087,0.05839201],"genre_scores_gemma":[0.8701806,0.03364019,0.001661729,0.08319828,0.002547723,0.00008322949,0.0001776171,0.00008059574,0.008430146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01410772,"threshold_uncertainty_score":0.03922307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031330365","doi":"10.1016/j.gloenvcha.2011.04.006","title":"Co-management and the co-production of knowledge: Learning to adapt in Canada's Arctic","year":2011,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":846,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; Wilfrid Laurier University","funders":"ArcticNet; Gwich'in Renewable Resources Board; Fisheries Joint Management Committee","keywords":"Deliberation; Knowledge management; Social learning; Adaptation (eye); Production (economics); Arctic; Business; Institution; Environmental resource management; Political science; Sociology; Psychology; Computer science; Economics; Ecology; Social science","authors":[{"name":"Derek Armitage","is_ca":true},{"name":"Fikret Berkes","is_ca":true},{"name":"Aaron Dale","is_ca":true},{"name":"Erik Kocho-Schellenberg","is_ca":true},{"name":"E. L. Patton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04079501915483227,"gpt":0.2725202330174448,"spread":0.2317252138626126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00250624,0.0002287142,0.0002444418,0.0008762197,0.01014933,0.008456283,0.001328546,0.001873252,0.002787175],"category_scores_gemma":[0.004882386,0.0001430932,0.0002113922,0.001811777,0.007738356,0.00251569,0.003919905,0.001221175,0.0001756745],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04647252,"about_ca_system_score_gemma":0.08407039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9419067,"about_ca_topic_score_gemma":0.9688029,"domain_scores_codex":[0.9983745,0.0005463015,0.00003214404,0.0001596069,0.0002907357,0.000596671],"domain_scores_gemma":[0.9956488,0.001238002,0.0004115159,0.000201387,0.0008884534,0.001611923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005788886,0.001173314,0.2550575,0.0002752638,0.0001408305,0.00170413,0.338301,0.01329682,0.002679243,0.1527737,0.01466502,0.2193543],"study_design_scores_gemma":[0.00006310558,0.000161671,0.2138744,0.0003227156,0.00009022293,0.0001966352,0.5817564,0.005992434,0.001741435,0.04677286,0.1489025,0.0001257483],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242772,0.0006287293,0.0005124118,0.01061592,0.00003372761,0.00002754621,0.0000475251,0.0000128789,0.06384402],"genre_scores_gemma":[0.9959785,0.0002394625,0.0002429478,0.0001587803,0.000004066287,0.000005939954,0.00001334997,0.000002975084,0.003353959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9898507,"threshold_uncertainty_score":0.3371833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021213084","doi":"10.1016/j.gloenvcha.2011.10.011","title":"Water security: Debating an emerging paradigm","year":2011,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Water resources management and optimization","field":"Engineering","cited_by":803,"is_retracted":false,"has_abstract":false,"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; Gordon Foundation","keywords":"Water security; Corporate governance; Water resources; Security management; Computer science; Management science; Environmental resource management; Computer security; Environmental science; Engineering; Management; Economics; Ecology","authors":[{"name":"Christina Cook","is_ca":true},{"name":"Karen Bakker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02940051717789452,"gpt":0.193323741064592,"spread":0.1639232238866975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008763682,0.000825118,0.001052707,0.001653682,0.003986162,0.009486797,0.001855677,0.01366626,0.009600153],"category_scores_gemma":[0.01101733,0.0003400331,0.0006601174,0.001667578,0.02871547,0.02873822,0.005838571,0.0134639,0.001370058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006020647,"about_ca_system_score_gemma":0.00953084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005710077,"about_ca_topic_score_gemma":0.009099072,"domain_scores_codex":[0.9972278,0.0009208391,0.00009815592,0.0003939848,0.0009823987,0.00037666],"domain_scores_gemma":[0.9920413,0.00413638,0.0005659682,0.0006601096,0.001656441,0.0009396999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001795726,0.00002680553,0.0001539219,0.0001237285,0.00001094912,0.00004610023,0.0003226482,0.0008255595,0.0001265875,0.9478824,0.03427461,0.01618876],"study_design_scores_gemma":[0.00000941683,0.00001031457,0.0001075376,0.0001400574,0.000004358974,0.00003151235,0.0007147535,0.0008958419,0.00006280069,0.9275264,0.07048362,0.00001343271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008461275,0.03501486,0.02270695,0.8516789,0.006969008,0.00001649006,0.0001370325,0.00007762481,0.0749378],"genre_scores_gemma":[0.6832921,0.07464712,0.02560369,0.1655086,0.02406041,0.0002013442,0.000147743,0.0003168901,0.02622214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01366626,"threshold_uncertainty_score":0.04634738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089700344","doi":"10.1016/j.gloenvcha.2013.07.029","title":"Social influence approaches to encourage resource conservation: A meta-analysis","year":2013,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":786,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Otago","keywords":"Meta-analysis; Resource (disambiguation); Psychological intervention; Intervention (counseling); Social learning; Social psychology; Psychology; Social influence; Social group; Sociology; Computer science; Medicine","authors":[{"name":"Wokje Abrahamse","is_ca":false},{"name":"Linda Steg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1423132798817476,"gpt":0.271485391792166,"spread":0.1291721119104185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04584798,0.003443442,0.01032781,0.005017016,0.001428725,0.003175943,0.003089365,0.003063954,0.006332191],"category_scores_gemma":[0.1011426,0.001840011,0.03686832,0.005384797,0.001786946,0.002441311,0.002888025,0.003203834,0.0003910442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003202459,"about_ca_system_score_gemma":0.002686524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01415044,"about_ca_topic_score_gemma":0.02295823,"domain_scores_codex":[0.9365933,0.04956124,0.005194517,0.004568249,0.003131562,0.000951145],"domain_scores_gemma":[0.8790286,0.1043201,0.007071721,0.005232341,0.003107368,0.001239789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005467962,0.0001577455,0.009406413,0.02799085,0.9474067,0.00006318254,0.0002681812,0.0003934722,0.0001072474,0.0002662861,0.0003190231,0.008153074],"study_design_scores_gemma":[0.002767243,0.000812448,0.005957892,0.003307703,0.9851162,0.00004745925,0.0001844769,0.0004947038,0.00011824,0.0004994752,0.0006640151,0.00003017724],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1753695,0.7959055,0.01893441,0.001682187,0.00188934,0.002567354,0.001156072,0.0002496478,0.002246042],"genre_scores_gemma":[0.9446779,0.04239811,0.008898609,0.000981397,0.0002832778,0.001781006,0.0003193309,0.00009491315,0.0005653995],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04584798,"threshold_uncertainty_score":0.2424702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155304622","doi":"10.1016/j.gloenvcha.2014.04.022","title":"Water on an urban planet: Urbanization and the reach of urban water infrastructure","year":2014,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Water resources management and optimization","field":"Engineering","cited_by":772,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Gordon and Betty Moore Foundation","keywords":"Urbanization; Planet; Environmental planning; Urban infrastructure; Environmental science; Water resource management; Urban planning; Geography; Business; Civil engineering; Economic growth; Engineering; Economics","authors":[{"name":"Robert I. McDonald","is_ca":false},{"name":"Katherine Weber","is_ca":false},{"name":"J. Padowski","is_ca":false},{"name":"Martina Flörke","is_ca":false},{"name":"C. Schneider","is_ca":false},{"name":"Pamela Green","is_ca":false},{"name":"T. P. Gleeson","is_ca":true},{"name":"Stephanie Eckman","is_ca":false},{"name":"Bernhard Lehner","is_ca":true},{"name":"Deborah Balk","is_ca":false},{"name":"Timothy Boucher","is_ca":false},{"name":"Günther Grill","is_ca":true},{"name":"Mark R. Montgomery","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003939910113713002,"gpt":0.1474769011357379,"spread":0.1435369910220249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002478326,0.0001713513,0.000124753,0.0007294901,0.000632724,0.002282465,0.0002294247,0.0003715882,0.005033491],"category_scores_gemma":[0.001540262,0.0001126556,0.0001182694,0.002793241,0.001769719,0.002982921,0.001825974,0.0005004172,0.000269419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245277,"about_ca_system_score_gemma":0.001057555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01325904,"about_ca_topic_score_gemma":0.04235213,"domain_scores_codex":[0.9997771,0.00008506459,0.00000590119,0.00002634645,0.00004831425,0.00005721417],"domain_scores_gemma":[0.9994503,0.0001524351,0.0001391812,0.00002929776,0.00009458218,0.0001342744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000993304,0.00008808078,0.4199822,0.0004050653,0.0001037544,0.0007180171,0.01164301,0.01745331,0.001052084,0.3646688,0.0269285,0.1568579],"study_design_scores_gemma":[0.00001098378,0.00007814873,0.4507736,0.0005130055,0.00006829495,0.0004736078,0.05476927,0.009257665,0.0006127603,0.2294595,0.2539105,0.00007273163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7358298,0.0122852,0.006448364,0.0382781,0.0000835824,0.00003737145,0.001107767,0.00007527514,0.2058546],"genre_scores_gemma":[0.9944711,0.002744649,0.000400498,0.0002472083,0.00003417633,0.000008870396,0.0001017539,0.00001161162,0.001980094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01325904,"threshold_uncertainty_score":0.02636373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985038224","doi":"10.1016/j.gloenvcha.2003.10.002","title":"The problem of the future: sustainability science and scenario analysis","year":2004,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":737,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Surprise; Sustainability science; Citizen journalism; Management science; Human systems engineering; Computer science; Social sustainability; Sociology; Engineering; Ecology; Artificial intelligence","authors":[{"name":"Rob Swart","is_ca":false},{"name":"Paul Raskin","is_ca":false},{"name":"John Robinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005808975447061059,"gpt":0.2112738979843957,"spread":0.2054649225373347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007408327,0.0007099751,0.001095146,0.002606344,0.002178293,0.00545111,0.0017284,0.004789704,0.006126508],"category_scores_gemma":[0.01752088,0.0003762589,0.0007008494,0.003467519,0.0100449,0.02013184,0.002295498,0.005169276,0.0003529009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004852473,"about_ca_system_score_gemma":0.00280387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005613038,"about_ca_topic_score_gemma":0.005226743,"domain_scores_codex":[0.9967019,0.002377905,0.00006649907,0.0002782927,0.0003792765,0.00019613],"domain_scores_gemma":[0.9932758,0.005194888,0.0003123116,0.0003974524,0.0005080876,0.0003114583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001397683,0.00002212235,0.00025925,0.00007030501,0.00002256588,0.00005503992,0.0002793796,0.006697224,0.00002763872,0.9765933,0.007480772,0.008478471],"study_design_scores_gemma":[0.000002096794,0.000002430983,0.00006070483,0.00003228847,0.000003029883,0.00001871983,0.0002761306,0.002976394,0.000009846111,0.9894331,0.007180986,0.000004119374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05315234,0.09047411,0.159305,0.5399601,0.003213611,0.00008000178,0.0009229107,0.000181506,0.1527105],"genre_scores_gemma":[0.9264909,0.03488702,0.02122335,0.007635254,0.002398666,0.0001761611,0.0002732963,0.00008853427,0.006826825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007408327,"threshold_uncertainty_score":0.03917938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889667864","doi":"10.1016/j.gloenvcha.2018.08.006","title":"Middle-range theories of land system change","year":2018,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":560,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"European Research Council; European Commission; National Science Foundation","keywords":"Land use; Land use, land-use change and forestry; Land cover; Land management; Deforestation (computer science); Causal chain; Agricultural land; Sustainability; Sustainable land management; Agriculture; Environmental resource management; Natural resource economics; Geography; Economics; Ecology; Computer science","authors":[{"name":"Patrick Meyfroidt","is_ca":false},{"name":"Rinku Roy Chowdhury","is_ca":false},{"name":"Ariane de Bremond","is_ca":false},{"name":"Erle C. Ellis","is_ca":false},{"name":"Karl‐Heinz Erb","is_ca":false},{"name":"Tatiana Filatova","is_ca":false},{"name":"Rachael Garrett","is_ca":false},{"name":"J. Morgan Grove","is_ca":false},{"name":"Andreas Heinimann","is_ca":false},{"name":"Tobias Kuemmerle","is_ca":false},{"name":"Christian A. Kull","is_ca":false},{"name":"Éric F. Lambin","is_ca":false},{"name":"Yann le Polain de Waroux","is_ca":true},{"name":"Peter Messerli","is_ca":false},{"name":"Daniel Müller","is_ca":false},{"name":"Jonas Østergaard Nielsen","is_ca":false},{"name":"Garry Peterson","is_ca":false},{"name":"Virginia Rodriguez García","is_ca":false},{"name":"Maja Schlüter‬","is_ca":false},{"name":"B. L. Turner","is_ca":false},{"name":"Peter H. Verburg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02445667677715609,"gpt":0.2073888940351286,"spread":0.1829322172579725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00148631,0.0002839849,0.0004142944,0.00154248,0.0009087524,0.002872374,0.001455046,0.001069444,0.0145005],"category_scores_gemma":[0.003463259,0.0001659698,0.0006097031,0.0016056,0.004750709,0.005452498,0.001655389,0.002062906,0.001007063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954162,"about_ca_system_score_gemma":0.0006179591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003511432,"about_ca_topic_score_gemma":0.00461544,"domain_scores_codex":[0.9993775,0.0002116992,0.00002310938,0.0001239947,0.0001721425,0.00009153903],"domain_scores_gemma":[0.9987509,0.0006391062,0.0001019225,0.0002184385,0.0001762618,0.0001133928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004988876,0.00001039188,0.000705139,0.00001763062,0.00001044381,0.00001949132,0.0002140247,0.001294244,0.00003072674,0.9922292,0.0007902727,0.004673422],"study_design_scores_gemma":[0.000004763392,0.000004121629,0.0009063513,0.00001717057,0.000005672799,0.00003820223,0.0001560904,0.001797625,0.0000312506,0.9888092,0.008226586,0.000002954418],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07358631,0.009662273,0.1793324,0.02711029,0.0003482508,0.00005933549,0.0003894058,0.0001446362,0.7093671],"genre_scores_gemma":[0.9710307,0.002305945,0.006590702,0.0009674326,0.0003557594,0.0000541407,0.0001130037,0.00002894176,0.01855352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0145005,"threshold_uncertainty_score":0.048509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033432264","doi":"10.1016/j.gloenvcha.2020.102104","title":"Environmental conflicts and defenders: A global overview","year":2020,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Mining and Resource Management","field":"Engineering","cited_by":502,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"European Research Council; Consejo Nacional de Ciencia y Tecnología; Generalitat de Catalunya; International Social Science Council","keywords":"Grassroots; Environmentalism; Indigenous; Environmental justice; Criminalization; Sustainability; Political science; Environmental degradation; Law; Politics; Ecology","authors":[{"name":"Arnim Scheidel","is_ca":false},{"name":"Daniela Del Bene","is_ca":false},{"name":"Juan Liu","is_ca":false},{"name":"Grettel Navas","is_ca":false},{"name":"Sara Mingorría","is_ca":false},{"name":"Federico Demaria","is_ca":false},{"name":"Sofía Ávila","is_ca":false},{"name":"Brototi Roy","is_ca":false},{"name":"Irmak Ertör","is_ca":false},{"name":"Leah Temper","is_ca":true},{"name":"Joan Martínez Alier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04246876557630223,"gpt":0.205590566584048,"spread":0.1631218010077457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001020364,0.0007426976,0.0004844499,0.009127276,0.001421659,0.00361677,0.0006323363,0.001559202,0.00693125],"category_scores_gemma":[0.002216147,0.0002692691,0.0005726598,0.01192804,0.002925003,0.006378364,0.003262684,0.001557418,0.0004226487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370369,"about_ca_system_score_gemma":0.001845081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003620681,"about_ca_topic_score_gemma":0.004780126,"domain_scores_codex":[0.9988585,0.0004225661,0.0001371418,0.0001606196,0.0001723047,0.0002488474],"domain_scores_gemma":[0.996752,0.001673547,0.0009689587,0.0001150436,0.0002187754,0.0002716376],"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":[0.0001333343,0.0002333571,0.1732312,0.008383834,0.0002497619,0.002384535,0.02336309,0.00140431,0.0006025923,0.1072359,0.02764147,0.6551368],"study_design_scores_gemma":[0.0000126653,0.0001753496,0.2987031,0.007933666,0.0002293786,0.008211693,0.0427417,0.0007696285,0.0006310075,0.03593376,0.6045625,0.00009550758],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.145789,0.7439963,0.003126524,0.01959977,0.0008618673,0.00009033745,0.0009528701,0.00006558096,0.08551767],"genre_scores_gemma":[0.4667567,0.523715,0.001861188,0.001798979,0.0010995,0.00007747441,0.000691726,0.00003950388,0.003960045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009127276,"threshold_uncertainty_score":0.02318734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079507942","doi":"10.1016/s0959-3780(02)00002-x","title":"Global warming and changes in the probability of occurrence of floods in Bangladesh and implications","year":2002,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":471,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Impact","funders":"Global Change Institute, University of the Witwatersrand, Johannesburg; New Zealand Foreign Affairs and Trade","keywords":"Flooding (psychology); Flood myth; Flash flood; Environmental science; Climate change; Global warming; Hydrology (agriculture); Floodplain; Water resource management; Geography; Climatology; Geology","authors":[{"name":"M. Monirul Qader Mirza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03111438373213034,"gpt":0.2493162064756126,"spread":0.2182018227434823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000511074,0.000156256,0.0001462902,0.0006919443,0.0003990419,0.0006116716,0.0002477924,0.0005447268,0.003300474],"category_scores_gemma":[0.002615573,0.0001840471,0.000257778,0.001369485,0.0005992425,0.0006508153,0.0004909131,0.0006266411,0.0002382614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213575,"about_ca_system_score_gemma":0.0006181281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07723647,"about_ca_topic_score_gemma":0.09388962,"domain_scores_codex":[0.9997465,0.00009713577,0.0000255859,0.00003781802,0.00002619058,0.00006664003],"domain_scores_gemma":[0.9986196,0.0005272977,0.000423387,0.0000469513,0.0001851446,0.0001976484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002491423,0.00003348382,0.9890275,0.00004609503,0.00009570234,0.0003771829,0.0005759911,0.001909734,0.0004829979,0.0007404301,0.0007013124,0.005760545],"study_design_scores_gemma":[0.000005476727,0.00003231298,0.9970868,0.000008296168,0.00002283646,0.000137417,0.0009732171,0.0006313105,0.00006416633,0.0005728717,0.0004564479,0.000008884004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946547,0.0005648008,0.0001357253,0.001401192,0.00001073876,0.000005617143,0.00101251,0.000004886023,0.002209841],"genre_scores_gemma":[0.9993951,0.0002123317,0.0000232237,0.0000276642,0.000006784268,0.00000213427,0.0001138366,0.000001008343,0.0002178478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07723647,"threshold_uncertainty_score":0.1535738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150633385","doi":"10.1016/j.gloenvcha.2012.03.003","title":"Can marine fisheries and aquaculture meet fish demand from a growing human population in a changing climate?","year":2012,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":429,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Aquaculture; Per capita; Fishery; Sustainability; Population; Productivity; Climate change; Fisheries management; Population dynamics of fisheries; Natural resource economics; Consumption (sociology); Population growth; Fish meal; Business; Environmental science; Fishing; Fish <Actinopterygii>; Ecology; Economics; Biology","authors":[{"name":"Gorka Merino","is_ca":false},{"name":"Manuel Barangé","is_ca":false},{"name":"Julia L. Blanchard","is_ca":false},{"name":"James Harle","is_ca":false},{"name":"Robert R. Holmes","is_ca":false},{"name":"Icarus Allen","is_ca":false},{"name":"Edward H. Allison","is_ca":false},{"name":"M.C. Badjeck","is_ca":false},{"name":"Nicholas K. Dulvy","is_ca":true},{"name":"Jason Holt","is_ca":false},{"name":"Simon Jennings","is_ca":false},{"name":"Christian Mullon","is_ca":false},{"name":"Lynda D. Rodwell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01845584280486537,"gpt":0.2350252582130417,"spread":0.2165694154081763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002281901,0.0005085049,0.0005510033,0.0006893865,0.00103051,0.004655623,0.0009702907,0.003747117,0.01366562],"category_scores_gemma":[0.01036196,0.0002436,0.0005481988,0.001552338,0.002381353,0.007776153,0.001704329,0.001384948,0.002371304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535419,"about_ca_system_score_gemma":0.003894347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01844057,"about_ca_topic_score_gemma":0.03547458,"domain_scores_codex":[0.9992521,0.0002402106,0.00002847841,0.00008851851,0.0001670176,0.0002236318],"domain_scores_gemma":[0.9962144,0.00115927,0.0006627025,0.0001596242,0.001104972,0.0006990948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009176904,0.0006593541,0.3130503,0.002285333,0.0007824295,0.002070809,0.00397169,0.01090308,0.003836656,0.1423625,0.1433413,0.3758188],"study_design_scores_gemma":[0.00009899563,0.0003568858,0.3498761,0.0008816461,0.0005110071,0.001002173,0.05187279,0.01356438,0.001915054,0.2603337,0.3193579,0.000229438],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.235129,0.03471802,0.007316394,0.5812404,0.007018732,0.00003700512,0.001261447,0.0001628542,0.1331163],"genre_scores_gemma":[0.9507313,0.01929432,0.001552975,0.01794508,0.00301546,0.00003027083,0.0002556142,0.00003455036,0.007140551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01844057,"threshold_uncertainty_score":0.04571605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979746235","doi":"10.1016/j.gloenvcha.2012.10.008","title":"Climate change prediction: Erring on the side of least drama?","year":2012,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":427,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Princeton University; National Science Foundation","keywords":"Climate change; Skepticism; Objectivity (philosophy); Moderation; Downscaling; Ozone depletion; Rationality; Greenhouse gas; Climate model; Global warming; Drama; Climatology; Environmental science; Psychology; Political science; Epistemology; Social psychology; Geology; Law; Philosophy","authors":[{"name":"Keynyn Brysse","is_ca":true},{"name":"Наоми Орескес","is_ca":false},{"name":"Jessica O’Reilly","is_ca":false},{"name":"Michael Oppenheimer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4433702200194951,"gpt":0.3884300438020737,"spread":0.05494017621742137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01730667,0.0007184819,0.001111427,0.001377007,0.006606778,0.01214842,0.002205075,0.009097137,0.0158033],"category_scores_gemma":[0.06713487,0.0003997099,0.0005381153,0.001449673,0.02086434,0.02351207,0.007068767,0.01902351,0.003391864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003352902,"about_ca_system_score_gemma":0.006258184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068394,"about_ca_topic_score_gemma":0.007511992,"domain_scores_codex":[0.9908166,0.005691943,0.0002506607,0.0009159409,0.001644078,0.0006808629],"domain_scores_gemma":[0.9632382,0.02356068,0.002569488,0.002051246,0.005596603,0.002983941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004323152,0.0002268258,0.01005357,0.0007735171,0.00026259,0.0002552533,0.01671414,0.00122223,0.0008867529,0.3196115,0.3805421,0.2690192],"study_design_scores_gemma":[0.00006842892,0.00007603014,0.006376115,0.001577286,0.0001012786,0.0002220762,0.030449,0.001840853,0.0005256125,0.6714073,0.2871801,0.0001757525],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004261285,0.01102467,0.003192923,0.9577626,0.004591883,0.000006360695,0.00008071169,0.00007577948,0.01900369],"genre_scores_gemma":[0.6941765,0.02360157,0.007009075,0.2467959,0.0182415,0.00007201714,0.0001922278,0.0003638126,0.009547393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01730667,"threshold_uncertainty_score":0.09152752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992867482","doi":"10.1016/j.gloenvcha.2013.05.004","title":"Nitrate in groundwater of China: Sources and driving forces","year":2013,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":410,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Groundwater; Nitrate; Environmental science; Contamination; Hydrology (agriculture); Environmental chemistry; Population; Environmental engineering; Chemistry; Ecology; Geology; Biology","authors":[{"name":"Baojing Gu","is_ca":false},{"name":"Ying Ge","is_ca":false},{"name":"Scott X. Chang","is_ca":true},{"name":"Weidong Luo","is_ca":false},{"name":"Jie Chang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007686887962374497,"gpt":0.1691580857232126,"spread":0.1614711977608381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006008593,0.0002677709,0.000355392,0.0009919405,0.0005305068,0.0006842953,0.0003361019,0.0003506772,0.0003985469],"category_scores_gemma":[0.0004867296,0.0002143469,0.0003140641,0.001668582,0.0004979704,0.0007745728,0.0004974237,0.0001928758,0.00005029616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002503503,"about_ca_system_score_gemma":0.002095793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.166001,"about_ca_topic_score_gemma":0.2367683,"domain_scores_codex":[0.9998054,0.00002746663,0.00001698177,0.00005605067,0.00004927964,0.00004495058],"domain_scores_gemma":[0.9997358,0.00005946227,0.00006329835,0.0000101818,0.00009246897,0.00003885309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001255136,0.00003437838,0.975064,0.0001345886,0.00009808359,0.0002501659,0.0006294113,0.0008416585,0.008482172,0.001242849,0.0003932928,0.0127038],"study_design_scores_gemma":[0.000007202415,0.00003182082,0.9950882,0.00001284571,0.00006000979,0.00004833128,0.000637329,0.001754219,0.0006996026,0.0006462172,0.001001985,0.00001221891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971933,0.001226232,0.0001400175,0.0004757787,0.000008978136,0.000004434512,0.0003363011,0.000004820177,0.0006100171],"genre_scores_gemma":[0.998786,0.0006985818,0.00009164281,0.00004229666,0.0000109833,0.000001947508,0.0001448156,0.000001799193,0.0002219103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.166001,"threshold_uncertainty_score":0.3300695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032836079","doi":"10.1016/j.gloenvcha.2011.11.004","title":"Securing Indigenous politics: A critique of the vulnerability and adaptation approach to the human dimensions of climate change in the Canadian Arctic","year":2011,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":385,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Carleton University","funders":"","keywords":"Framing (construction); Indigenous; Climate change; Vulnerability (computing); Politics; Arctic; Colonialism; Environmental ethics; Political science; Geography; Sociology; Political economy; Environmental resource management; Ecology; Law","authors":[{"name":"Emilie Cameron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09589390249916563,"gpt":0.3301778936310608,"spread":0.2342839911318952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01349237,0.0005218862,0.0008413991,0.00219104,0.04549297,0.01366279,0.003892156,0.01021218,0.003042642],"category_scores_gemma":[0.01837375,0.000498876,0.0007626826,0.003242452,0.08332929,0.004456582,0.005069193,0.01615512,0.0001923294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1146089,"about_ca_system_score_gemma":0.2762033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988924,"about_ca_topic_score_gemma":0.9933392,"domain_scores_codex":[0.9902913,0.002973636,0.0002476789,0.0008240386,0.002359121,0.003304232],"domain_scores_gemma":[0.9860217,0.007339477,0.0005496129,0.00045985,0.003447077,0.00218232],"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":[0.00002050768,0.00001068345,0.001069171,0.00008042378,0.00001552954,0.0001796961,0.08209334,0.0008708079,0.0001148961,0.886831,0.02067134,0.008042581],"study_design_scores_gemma":[0.00004494938,0.00001862428,0.009571422,0.001015007,0.00006803751,0.0002012673,0.1577771,0.001324801,0.0003652399,0.3271559,0.5022699,0.0001876244],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05009445,0.0124336,0.004398936,0.6629052,0.001616073,0.00004902362,0.0001116902,0.00004167788,0.2683494],"genre_scores_gemma":[0.912311,0.005731385,0.002026104,0.05657956,0.0009188039,0.00006247127,0.00002201468,0.00008193216,0.02226684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1146089,"threshold_uncertainty_score":0.8315499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2758780521","doi":"10.1016/j.gloenvcha.2017.08.004","title":"Unpacking ecosystem service bundles: Towards predictive mapping of synergies and trade-offs between ecosystem services","year":2017,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":338,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"H2020 European Research Council; Economic and Social Research Council; Natural Sciences and Engineering Research Council of Canada; Department for International Development; Stiftelsen för Miljöstrategisk Forskning; Svenska Forskningsrådet Formas; Vetenskapsrådet; National Science Foundation; Department for International Development, UK Government; Natural Environment Research Council; University of Southampton","keywords":"Ecosystem services; Sustainability; Bundle; Unpacking; Scale (ratio); Service (business); Ecosystem; Ecology; Environmental resource management; Computer science; Geography; Business; Environmental science; Cartography; Biology","authors":[{"name":"Rebecca Spake","is_ca":false},{"name":"Rémy Lasseur","is_ca":false},{"name":"Émilie Crouzat","is_ca":false},{"name":"James M. Bullock","is_ca":false},{"name":"Sandra Lavorel","is_ca":false},{"name":"Katherine E. Parks","is_ca":false},{"name":"Marije Schaafsma","is_ca":false},{"name":"Elena M. Bennett","is_ca":true},{"name":"Joachim Maes","is_ca":false},{"name":"Mark Mulligan","is_ca":false},{"name":"Maud Mouchet","is_ca":false},{"name":"Garry Peterson","is_ca":false},{"name":"Catharina J.E. Schulp","is_ca":false},{"name":"Wilfried Thuiller","is_ca":false},{"name":"Monica G. Turner","is_ca":false},{"name":"Peter H. Verburg","is_ca":false},{"name":"Felix Eigenbrod","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02418983222148517,"gpt":0.2258746424791309,"spread":0.2016848102576457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001524509,0.0007963675,0.0008620022,0.004086542,0.0003522377,0.00219809,0.0006369745,0.0008712693,0.001355286],"category_scores_gemma":[0.006399693,0.0004509885,0.0007573355,0.005049557,0.0006915718,0.003688182,0.001151181,0.0009252972,0.0004185205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006572279,"about_ca_system_score_gemma":0.0008561751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086092,"about_ca_topic_score_gemma":0.01126138,"domain_scores_codex":[0.9994925,0.0001498365,0.00003770697,0.0001714539,0.00009762674,0.00005097605],"domain_scores_gemma":[0.9974352,0.001202375,0.0006219456,0.0003764921,0.0002241098,0.0001399029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003115383,0.0004156413,0.4649238,0.0004801843,0.001114238,0.0001602254,0.0008172464,0.315129,0.02219117,0.01371168,0.002117242,0.178628],"study_design_scores_gemma":[0.0000128235,0.00006818936,0.1221477,0.00004967486,0.0001083973,0.0001451681,0.000378326,0.820498,0.002026785,0.05259579,0.001916079,0.00005312335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.767153,0.0008382243,0.2240682,0.000348599,0.00002654683,0.00008222926,0.004081585,0.0006666411,0.002735026],"genre_scores_gemma":[0.9630309,0.0002232772,0.03531011,0.00002637466,0.00001334645,0.00004038756,0.001069848,0.00005614245,0.0002297097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086092,"threshold_uncertainty_score":0.02159542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086186424","doi":"10.1016/j.gloenvcha.2009.04.002","title":"Making local futures tangible—Synthesizing, downscaling, and visualizing climate change scenarios for participatory capacity building","year":2009,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":314,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada; University of British Columbia","funders":"BC Hydro","keywords":"Downscaling; Climate change; Futures contract; Citizen journalism; Environmental planning; Participatory action research; Environmental resource management; Scenario planning; Climate model; Environmental science; Computer science; Business; Economics; Economic growth","authors":[{"name":"Alison Shaw","is_ca":true},{"name":"Stephen R.J. Sheppard","is_ca":true},{"name":"Sarah Burch","is_ca":true},{"name":"David Flanders","is_ca":true},{"name":"Arnim Wiek","is_ca":false},{"name":"Jeff Carmichael","is_ca":false},{"name":"John Robinson","is_ca":true},{"name":"Stewart Cohen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09407896673630212,"gpt":0.3177149363912483,"spread":0.2236359696549461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00643252,0.0009178997,0.0004136261,0.002171946,0.002901244,0.005601331,0.001638729,0.001550977,0.01016963],"category_scores_gemma":[0.01225087,0.0004811814,0.0007796004,0.002507146,0.003958645,0.008671656,0.00623574,0.002022853,0.0005083958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003212235,"about_ca_system_score_gemma":0.003008278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006841493,"about_ca_topic_score_gemma":0.01467976,"domain_scores_codex":[0.9970848,0.002214872,0.00008026391,0.000166249,0.0002991552,0.0001546494],"domain_scores_gemma":[0.995837,0.002818689,0.0002605279,0.0006464827,0.0002340584,0.0002031906],"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":[0.0002536447,0.0002289677,0.008622843,0.001060806,0.0001566591,0.001094227,0.1054564,0.1425099,0.01407844,0.4372418,0.01876908,0.2705272],"study_design_scores_gemma":[0.00006624723,0.0001157466,0.005053565,0.0006238662,0.0001160216,0.0002953744,0.1001295,0.1185824,0.01044806,0.6210374,0.1433121,0.0002196674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3338681,0.001243673,0.5212838,0.01921323,0.000352788,0.0004890835,0.001855178,0.002128918,0.1195652],"genre_scores_gemma":[0.8509057,0.0004875722,0.1457138,0.0001102168,0.00001826536,0.0002719846,0.0003702625,0.0002521734,0.001870004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01016963,"threshold_uncertainty_score":0.03402078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976094502","doi":"10.1016/j.gloenvcha.2013.08.009","title":"Urban flooding in Lagos, Nigeria: Patterns of vulnerability and resilience among women","year":2013,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":304,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Vulnerability (computing); Socioeconomics; Livelihood; Geography; Psychological resilience; Focus group; Thematic analysis; Flood myth; Flash flood; Neighbourhood (mathematics); Sociology; Psychology; Qualitative research; Social psychology; Agriculture; Social science","authors":[{"name":"Idowu Ajibade","is_ca":true},{"name":"Gordon McBean","is_ca":true},{"name":"Rachel Bezner Kerr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007514820216128893,"gpt":0.2079125798465999,"spread":0.200397759630471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002527999,0.0002022987,0.0001733364,0.0007751613,0.001505888,0.0007915183,0.0002334633,0.0003803139,0.002099898],"category_scores_gemma":[0.0009772694,0.0002835617,0.0001435837,0.001305057,0.0007400291,0.0008142072,0.0008775448,0.0004326508,0.0002010187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007760267,"about_ca_system_score_gemma":0.000995506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02524021,"about_ca_topic_score_gemma":0.07566368,"domain_scores_codex":[0.9998218,0.00003867861,0.00001480837,0.00002237927,0.00001083566,0.00009145508],"domain_scores_gemma":[0.999637,0.00009633438,0.0001238956,0.00001107702,0.000028509,0.0001032082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006551451,0.00007448473,0.981548,0.00001783921,0.000008177688,0.0003946941,0.0142125,0.00003737342,0.0002083529,0.0003111951,0.0001289743,0.002993036],"study_design_scores_gemma":[0.000004175408,0.0001076859,0.8658083,0.00004978617,0.00001432404,0.000482324,0.1321496,0.0001463628,0.00009119396,0.000321618,0.0008124123,0.00001218924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994355,0.00004392261,0.00001124209,0.00007329675,0.000001585842,0.000002795713,0.00003058118,3.48993e-7,0.0004007418],"genre_scores_gemma":[0.9996564,0.00008086065,0.00001085221,0.00001030332,0.000001088167,0.00000373641,0.00001768481,3.681021e-7,0.0002188307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02524021,"threshold_uncertainty_score":0.05018657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810932621","doi":"10.1016/j.gloenvcha.2018.06.008","title":"The demographics of decarbonizing transport: The influence of gender, education, occupation, age, and household size on electric mobility preferences in the Nordic region","year":2018,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":304,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Danmarks Frie Forskningsfond; Simon Fraser University; University of Sussex; University of Manchester; European Commission; Research Councils UK","keywords":"Demographics; Demographic economics; Social mobility; Perception; Discrete choice; Business; Geography; Economics; Psychology; Political science; Demography; Sociology; Econometrics","authors":[{"name":"Benjamin K. Sovacool","is_ca":false},{"name":"Johannes Kester","is_ca":false},{"name":"Lance Noel","is_ca":false},{"name":"Gerardo Zarazua de Rubens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01702596611496383,"gpt":0.2139206959511945,"spread":0.1968947298362306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006390053,0.00009563672,0.0001232942,0.000424619,0.0004063082,0.0007982366,0.0002016565,0.0001881503,0.001218229],"category_scores_gemma":[0.001066517,0.00008564041,0.0001825021,0.0004287262,0.0003821811,0.0005022893,0.0004128733,0.0002397703,0.000157991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005578998,"about_ca_system_score_gemma":0.0004485832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05482575,"about_ca_topic_score_gemma":0.1075141,"domain_scores_codex":[0.9997202,0.00009049598,0.00002545245,0.00005386043,0.00004572759,0.00006418479],"domain_scores_gemma":[0.9993148,0.000191449,0.0002648257,0.00002880915,0.00009731985,0.000102761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008012863,0.00003195194,0.974741,0.00003109024,0.00002745165,0.000280725,0.01503739,0.0002505695,0.0006868674,0.000350515,0.000395565,0.008086644],"study_design_scores_gemma":[8.85445e-7,0.00003711699,0.964038,0.00003371097,0.000006438172,0.0001325643,0.03404928,0.0001440365,0.0000948093,0.00007295624,0.001382396,0.000007868844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986131,0.0001086686,0.00004337564,0.00004926822,0.000003111321,0.000002318525,0.0001278275,5.045789e-7,0.001051891],"genre_scores_gemma":[0.9993619,0.0001137563,0.00003881764,0.00001694581,0.00000174743,0.000002365472,0.00009321119,0.000001002807,0.0003702256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05482575,"threshold_uncertainty_score":0.1090133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111019078","doi":"10.1016/j.gloenvcha.2009.04.001","title":"The tipping point trend in climate change communication","year":2009,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":252,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Tipping point (physics); Climate change; Mainstream; Prestige; Global warming; Political science; Ecology","authors":[{"name":"Chris Russill","is_ca":true},{"name":"Zoe Nyssa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3322113594085381,"gpt":0.4086825543448884,"spread":0.0764711949363503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002654386,0.0001652674,0.0002770498,0.002234666,0.00124455,0.003144979,0.0005797874,0.002164588,0.01529768],"category_scores_gemma":[0.02585001,0.0001605725,0.0002153909,0.003735442,0.002008658,0.005336102,0.001541846,0.003835131,0.001644629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159558,"about_ca_system_score_gemma":0.001021354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004579895,"about_ca_topic_score_gemma":0.003968951,"domain_scores_codex":[0.9986845,0.0003296562,0.00005275037,0.0003042524,0.0005030656,0.0001257834],"domain_scores_gemma":[0.9849042,0.007182817,0.001419991,0.001117094,0.004658711,0.000717289],"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":[0.0008864817,0.0001165712,0.1006841,0.0004961177,0.00009749555,0.0005507414,0.01989645,0.002216068,0.004829917,0.373877,0.07288329,0.4234657],"study_design_scores_gemma":[0.00008178336,0.0005004144,0.5291255,0.0004816765,0.00007820026,0.001446975,0.02728153,0.008981862,0.002380865,0.2332351,0.1962985,0.0001075626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.614012,0.009018025,0.01377369,0.1312019,0.00259681,0.00008191944,0.001891453,0.0002327368,0.2271914],"genre_scores_gemma":[0.9886957,0.002006538,0.001534269,0.002260535,0.0008051138,0.00002159175,0.0002673447,0.00005082297,0.004358008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01529768,"threshold_uncertainty_score":0.05117583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089262689","doi":"10.1016/j.gloenvcha.2010.05.003","title":"Vulnerability of Aboriginal health systems in Canada to climate change","year":2010,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":250,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Trent University; University of Alberta; McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; ArcticNet","keywords":"Vulnerability (computing); Climate change; Adaptive capacity; Poverty; Public health; Vulnerability assessment; Government (linguistics); Political science; Geography; Health equity; Economic growth; Environmental planning; Development economics; Environmental resource management; Psychological resilience; Medicine; Economics; Psychology","authors":[{"name":"James D. Ford","is_ca":true},{"name":"Lea Berrang‐Ford","is_ca":true},{"name":"Malcolm King","is_ca":true},{"name":"Chris Furgal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03897911632107271,"gpt":0.3124303451015115,"spread":0.2734512287804388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009664466,0.0002592074,0.0004050155,0.001209259,0.007534911,0.002942733,0.001757162,0.0008909714,0.003279272],"category_scores_gemma":[0.003825939,0.000413899,0.0005851204,0.002839098,0.002257177,0.0006952699,0.003095828,0.001560385,0.0001495535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06812236,"about_ca_system_score_gemma":0.07439013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996642,"about_ca_topic_score_gemma":0.9984161,"domain_scores_codex":[0.9977013,0.0003258141,0.00005378951,0.00009629411,0.0002207089,0.001601999],"domain_scores_gemma":[0.9965526,0.0003252332,0.0005457301,0.00009194602,0.001123463,0.001360971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000299761,0.0001071657,0.9396406,0.0001611562,0.0002335917,0.0008285836,0.0301725,0.002607913,0.0004034579,0.003482464,0.004040608,0.01802223],"study_design_scores_gemma":[0.00001866129,0.00005996787,0.9406548,0.0001310857,0.0001084092,0.0001877883,0.05177281,0.001683008,0.0001563001,0.0008878959,0.004294364,0.0000449445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903453,0.0007529301,0.0001147271,0.003015999,0.00001995332,0.00004454679,0.0006753828,0.000009337941,0.005021748],"genre_scores_gemma":[0.9984107,0.000449534,0.00007503224,0.0001889414,0.000005828863,0.00001054477,0.0001324009,0.000003385215,0.0007235911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06812236,"threshold_uncertainty_score":0.4942646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166920781","doi":"10.1016/j.gloenvcha.2009.10.008","title":"Climate change policy responses for Canada's Inuit population: The importance of and opportunities for adaptation","year":2009,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":233,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Trent University; University of Guelph; McGill University","funders":"","keywords":"Vulnerability (computing); Adaptive capacity; Conceptualization; Adaptation (eye); Flexibility (engineering); Climate change; Environmental resource management; Intervention (counseling); Environmental planning; Population; Psychological resilience; Geography; Political science; Psychology; Ecology; Environmental health; Economics; Social psychology; Computer science; Medicine","authors":[{"name":"James D. Ford","is_ca":true},{"name":"Tristan Pearce","is_ca":true},{"name":"Frank Duerden","is_ca":false},{"name":"Chris Furgal","is_ca":true},{"name":"Barry Smit","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.15529706782307,"gpt":0.3706100735203596,"spread":0.2153130056972896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002164941,0.0002004694,0.0003085654,0.0007786564,0.0108203,0.005561501,0.001540271,0.001976174,0.005800785],"category_scores_gemma":[0.005959227,0.0001843453,0.0003822223,0.001839853,0.00458709,0.001838136,0.003025083,0.003121903,0.000141079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04170507,"about_ca_system_score_gemma":0.1855544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.982797,"about_ca_topic_score_gemma":0.9953123,"domain_scores_codex":[0.9970989,0.000530798,0.00004800109,0.0001092726,0.0004730305,0.001739952],"domain_scores_gemma":[0.9963592,0.0006299363,0.0003103869,0.00006540585,0.00118472,0.001450443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004318891,0.0006252003,0.4507852,0.001166289,0.0002875663,0.001993555,0.1996812,0.0018614,0.002053488,0.06592374,0.07785677,0.1973337],"study_design_scores_gemma":[0.00004339968,0.0001127169,0.4365531,0.0007483561,0.0001449126,0.0003349201,0.4628525,0.001112103,0.0004886438,0.009069149,0.08840808,0.0001320865],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7511849,0.004816965,0.0003176692,0.2042815,0.000409616,0.00006184926,0.0005110429,0.00002080196,0.03839564],"genre_scores_gemma":[0.9885771,0.002610233,0.0003025377,0.005068682,0.0000754721,0.00002047087,0.00007269593,0.00001042533,0.003262374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04170507,"threshold_uncertainty_score":0.3025929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966401920","doi":"10.1016/j.gloenvcha.2010.06.001","title":"Towards integrated governance for water, health and social–ecological systems: The watershed governance prism","year":2010,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":214,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"International Institute for Sustainable Development; University of Guelph; York University; University of Manitoba; Health Canada; University of Alberta; University of Northern British Columbia","funders":"Canadian Institutes of Health Research; University of British Columbia","keywords":"Corporate governance; Watershed; Watershed management; Context (archaeology); Environmental resource management; Ecological health; Sustainability; Conceptual framework; Environmental planning; Prism; Business; Political science; Sociology; Ecology; Geography; Economics; Computer science; Ecosystem; Social science; Biology","authors":[{"name":"Margot W. Parkes","is_ca":true},{"name":"Karen Morrison","is_ca":true},{"name":"Martin J. Bunch","is_ca":true},{"name":"Lars Hällström","is_ca":true},{"name":"R. Cynthia Neudoerffer","is_ca":true},{"name":"Henry David Venema","is_ca":true},{"name":"David Waltner‐Toews","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02290598872305492,"gpt":0.2580062946793845,"spread":0.2351003059563296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02483103,0.0008161818,0.001097717,0.001893648,0.004168302,0.01730672,0.002512153,0.0089872,0.004984578],"category_scores_gemma":[0.0137873,0.0007475306,0.001031873,0.002023879,0.03628645,0.02458407,0.01835102,0.01375722,0.0004607904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009900195,"about_ca_system_score_gemma":0.03631195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01705521,"about_ca_topic_score_gemma":0.01822368,"domain_scores_codex":[0.9921191,0.004307331,0.0003093695,0.0007902251,0.001157777,0.001316167],"domain_scores_gemma":[0.9889647,0.004823238,0.0008724564,0.001339026,0.001371099,0.002629534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006618791,0.00003849885,0.0005669973,0.00005898572,0.00002534642,0.00003536925,0.00133601,0.001605183,0.0001760688,0.9828758,0.004132709,0.009142385],"study_design_scores_gemma":[0.00001345675,0.00001597678,0.0004718289,0.0001129178,0.000009050647,0.00001189109,0.001169767,0.0009728493,0.00007693255,0.9619039,0.03522903,0.00001245375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02410011,0.009430491,0.2585503,0.5888852,0.001748334,0.0003189752,0.0001286879,0.0003120253,0.1165259],"genre_scores_gemma":[0.8750541,0.007131657,0.07773693,0.02533693,0.001682372,0.0005303122,0.0001510485,0.0001700024,0.01220672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02483103,"threshold_uncertainty_score":0.1313207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056390702","doi":"10.1016/j.gloenvcha.2005.08.001","title":"Harmonising climate change adaptation and mitigation: The case of tourist resorts in Fiji","year":2005,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Cruise Tourism Development and Management","field":"Social Sciences","cited_by":213,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Waterloo; University of Waikato","keywords":"Tourism; Climate change; Adaptation (eye); Accommodation; Climate change adaptation; Environmental resource management; Environmental planning; Natural resource economics; Geography; Business; Environmental science; Economics; Ecology","authors":[{"name":"Susanne Becken","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04796508724901899,"gpt":0.2794224553303815,"spread":0.2314573680813625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001429317,0.000320221,0.0002754356,0.0004887629,0.006875955,0.003087862,0.00155191,0.003965201,0.004577672],"category_scores_gemma":[0.00260272,0.0002609792,0.0004543885,0.001374376,0.003278578,0.001114614,0.002738555,0.001892517,0.0001546517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005591372,"about_ca_system_score_gemma":0.003677453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2892942,"about_ca_topic_score_gemma":0.4690733,"domain_scores_codex":[0.9989542,0.0003875057,0.00001273457,0.00002976386,0.00004267149,0.0005731761],"domain_scores_gemma":[0.9987104,0.0004797769,0.0001373907,0.0000558696,0.0001554734,0.0004610434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001700348,0.001469802,0.269105,0.0009561066,0.0007912804,0.118123,0.2401831,0.09534883,0.009662584,0.1636657,0.02117323,0.07782113],"study_design_scores_gemma":[0.0001926599,0.000712539,0.2494733,0.000329176,0.0003171721,0.004177521,0.635884,0.0463786,0.001204429,0.01344723,0.0476905,0.0001927525],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814225,0.0001119818,0.0003888714,0.002799988,0.000009205899,0.0000389743,0.00003371215,0.000005541455,0.01518914],"genre_scores_gemma":[0.9982815,0.0001007833,0.000292325,0.0001284383,0.000003893399,0.00001168538,0.00001273005,0.000002015251,0.00116677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2892942,"threshold_uncertainty_score":0.5752206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071139079","doi":"10.1016/j.gloenvcha.2006.03.003","title":"Multiple exposures and dynamic vulnerability: Evidence from the grape industry in the Okanagan Valley, Canada","year":2006,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":211,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"Natural Resources Canada; Agriculture and Agri-Food Canada","keywords":"Vulnerability (computing); Business; Context (archaeology); Climate change; Government (linguistics); Natural resource economics; Environmental resource management; Environmental planning; Geography; Economics; Ecology","authors":[{"name":"Suzanne Belliveau","is_ca":true},{"name":"Barry Smit","is_ca":true},{"name":"Ben Bradshaw","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0381402064992022,"gpt":0.2396838576610854,"spread":0.2015436511618832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008020102,0.0002596351,0.000396887,0.00141448,0.004144228,0.002006461,0.00141636,0.0008428206,0.001606737],"category_scores_gemma":[0.002660377,0.0003343264,0.0004039684,0.003679367,0.002157747,0.0005977842,0.001680634,0.0009286543,0.0001072531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01255218,"about_ca_system_score_gemma":0.01753202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9877911,"about_ca_topic_score_gemma":0.996878,"domain_scores_codex":[0.9990599,0.0001393408,0.00003106967,0.0001444142,0.0002159974,0.0004092563],"domain_scores_gemma":[0.9971215,0.0004431386,0.0005714009,0.0001207674,0.0009650621,0.0007780934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001068019,0.00006345208,0.9908699,0.00002698398,0.0001023906,0.0002346685,0.003888435,0.00008377176,0.0001764775,0.0002377377,0.0004927749,0.003716587],"study_design_scores_gemma":[0.000005383885,0.00001451366,0.9877605,0.000040087,0.00004853983,0.0000524066,0.01123178,0.00007375307,0.00003826803,0.0001022776,0.0006238802,0.000008564883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971038,0.0006777553,0.00004500817,0.0003553284,0.000004720508,0.00001234364,0.0003205184,9.495564e-7,0.001479579],"genre_scores_gemma":[0.9982758,0.0008310289,0.00005748474,0.00007530098,0.0000031321,0.000005613723,0.0001836096,0.000001678695,0.0005664947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01255218,"threshold_uncertainty_score":0.0910728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046277739","doi":"10.1016/j.gloenvcha.2013.12.009","title":"Why are policy innovations rare and so often negative? Blame avoidance and problem denial in climate change policy-making","year":2014,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":207,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Blame; CLARITY; Denial; Action (physics); Construct (python library); Climate change; Risk analysis (engineering); Order (exchange); Adaptation (eye); Vulnerability (computing); Political science; Democracy; Public economics; Business; Law and economics; Economics; Computer science; Psychology; Social psychology; Computer security; Law","authors":[{"name":"Michael Howlett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0150726394805117,"gpt":0.2491995267989044,"spread":0.2341268873183927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08265893,0.0003678426,0.001117404,0.00262171,0.009800752,0.01200569,0.00290507,0.01657115,0.008529446],"category_scores_gemma":[0.3402112,0.0007823846,0.00065379,0.001816601,0.03823017,0.0237721,0.009742584,0.02313312,0.0006944262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008877184,"about_ca_system_score_gemma":0.01687431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006183187,"about_ca_topic_score_gemma":0.01001704,"domain_scores_codex":[0.9242411,0.04568715,0.002004073,0.004401965,0.01512146,0.008544293],"domain_scores_gemma":[0.6476679,0.2656344,0.0334517,0.0137554,0.01910122,0.02038945],"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":[0.0002205746,0.0005264977,0.03137896,0.0006473529,0.0001733585,0.0005662862,0.04092803,0.001694449,0.0005299193,0.7671106,0.04400045,0.1122235],"study_design_scores_gemma":[0.00007576292,0.00006602515,0.01456236,0.0008418452,0.00005176762,0.0004340916,0.02768577,0.001718913,0.000474673,0.9047751,0.04920352,0.0001101519],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1323836,0.003949607,0.01014114,0.7828226,0.001322118,0.00006731787,0.00005472314,0.0001198891,0.06913891],"genre_scores_gemma":[0.9613938,0.0007948938,0.002255472,0.03340926,0.0004530684,0.00009204108,0.00001374417,0.00004947405,0.001538245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08265893,"threshold_uncertainty_score":0.4371474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2905525260","doi":"10.1016/j.gloenvcha.2018.11.003","title":"Criteria for effective zero-deforestation commitments","year":2018,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":192,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of British Columbia; University of Waterloo","funders":"Vetenskapsrådet; Svenska Forskningsrådet Formas; National Socio-Environmental Synthesis Center; National Science Foundation","keywords":"Deforestation (computer science); Business; Clearing; Sustainability; Reforestation; Certification; Natural resource economics; Economics; Agroforestry; Environmental science; Finance; Computer science; Ecology","authors":[{"name":"Rachael Garrett","is_ca":false},{"name":"Samuel A. Levy","is_ca":false},{"name":"Kimberly M. Carlson","is_ca":false},{"name":"Toby Gardner","is_ca":false},{"name":"Javier Godar","is_ca":false},{"name":"Jennifer A. Clapp (University of Waterloo)","is_ca":true},{"name":"Peter Dauvergne","is_ca":true},{"name":"Robert Heilmayr","is_ca":false},{"name":"Yann le Polain de Waroux","is_ca":true},{"name":"Ben Ayre","is_ca":false},{"name":"Rhona Barr","is_ca":false},{"name":"B. Døvre","is_ca":false},{"name":"Holly K. Gibbs","is_ca":false},{"name":"Simon Hall","is_ca":false},{"name":"Sarah Lake","is_ca":false},{"name":"Jeffrey C. Milder","is_ca":false},{"name":"Lisa Rausch","is_ca":false},{"name":"Rodrigo Rivero","is_ca":false},{"name":"Ximena Rueda","is_ca":false},{"name":"Ryan Sarsfield","is_ca":false},{"name":"Britaldo Soares‐Filho","is_ca":false},{"name":"Nelson B. Villoria","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03315117919589475,"gpt":0.2916910781212253,"spread":0.2585398989253306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0424554,0.001143896,0.000830384,0.005125353,0.002375132,0.006088533,0.002708888,0.00202976,0.009447885],"category_scores_gemma":[0.1006445,0.0004514176,0.001087003,0.002976751,0.002783014,0.004843215,0.00516445,0.002382933,0.001703372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003990856,"about_ca_system_score_gemma":0.005900526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004687092,"about_ca_topic_score_gemma":0.005492561,"domain_scores_codex":[0.9537063,0.0125271,0.00556141,0.001426299,0.0227213,0.004057616],"domain_scores_gemma":[0.8854914,0.04768213,0.01349261,0.004907611,0.04365212,0.004774093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001102356,0.00211231,0.167822,0.002909053,0.0003407619,0.001545347,0.01355304,0.1130949,0.01237326,0.3823951,0.01864535,0.2841065],"study_design_scores_gemma":[0.0005861215,0.004302976,0.2482177,0.004963377,0.0005378153,0.001683343,0.05685697,0.1833855,0.04165592,0.2450588,0.212037,0.0007146089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4488766,0.001168468,0.1949794,0.003613542,0.0002271768,0.008534065,0.002053326,0.0005671667,0.3399803],"genre_scores_gemma":[0.8851349,0.000231437,0.1039814,0.0003513062,0.00003500413,0.003084007,0.000985937,0.0001356871,0.006060214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0424554,"threshold_uncertainty_score":0.2245283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121348200","doi":"10.1016/s0959-3780(00)00040-6","title":"The African Sahel 25 years after the great drought: assessing progress and moving towards new agendas and approaches","year":2001,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":182,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Livelihood; Indigenous; Geography; Exploit; Diversity (politics); Globalization; Sustainable development; Political science; Quarter (Canadian coin); Flexibility (engineering); Jungle; Development economics; Environmental planning; Economic growth; Agriculture; Ecology; Economics","authors":[{"name":"Simon Batterbury","is_ca":false},{"name":"Andrew Warren","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03168999288288623,"gpt":0.2273395798729984,"spread":0.1956495869901122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002393488,0.0006945977,0.000565294,0.002257324,0.0016995,0.00232742,0.0005972093,0.001774408,0.001402161],"category_scores_gemma":[0.005534414,0.000178937,0.000282726,0.004030178,0.001038735,0.00290937,0.002493117,0.00110065,0.0001678364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002670518,"about_ca_system_score_gemma":0.006904018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0531792,"about_ca_topic_score_gemma":0.1270295,"domain_scores_codex":[0.9991468,0.0002235038,0.00007213108,0.0000452719,0.00009198295,0.000420217],"domain_scores_gemma":[0.9982468,0.0002788282,0.0005440227,0.00002805145,0.0003865996,0.000515607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001085263,0.0003282169,0.7225698,0.002816626,0.0005394908,0.006670229,0.03151008,0.001306438,0.001297372,0.004578898,0.02671457,0.200583],"study_design_scores_gemma":[0.00002756315,0.000251399,0.896045,0.001162656,0.0002689756,0.0008037385,0.04946005,0.0003753197,0.0004156832,0.002443555,0.04870611,0.00003993275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8846657,0.0700292,0.0004765858,0.03518148,0.0008899754,0.00007710754,0.003491558,0.000016618,0.005171746],"genre_scores_gemma":[0.960083,0.03481331,0.0005299654,0.001415877,0.0004340301,0.00009236769,0.001296427,0.000006498336,0.001328539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0531792,"threshold_uncertainty_score":0.1057394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2392134261","doi":"10.1016/j.gloenvcha.2016.04.010","title":"Reductionist and integrative research approaches to complex water security policy challenges","year":2016,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Water resources management and optimization","field":"Engineering","cited_by":174,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Reductionism; Diversity (politics); Politics; Inequality; Variety (cybernetics); Management science; Psychological intervention; Political science; Sociology; Economics; Computer science; Epistemology; Mathematics; Law; Psychology","authors":[{"name":"Mark Zeitoun","is_ca":false},{"name":"Bruce Lankford","is_ca":false},{"name":"Tobias Krueger","is_ca":false},{"name":"Tim Forsyth","is_ca":false},{"name":"Richard Carter","is_ca":false},{"name":"Arjen Y. Hoekstra","is_ca":false},{"name":"Richard G. Taylor","is_ca":false},{"name":"Olli Varis","is_ca":false},{"name":"Frances Cleaver","is_ca":false},{"name":"Rutgerd Boelens","is_ca":false},{"name":"Larry A. Swatuk","is_ca":true},{"name":"David Tickner","is_ca":false},{"name":"Christopher A. Scott","is_ca":false},{"name":"Naho Mirumachi","is_ca":false},{"name":"Nathanial Matthews","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2201864333427293,"gpt":0.2690486366214864,"spread":0.04886220327875715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00796053,0.0008937049,0.001234618,0.002865123,0.001892242,0.006859567,0.002614939,0.002295379,0.007688037],"category_scores_gemma":[0.007886454,0.0004383831,0.0008564094,0.002255565,0.01440145,0.006765809,0.004252509,0.003526723,0.0003504708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00576561,"about_ca_system_score_gemma":0.006617875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025163,"about_ca_topic_score_gemma":0.006790906,"domain_scores_codex":[0.9952395,0.003349811,0.0001019581,0.000362812,0.0006896981,0.0002563565],"domain_scores_gemma":[0.9931437,0.004700974,0.0004556951,0.0009231272,0.0005783705,0.0001981227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006913979,0.00005196757,0.0001269345,0.0001146679,0.0000305023,0.0000106501,0.000376556,0.004493612,0.00007961065,0.9850078,0.001143534,0.008557152],"study_design_scores_gemma":[0.000005573215,0.00001057539,0.0001291663,0.00005444317,0.00001221612,0.000006409821,0.0006960795,0.003877178,0.00009198766,0.9867548,0.008356696,0.000004919574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05350776,0.01774098,0.414971,0.1517688,0.00151995,0.0003149098,0.000336862,0.000184759,0.359655],"genre_scores_gemma":[0.9059042,0.01146275,0.06249519,0.003364778,0.001134529,0.0005572038,0.0001120371,0.00007495168,0.01489416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00796053,"threshold_uncertainty_score":0.04209977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079118176","doi":"10.1016/j.gloenvcha.2010.02.002","title":"Changes in weather persistence: Insight from Inuit knowledge","year":2010,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":173,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Science Foundation","keywords":"Persistence (discontinuity); Odds; Geography; Arctic; Predictability; Climatology; Ecology; Logistic regression; Biology; Medicine","authors":[{"name":"Elizabeth C. Weatherhead","is_ca":false},{"name":"Shari Gearheard","is_ca":false},{"name":"Roger G. Barry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05096750350348365,"gpt":0.3210860667347883,"spread":0.2701185632313047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002893351,0.0001751856,0.000311822,0.001817311,0.00303369,0.003781879,0.000939191,0.000737567,0.003403127],"category_scores_gemma":[0.007275534,0.0001879914,0.0001954127,0.002354704,0.006323391,0.00522456,0.002442202,0.001703936,0.0000992778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003577881,"about_ca_system_score_gemma":0.003244339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.111276,"about_ca_topic_score_gemma":0.2065334,"domain_scores_codex":[0.9992316,0.0002453653,0.00005572757,0.0001282128,0.0001351384,0.0002039645],"domain_scores_gemma":[0.9955006,0.003029846,0.0004675151,0.00031089,0.000483643,0.0002074613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005605432,0.0001072773,0.0878181,0.0003794435,0.00005865984,0.0007971741,0.7574068,0.0002638403,0.0007437505,0.0973246,0.001390694,0.05365359],"study_design_scores_gemma":[0.000007162738,0.00007585651,0.1475743,0.0007764662,0.00008487435,0.0007116602,0.7389888,0.0009102611,0.0008904036,0.06281597,0.04711707,0.00004715646],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8945705,0.003758222,0.002537093,0.01152489,0.0000899769,0.00001785626,0.0001576709,0.000009756896,0.08733404],"genre_scores_gemma":[0.9975337,0.001198504,0.0002447279,0.0002374601,0.00002380747,0.000004403688,0.00002375517,0.000003915873,0.0007297746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.111276,"threshold_uncertainty_score":0.2212566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2755039270","doi":"10.1016/j.gloenvcha.2017.08.008","title":"Disruption, not displacement: Environmental variability and temporary migration in Bangladesh","year":2017,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":163,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Global Affairs Canada; Carolina Population Center, University of North Carolina at Chapel Hill; Department for International Development; Styrelsen för Internationellt Utvecklingssamarbete; University of North Carolina at Chapel Hill; National Institutes of Health; National Science Foundation","keywords":"Displacement (psychology); Environmental science; Geology; Psychology","authors":[{"name":"Maia Call","is_ca":false},{"name":"Clark Gray","is_ca":false},{"name":"Mohammad Yunus","is_ca":false},{"name":"Michael Emch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07150488520363514,"gpt":0.3003950461816994,"spread":0.2288901609780643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004493715,0.0001393411,0.0001972142,0.0004552862,0.0008595924,0.0008747415,0.0004337378,0.0004759814,0.002016681],"category_scores_gemma":[0.002410132,0.0001408651,0.0002008157,0.001937519,0.0008773086,0.0007288668,0.001103365,0.0006103808,0.0002540815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442924,"about_ca_system_score_gemma":0.001363156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08740432,"about_ca_topic_score_gemma":0.1431722,"domain_scores_codex":[0.9995891,0.0001176145,0.00004312795,0.0000619051,0.00003508586,0.0001531822],"domain_scores_gemma":[0.9990098,0.0002788559,0.0003229219,0.00007560723,0.0001340621,0.0001785917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001242549,0.00003844741,0.9881608,0.0000170932,0.00003657433,0.0003028571,0.004121198,0.0004139802,0.0002365391,0.0007502955,0.0003399353,0.005458083],"study_design_scores_gemma":[0.000003939341,0.00005798257,0.9708421,0.0000218589,0.00001903449,0.0001634542,0.02671985,0.0007132473,0.0000520221,0.0005859135,0.0008043743,0.0000162439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984964,0.00009375488,0.00004932249,0.000286341,0.000004710123,0.000002908705,0.0001050174,9.235698e-7,0.0009606282],"genre_scores_gemma":[0.9996951,0.00006278032,0.00001128513,0.00001075283,0.000001924015,0.00000254077,0.0000359103,5.117021e-7,0.0001792936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08740432,"threshold_uncertainty_score":0.1737911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015498364","doi":"10.1016/j.gloenvcha.2014.09.001","title":"Does effective climate policy require well-informed citizen support?","year":2014,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":161,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Pacific Institute for Climate Solutions","keywords":"Climate policy; Climate change; Greenhouse gas; Business; Political science; Citizen science; Public economics; Public relations; Environmental resource management; Environmental economics; Economics","authors":[{"name":"Ekaterina Rhodes","is_ca":true},{"name":"Jonn Axsen","is_ca":true},{"name":"Mark Jaccard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1217357721954039,"gpt":0.3952212563661927,"spread":0.2734854841707888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0181405,0.0003406736,0.0005774361,0.001277471,0.003741659,0.01214557,0.001465647,0.0148777,0.01608112],"category_scores_gemma":[0.08908673,0.0003639657,0.0005317508,0.001194244,0.009678764,0.01504303,0.006013862,0.008277686,0.002031068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003869762,"about_ca_system_score_gemma":0.01904048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006759435,"about_ca_topic_score_gemma":0.008680059,"domain_scores_codex":[0.9870288,0.006270075,0.000434057,0.0009033588,0.002019333,0.003344327],"domain_scores_gemma":[0.9041689,0.05747029,0.01176379,0.004101825,0.00875784,0.0137373],"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":[0.0005430289,0.001444758,0.07108528,0.00109538,0.0002563625,0.001472662,0.02681485,0.001734419,0.002643969,0.5448095,0.1055705,0.2425292],"study_design_scores_gemma":[0.0001785399,0.00018569,0.07316104,0.001466634,0.0001064737,0.0006711051,0.09194207,0.002895688,0.001318981,0.6785366,0.1493685,0.0001686535],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08913109,0.001335102,0.002884595,0.8287777,0.001567852,0.00005312301,0.0001233928,0.00004537339,0.07608189],"genre_scores_gemma":[0.9532264,0.001415227,0.001554902,0.04063507,0.001041203,0.00008792023,0.00007088763,0.0000288282,0.001939661],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0181405,"threshold_uncertainty_score":0.09593731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060423712","doi":"10.1016/j.gloenvcha.2009.11.005","title":"Climatic natural disasters, political risk, and international trade","year":2009,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":155,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Ceteris paribus; Natural disaster; Economics; Gravity model of trade; Globalization; Politics; Robustness (evolution); Climate change; International economics; International trade; Development economics; Geography; Microeconomics; Political science; Market economy","authors":[{"name":"Chang Hoon Oh","is_ca":true},{"name":"Rafael Reuveny","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01837115866873342,"gpt":0.284299066283479,"spread":0.2659279076147456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008498508,0.0001624992,0.0001695312,0.0009162186,0.0007559414,0.002582283,0.0001857447,0.0009735085,0.007045458],"category_scores_gemma":[0.003342902,0.00008918964,0.0002023815,0.002054826,0.001916844,0.001295347,0.000758085,0.0007316979,0.0002065394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008407972,"about_ca_system_score_gemma":0.0008864952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007404626,"about_ca_topic_score_gemma":0.0168083,"domain_scores_codex":[0.9997836,0.0001055156,0.00001012222,0.00001880975,0.00003002283,0.00005194877],"domain_scores_gemma":[0.9975562,0.001367388,0.000590929,0.00006787293,0.0001035919,0.000314022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006103503,0.000896411,0.7098961,0.0001815412,0.0003106551,0.001173939,0.004985933,0.01439172,0.0003141076,0.1971589,0.01416434,0.05591603],"study_design_scores_gemma":[0.00006090627,0.0001841379,0.6913555,0.0001421733,0.0001291142,0.0006560098,0.02465489,0.007667283,0.0001413416,0.2545917,0.02037429,0.00004254486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8994536,0.008464188,0.0006300182,0.01893708,0.0001558047,0.000009705929,0.0002559882,0.00001069478,0.07208296],"genre_scores_gemma":[0.9966093,0.00191792,0.00003790675,0.0001932718,0.0001179433,0.000002307238,0.00002982764,0.000001581623,0.001089918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007404626,"threshold_uncertainty_score":0.02356935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588857580","doi":"10.1016/j.gloenvcha.2017.01.003","title":"Social and ecological effectiveness of large marine protected areas","year":2017,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":151,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; University of Victoria","funders":"","keywords":"Marine protected area; Marine conservation; Environmental resource management; Marine ecosystem; Marine reserve; Enforcement; Resource (disambiguation); Stakeholder; Corporate governance; Protected area; Geography; Scale (ratio); Business; Fishery; Ecosystem; Ecology; Fishing; Habitat; Environmental science; Biology; Political science","authors":[{"name":"Natalie C. Ban","is_ca":true},{"name":"Tammy E. Davies","is_ca":true},{"name":"Stacy E. Aguilera","is_ca":false},{"name":"Cassandra M. Brooks","is_ca":false},{"name":"Michael Cox","is_ca":false},{"name":"Graham Epstein","is_ca":true},{"name":"Louisa Evans","is_ca":false},{"name":"Sara M. Maxwell","is_ca":false},{"name":"Mateja Nenadović","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02397398321223405,"gpt":0.2585978198636217,"spread":0.2346238366513877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003199868,0.0001374857,0.0002088377,0.001533177,0.0009140526,0.001332897,0.000475616,0.0005521912,0.006620885],"category_scores_gemma":[0.01711113,0.0001267346,0.0002583786,0.001090688,0.001683124,0.001281449,0.001781,0.0003412889,0.0001441382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336148,"about_ca_system_score_gemma":0.0005613485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00989116,"about_ca_topic_score_gemma":0.0389923,"domain_scores_codex":[0.998219,0.001016281,0.00008118185,0.0001210676,0.0002927416,0.0002698043],"domain_scores_gemma":[0.9857082,0.008323597,0.002860466,0.0008084282,0.0008463872,0.001452841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000719283,0.0006042552,0.92114,0.00008406187,0.0005111173,0.0002303048,0.003415065,0.005269908,0.001048272,0.01936234,0.001056344,0.04655912],"study_design_scores_gemma":[0.00002928713,0.0001985108,0.986482,0.00002403134,0.00008020453,0.00008672625,0.005011878,0.002094545,0.0001686442,0.003932043,0.001883948,0.000008221508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98548,0.0001927598,0.00008414422,0.000457219,0.000004942068,0.000005526372,0.00006089259,0.000002478406,0.01371191],"genre_scores_gemma":[0.9996953,0.00003441785,0.00001841522,0.0000131929,0.00000432025,0.000001685438,0.00001641081,6.859019e-7,0.0002157088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00989116,"threshold_uncertainty_score":0.02214909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005201803","doi":"10.1016/j.gloenvcha.2014.01.002","title":"Accelerating the sustainability transition: Exploring synergies between adaptation and mitigation in British Columbian communities","year":2014,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":148,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of British Columbia; Royal Roads University","funders":"","keywords":"Sustainability; Context (archaeology); Corporate governance; Outreach; Incentive; Climate change; Environmental resource management; Government (linguistics); Scale (ratio); Adaptation (eye); Climate change mitigation; Business; Environmental planning; Climate change adaptation; Political science; Economics; Economic growth; Geography; Ecology","authors":[{"name":"Alison Shaw","is_ca":true},{"name":"Sarah Burch","is_ca":true},{"name":"Freya Kristensen","is_ca":true},{"name":"John Robinson","is_ca":true},{"name":"Ann Dale","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05670050033819982,"gpt":0.2274300275086569,"spread":0.1707295271704571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143282,0.0002185598,0.0002455801,0.000623339,0.005958588,0.003215411,0.001303211,0.0009085914,0.004050351],"category_scores_gemma":[0.003676189,0.0002185488,0.0001966537,0.001434238,0.002679274,0.00129118,0.00351869,0.001390819,0.0001681175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03317644,"about_ca_system_score_gemma":0.04403302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9678302,"about_ca_topic_score_gemma":0.9935834,"domain_scores_codex":[0.9990409,0.0003268791,0.0000135248,0.00008953617,0.0001119737,0.0004171655],"domain_scores_gemma":[0.9979697,0.0004349637,0.0001249513,0.0001101691,0.0005754463,0.0007848006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001073753,0.002493868,0.5971057,0.0003698901,0.0003021674,0.001848493,0.1308746,0.008684092,0.003338589,0.03344213,0.01853583,0.2019309],"study_design_scores_gemma":[0.00008097303,0.0001700731,0.6332131,0.0003190209,0.0001634009,0.0001042572,0.3242598,0.004795545,0.0007624718,0.007311186,0.02874523,0.00007488953],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875722,0.0001736379,0.0001461478,0.001457631,0.000005146803,0.0000390139,0.00008134872,0.000004373567,0.0105205],"genre_scores_gemma":[0.9964893,0.0001788431,0.000290654,0.0002522956,0.000001018737,0.00003135251,0.00005422314,0.000003255744,0.002699079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03317644,"threshold_uncertainty_score":0.240713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294147616","doi":"10.1016/j.gloenvcha.2022.102582","title":"How the future of the global forest sink depends on timber demand, forest management, and carbon policies","year":2022,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":143,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bank of Canada","funders":"Southern Research Station; U.S. Forest Service; Ohio State University; International Institute for Applied Systems Analysis; U.S. Department of Agriculture; National Institute of Food and Agriculture; U.S. Environmental Protection Agency","keywords":"Carbon sink; Sink (geography); Forest management; Natural resource economics; Business; Environmental science; Agroforestry; Forestry; Climate change; Economics; Geography; Ecology","authors":[{"name":"Adam Daigneault","is_ca":false},{"name":"Justin S. Baker","is_ca":false},{"name":"Jinggang Guo","is_ca":false},{"name":"Pekka Lauri","is_ca":false},{"name":"Alice Favero","is_ca":false},{"name":"Nicklas Forsell","is_ca":false},{"name":"Craig Johnston","is_ca":true},{"name":"Sara Ohrel","is_ca":false},{"name":"Brent Sohngen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00994452043924325,"gpt":0.2005427917972695,"spread":0.1905982713580262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009763267,0.0004379168,0.0002111245,0.0003877193,0.0004197361,0.002146308,0.0002823895,0.0006240199,0.00244235],"category_scores_gemma":[0.001134821,0.0001483855,0.0005182314,0.0007953486,0.0007139137,0.003337878,0.0006821293,0.0006278567,0.0001861162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613705,"about_ca_system_score_gemma":0.00143416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01477997,"about_ca_topic_score_gemma":0.02165977,"domain_scores_codex":[0.9997545,0.0001119776,0.000006980292,0.00004832652,0.00003224181,0.00004591041],"domain_scores_gemma":[0.999738,0.0001249342,0.00004144345,0.00002817406,0.00003499077,0.00003233482],"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":[0.000168406,0.00009301302,0.1494958,0.0002516168,0.0004048113,0.000244513,0.0003004831,0.6576041,0.003897831,0.1150677,0.004000448,0.06847133],"study_design_scores_gemma":[0.000039581,0.0002093679,0.1694952,0.0004811961,0.0005653435,0.0003552655,0.00336707,0.447674,0.004178538,0.3291588,0.04429707,0.000178552],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9214963,0.002645963,0.0152711,0.007780462,0.00008163496,0.00002324487,0.001995728,0.0001079189,0.05059778],"genre_scores_gemma":[0.9949885,0.001701415,0.002022414,0.0001692327,0.00001099076,0.00001050155,0.0003268554,0.00002882989,0.0007411532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01477997,"threshold_uncertainty_score":0.02938789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070777959","doi":"10.1016/j.gloenvcha.2010.11.010","title":"Heat health planning: The importance of social and community factors","year":2010,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":128,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Institute of Population and Public Health; University of Ottawa","funders":"Canadian Diabetes Association","keywords":"Socioeconomic status; Population; Environmental health; Social determinants of health; Flexibility (engineering); Public health; Business; Environmental resource management; Medicine; Economics; Nursing","authors":[{"name":"Jane E. Yardley","is_ca":true},{"name":"Ronald J. Sigal","is_ca":true},{"name":"Glen P. Kenny","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1122907894736733,"gpt":0.3409540816581139,"spread":0.2286632921844405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008233492,0.0006399625,0.0008629909,0.001711317,0.003088664,0.00684102,0.001662948,0.003905367,0.01094585],"category_scores_gemma":[0.0195109,0.0004267189,0.0006120522,0.001400638,0.005706554,0.004279805,0.005527854,0.005180337,0.0003632691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00600692,"about_ca_system_score_gemma":0.02224469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0361289,"about_ca_topic_score_gemma":0.1008449,"domain_scores_codex":[0.9946052,0.003466096,0.0001387946,0.0002737835,0.0007674901,0.0007485627],"domain_scores_gemma":[0.9844209,0.009726238,0.0006822587,0.0002793828,0.001664157,0.003226989],"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":[0.000301021,0.001289669,0.06323294,0.004678016,0.0006679214,0.0006437497,0.006719737,0.0263463,0.0008055122,0.2469874,0.1294849,0.5188428],"study_design_scores_gemma":[0.0001696055,0.0007150952,0.08887085,0.006237962,0.0003958861,0.0005128911,0.04804559,0.01699096,0.0007232776,0.5453253,0.2917002,0.0003123318],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05986298,0.05905033,0.04447962,0.6793699,0.004742295,0.000706262,0.0006950863,0.0002134457,0.1508801],"genre_scores_gemma":[0.9349427,0.0285461,0.01170602,0.01554334,0.003919935,0.0005584498,0.0001808918,0.00006183837,0.004540788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0361289,"threshold_uncertainty_score":0.07183725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134590245","doi":"10.1016/j.gloenvcha.2007.01.003","title":"Assessing community vulnerability: A study of the mountain pine beetle outbreak in British Columbia, Canada","year":2007,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":126,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Forest Service","funders":"Natural Resources Canada; National Oceanic and Atmospheric Administration; Canadian Forest Service; Government of Canada","keywords":"Vulnerability (computing); Outbreak; Geography; Climate change; Vulnerability assessment; Environmental resource management; Environmental planning; Participatory action research; Citizen journalism; Scale (ratio); Ecology; Political science; Sociology; Cartography; Psychological resilience; Environmental science; Psychology","authors":[{"name":"John R. Parkins","is_ca":true},{"name":"Norah MacKendrick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04260030662416506,"gpt":0.2525412482069102,"spread":0.2099409415827451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009371021,0.0006105473,0.000592294,0.001546838,0.008409366,0.001643696,0.002137656,0.001130854,0.001330934],"category_scores_gemma":[0.002665753,0.0005753568,0.0003383723,0.003432705,0.001625259,0.0007222363,0.00142483,0.001327429,0.0002126707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04409439,"about_ca_system_score_gemma":0.02888775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965546,"about_ca_topic_score_gemma":0.999157,"domain_scores_codex":[0.9990743,0.0001506783,0.0000266566,0.0001097467,0.0002030649,0.0004354917],"domain_scores_gemma":[0.9976968,0.0002893921,0.0002548541,0.00007481901,0.0009979331,0.0006861343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006379047,0.0009266529,0.9431574,0.0001249316,0.0002687705,0.001576288,0.01939472,0.002727621,0.003042378,0.0004661359,0.0030886,0.02458853],"study_design_scores_gemma":[0.00003141455,0.0001125699,0.9671578,0.00002937576,0.00005507231,0.000106232,0.0289411,0.001737147,0.0001939092,0.00008433519,0.001519165,0.00003183015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985377,0.0001196413,0.00006551367,0.0001343451,0.000003149482,0.00006159895,0.0002607927,0.000003680636,0.0008137047],"genre_scores_gemma":[0.9978028,0.000223994,0.0002977761,0.0001172927,0.000002788802,0.00004446332,0.0004185831,0.000004551485,0.001087869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04409439,"threshold_uncertainty_score":0.3199287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036335914","doi":"10.1016/j.gloenvcha.2011.04.009","title":"Exploring some of the myths of land use change: Can rural to urban migration drive declines in biodiversity?","year":2011,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":126,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Canada Research Chairs; University of Manitoba","keywords":"Biodiversity; Geography; Agroforestry; Agriculture; Land use; Mosaic; Land use, land-use change and forestry; Intact forest landscape; Human settlement; Abandonment (legal); Forest restoration; Ecological succession; Ecology; Forest ecology; Environmental science; Biology; Archaeology; Ecosystem; Political science","authors":[{"name":"James P. Robson","is_ca":true},{"name":"Fikret Berkes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1333960683468775,"gpt":0.2021791839189203,"spread":0.06878311557204281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01205254,0.0004043124,0.000644405,0.001304904,0.002272018,0.004335578,0.003083444,0.00579609,0.008185835],"category_scores_gemma":[0.03030986,0.0002764698,0.0005641776,0.001706313,0.02853494,0.01050398,0.002984862,0.009398498,0.0006273495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002316274,"about_ca_system_score_gemma":0.003180037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007232764,"about_ca_topic_score_gemma":0.009654424,"domain_scores_codex":[0.9976489,0.001439013,0.00007560251,0.0003779403,0.0002296824,0.0002288441],"domain_scores_gemma":[0.9750828,0.01912776,0.002195844,0.0009936584,0.001725653,0.0008742523],"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":[0.0001839887,0.0001367298,0.01860897,0.0006262845,0.000211586,0.0004136597,0.02449406,0.001639645,0.0002340619,0.8335554,0.05244073,0.06745494],"study_design_scores_gemma":[0.00004421669,0.00004545361,0.008614522,0.0007421004,0.00005124556,0.0002428423,0.03338473,0.001273516,0.0002135851,0.8944259,0.06091825,0.00004362997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01946755,0.007880801,0.002821849,0.9554971,0.0008248875,0.00001121467,0.0001274321,0.00001036003,0.01335883],"genre_scores_gemma":[0.8848678,0.01580197,0.002004348,0.09050695,0.003479944,0.00009142624,0.0001023521,0.00002847072,0.003116739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01205254,"threshold_uncertainty_score":0.06374067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157785818","doi":"10.1016/j.gloenvcha.2014.04.012","title":"An ocean of surprises – Trends in human use, unexpected dynamics and governance challenges in areas beyond national jurisdiction","year":2014,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":125,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Stockholms Universitet; University of British Columbia; Stiftelsen för Strategisk Forskning; Stiftelsen för Miljöstrategisk Forskning","keywords":"Jurisdiction; Corporate governance; Surprise; Frontier; Business; Political science; Environmental planning; Environmental resource management; Geography; Law; Sociology; Economics","authors":[{"name":"Andrew Merrie","is_ca":false},{"name":"Daniel C. Dunn","is_ca":false},{"name":"Marc Métian","is_ca":false},{"name":"André M. Boustany","is_ca":false},{"name":"Yoshinobu Takei","is_ca":false},{"name":"Alex Oude Elferink","is_ca":false},{"name":"Yoshitaka Ota","is_ca":true},{"name":"Villy Christensen","is_ca":true},{"name":"Patrick N. Halpin","is_ca":false},{"name":"Henrik Österblom","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01983539290723153,"gpt":0.2299761594727856,"spread":0.2101407665655541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001853972,0.0001495977,0.0002346348,0.0008841492,0.001472795,0.003542549,0.000530256,0.001340476,0.004966784],"category_scores_gemma":[0.00704416,0.0002051467,0.0002365685,0.002241743,0.002630604,0.00736472,0.002745125,0.002261007,0.00047624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001973012,"about_ca_system_score_gemma":0.002435931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02728714,"about_ca_topic_score_gemma":0.05639346,"domain_scores_codex":[0.9990807,0.0001888456,0.0000705427,0.0001245074,0.0003098993,0.0002255929],"domain_scores_gemma":[0.9959727,0.0007292478,0.001105685,0.0003999278,0.000939258,0.000853102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003006319,0.0001083532,0.5396988,0.0004498513,0.0001409586,0.001596258,0.02777096,0.002426658,0.002847137,0.06316333,0.1496253,0.2118718],"study_design_scores_gemma":[0.000006733582,0.0001074361,0.5910516,0.0003360925,0.00002240163,0.0008058259,0.111256,0.002151369,0.0006255945,0.04032305,0.2532218,0.00009220139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7407965,0.005658019,0.00325459,0.2160848,0.001120435,0.00002356612,0.002620558,0.0001515849,0.03028988],"genre_scores_gemma":[0.9854563,0.002283055,0.001184964,0.006495296,0.0004455366,0.00001719057,0.0006424268,0.00005556534,0.003419767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02728714,"threshold_uncertainty_score":0.05425662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975965235","doi":"10.1016/s0959-3780(02)00023-7","title":"Socio-institutional dynamics and the political ecology of mangrove forest conservation in Central Sulawesi, Indonesia","year":2002,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Oil Palm Production and Sustainability","field":"Environmental Science","cited_by":122,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"National IT Industry Promotion Agency","keywords":"Mangrove; Political ecology; Aquaculture; CONTEST; Geography; Environmental resource management; Property rights; Government (linguistics); Ecology; Politics; Agroforestry; Fishery; Political science; Economics; Environmental science","authors":[{"name":"Derek Armitage","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01116168018190384,"gpt":0.2047965495705253,"spread":0.1936348693886214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000482127,0.00007230975,0.00008849258,0.0005297837,0.001553267,0.00150949,0.0002974028,0.0002130874,0.001990292],"category_scores_gemma":[0.0008257314,0.000102892,0.00005191513,0.0005386457,0.002271591,0.0005973083,0.0008518655,0.0003795708,0.00008346826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002950206,"about_ca_system_score_gemma":0.002106918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04039694,"about_ca_topic_score_gemma":0.1134818,"domain_scores_codex":[0.9997793,0.00006696011,0.000007947013,0.0000142652,0.00001889936,0.000112539],"domain_scores_gemma":[0.9993792,0.0001319432,0.000204336,0.00001604409,0.0000530419,0.0002154559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003008377,0.0005488496,0.8895921,0.00008708255,0.00005546056,0.001924228,0.03725857,0.001438883,0.002646755,0.03518458,0.001316644,0.02964601],"study_design_scores_gemma":[0.00001506528,0.00003952703,0.9367161,0.00002395112,0.00002099505,0.0001856492,0.054089,0.001493451,0.0003681973,0.002612874,0.004426287,0.000008861813],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947734,0.00004793734,0.00003846192,0.0003743429,0.000001413242,0.000005074177,0.0000112846,7.861285e-7,0.004747334],"genre_scores_gemma":[0.9996291,0.00002149611,0.00001197965,0.0000108178,5.743539e-7,0.000001783682,0.000003445253,2.646581e-7,0.0003205372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04039694,"threshold_uncertainty_score":0.08032358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3194946018","doi":"10.1016/j.gloenvcha.2021.102320","title":"The political ecology playbook for ecosystem restoration: Principles for effective, equitable, and transformative landscapes","year":2021,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":118,"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":"Restoration ecology; Politics; Environmental restoration; Environmental resource management; Ecosystem services; Equity (law); Forest restoration; Novel ecosystem; Political ecology; Environmental degradation; Sustainability; Sustainable development; Ecology; Ecosystem; Forest ecology; Political science; Economics","authors":[{"name":"Tracey Osborne","is_ca":false},{"name":"Samara Brock","is_ca":false},{"name":"Robin L. Chazdon","is_ca":false},{"name":"Susan Chomba","is_ca":false},{"name":"Eva J. Garen","is_ca":false},{"name":"Victoria Gutierrez","is_ca":false},{"name":"Rebecca Lave","is_ca":false},{"name":"Manon Lefevre","is_ca":false},{"name":"Juanita Sundberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02185304847281658,"gpt":0.225038619045629,"spread":0.2031855705728124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0129511,0.001429143,0.0007920027,0.001862199,0.006918493,0.01686118,0.001908498,0.00937773,0.008384631],"category_scores_gemma":[0.01104348,0.000745484,0.000594763,0.001473258,0.02511318,0.01025416,0.005978649,0.01543961,0.003285557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007069252,"about_ca_system_score_gemma":0.01911185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013679,"about_ca_topic_score_gemma":0.02080731,"domain_scores_codex":[0.9932559,0.003125965,0.0003721884,0.000408901,0.002221482,0.0006156188],"domain_scores_gemma":[0.9934049,0.004050382,0.0003758507,0.0003999613,0.0009680739,0.0008008133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003720966,0.00001350696,0.00009400658,0.00008950739,0.000003077129,0.00004965222,0.002271286,0.0005277112,0.00009088321,0.8869786,0.09385125,0.01602668],"study_design_scores_gemma":[0.000004002929,0.000006930763,0.0001121778,0.0002663429,0.0000025171,0.00007080605,0.0008478428,0.0002229455,0.00005756046,0.2145091,0.7838855,0.00001433682],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002164532,0.01915353,0.1086275,0.3497705,0.009175307,0.000612952,0.0003149065,0.0003438746,0.5098369],"genre_scores_gemma":[0.1905964,0.0359408,0.1880349,0.1156208,0.006416977,0.002864649,0.0006384357,0.0009609144,0.458926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01686118,"threshold_uncertainty_score":0.06849283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093039563","doi":"10.1016/j.gloenvcha.2020.102163","title":"Environmental and land defenders: Global patterns and determinants of repression","year":2020,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","cited_by":116,"is_retracted":false,"has_abstract":false,"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; Academy of Finland","keywords":"Indigenous; Political science; Latin Americans; Criminalization; Development economics; Accountability; Civil society; Geography; Politics; Economics; Law; Ecology","authors":[{"name":"Philippe Le Billon","is_ca":true},{"name":"Päivi Lujala","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05745903241172529,"gpt":0.2581613918909739,"spread":0.2007023594792486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006932479,0.0001213546,0.0002247673,0.001067874,0.0005017902,0.001368088,0.0003630944,0.000346868,0.004819705],"category_scores_gemma":[0.002612384,0.000107885,0.0002375392,0.00187786,0.002234088,0.001008087,0.001387418,0.0006977847,0.0001950155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006015808,"about_ca_system_score_gemma":0.0004353804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01173087,"about_ca_topic_score_gemma":0.02435555,"domain_scores_codex":[0.99958,0.0001375429,0.00001745185,0.00006585029,0.00005103105,0.0001482088],"domain_scores_gemma":[0.9972433,0.0009663386,0.001018153,0.0002107595,0.0001933899,0.0003680632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009534029,0.0000278903,0.986322,0.00001200716,0.00005226758,0.0000478708,0.003057111,0.0002559744,0.0003750715,0.004999227,0.0002253162,0.00452988],"study_design_scores_gemma":[0.000001821471,0.00001192068,0.994067,0.000007258346,0.00001406467,0.00003096449,0.004301527,0.000205846,0.00008197177,0.0006269389,0.0006479747,0.000002761141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941812,0.0001589465,0.0001015527,0.000378274,0.000002827023,0.000001825315,0.00009035234,0.000001919119,0.005082986],"genre_scores_gemma":[0.9996704,0.00004370098,0.00001177564,0.00001168749,0.000002952739,8.753579e-7,0.00003520751,0.000001370965,0.0002220453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173087,"threshold_uncertainty_score":0.0233252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796821166","doi":"10.1016/j.gloenvcha.2018.03.008","title":"Political economy of planned relocation: A model of action and inaction in government responses","year":2018,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":112,"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; International Development Research Centre","keywords":"Relocation; Government (linguistics); Livelihood; Politics; Psychological resilience; Business; Local government; Context (archaeology); Public economics; Economic growth; Environmental planning; Political science; Economics; Geography; Public administration; Social psychology; Psychology","authors":[{"name":"Colette Mortreux","is_ca":false},{"name":"Ricardo Safra de Campos","is_ca":false},{"name":"W. Neil Adger","is_ca":false},{"name":"Tuhin Ghosh","is_ca":false},{"name":"Shouvik Das","is_ca":false},{"name":"Helen Adams","is_ca":false},{"name":"Sugata Hazra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1567821341601599,"gpt":0.3283627629812332,"spread":0.1715806288210733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005008285,0.0007285443,0.0006093906,0.001537089,0.002662769,0.005656378,0.001728459,0.003458205,0.02062577],"category_scores_gemma":[0.008709861,0.0005157519,0.001585479,0.001453059,0.01176617,0.005494475,0.002892785,0.00282328,0.002011444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006096002,"about_ca_system_score_gemma":0.004569928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008255037,"about_ca_topic_score_gemma":0.005133312,"domain_scores_codex":[0.9950158,0.003183399,0.00009549289,0.0005650994,0.0004205496,0.0007197867],"domain_scores_gemma":[0.9926381,0.00476431,0.0009878885,0.0003890295,0.0005722446,0.0006484468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000070818,0.0001338652,0.002969015,0.00007638719,0.00002585645,0.0003058286,0.004506479,0.01374619,0.0002684458,0.971467,0.001250822,0.005179346],"study_design_scores_gemma":[0.0001286369,0.0002025438,0.005504486,0.0001282183,0.00004404697,0.0003201613,0.0069542,0.07115144,0.0001484347,0.8902234,0.02513343,0.00006093985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1302375,0.0008490935,0.1907814,0.02893912,0.0003679964,0.000670708,0.0002829489,0.0001363323,0.6477349],"genre_scores_gemma":[0.9658707,0.0004220809,0.01048707,0.0008580121,0.0001735479,0.0005086575,0.00006187717,0.00004407359,0.02157408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02062577,"threshold_uncertainty_score":0.06900007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059522789","doi":"10.1016/j.gloenvcha.2005.10.002","title":"Island abandonment and sea-level rise: An historical analog from the Chesapeake Bay, USA","year":2005,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":110,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"National Ocean Service; European Commission","keywords":"Abandonment (legal); Geography; Population; Bay; Population decline; Demography; Archaeology; Political science","authors":[{"name":"Sheila J. Arenstam Gibbons","is_ca":true},{"name":"Robert J. Nicholls","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1309566130821361,"gpt":0.2905276802123531,"spread":0.1595710671302171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003401453,0.0001680378,0.0001236892,0.001469153,0.00137658,0.001103744,0.0003682063,0.0006068034,0.002624485],"category_scores_gemma":[0.001589811,0.0001225581,0.0001068564,0.003013736,0.001363417,0.0007457258,0.0007750708,0.0008523807,0.0001185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002403115,"about_ca_system_score_gemma":0.001177751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4227103,"about_ca_topic_score_gemma":0.7266899,"domain_scores_codex":[0.9998872,0.0000291388,0.00000789447,0.00002587248,0.00002431682,0.00002556521],"domain_scores_gemma":[0.9991363,0.0002033934,0.0002046336,0.00004152811,0.0002486052,0.0001655977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002437448,0.0001273096,0.918349,0.00008269938,0.0001150179,0.002090514,0.02611593,0.0004993153,0.001165664,0.004037503,0.005226891,0.04194633],"study_design_scores_gemma":[0.000006719788,0.00003930145,0.9805394,0.00004713373,0.00002576929,0.000388801,0.009888435,0.0002494932,0.0001424429,0.0002469598,0.008415047,0.00001038407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887519,0.001129263,0.00008526426,0.001843224,0.00003486537,0.000005855152,0.0003034845,0.000004172661,0.007841944],"genre_scores_gemma":[0.9977526,0.000855713,0.00009893365,0.0001737269,0.00002792751,0.000002874178,0.0001777307,0.000002466674,0.0009080564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4227103,"threshold_uncertainty_score":0.8404997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066063036","doi":"10.1016/s0959-3780(03)00022-0","title":"Mutual vulnerability, mutual dependence","year":2003,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":105,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Vulnerability (computing); Environmental change; Focus (optics); Relation (database); Reflexivity; Affect (linguistics); Resilience (materials science); Psychological resilience; Environmental resource management; Social psychology; Computer science; Sociology; Psychology; Ecology; Climate change; Environmental science; Communication; Social science; Computer security; Data mining; Biology","authors":[{"name":"Evan Fraser","is_ca":true},{"name":"Warren Mabee","is_ca":true},{"name":"Olav Slaymaker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05149395992905478,"gpt":0.2425194207700501,"spread":0.1910254608409954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000659246,0.0002903341,0.0002821468,0.0009121213,0.0007198378,0.001229214,0.0003610195,0.001106552,0.009248358],"category_scores_gemma":[0.004007651,0.0001382434,0.0001575623,0.0008782842,0.002403507,0.003241141,0.001582582,0.0008030816,0.0003961864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006312209,"about_ca_system_score_gemma":0.0004611874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00152001,"about_ca_topic_score_gemma":0.001681289,"domain_scores_codex":[0.9996566,0.0001090739,0.00001484956,0.00007262467,0.0000907701,0.00005605826],"domain_scores_gemma":[0.9981136,0.001047007,0.0004520011,0.0001216451,0.0001147976,0.000150871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009563953,0.00007094337,0.01740441,0.0003672737,0.00007332272,0.0007081438,0.00229721,0.005981334,0.003999156,0.9013357,0.006624239,0.06104257],"study_design_scores_gemma":[0.00001925697,0.0000477164,0.02103829,0.0000565132,0.00004913947,0.00117569,0.002089471,0.005438606,0.0003047387,0.9456928,0.02406758,0.00002027187],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6572595,0.01299773,0.04301182,0.01252039,0.0003035302,0.00006637511,0.0004332856,0.0001217224,0.2732856],"genre_scores_gemma":[0.990094,0.001913954,0.00156554,0.0002162914,0.0001303779,0.00003809471,0.0000591547,0.0000063311,0.005976254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009248358,"threshold_uncertainty_score":0.0309388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993088177","doi":"10.1016/j.gloenvcha.2014.03.002","title":"Evaluating the effects of policy innovations: Lessons from a systematic review of policies promoting low-carbon technology","year":2014,"lang":"en","type":"review","venue":"Global Environmental Change","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":99,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Network for Business Sustainability","keywords":"Flexibility (engineering); Public economics; State (computer science); Business; Climate policy; Climate change; Industrial organization; Environmental economics; Economics; Computer science; Management","authors":[{"name":"Graeme Auld","is_ca":true},{"name":"Alexandra Mallett","is_ca":true},{"name":"Bozica Burlica","is_ca":true},{"name":"Francis Nolan-Poupart","is_ca":true},{"name":"Robert Slater","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1497627363690835,"gpt":0.3682991889975169,"spread":0.2185364526284334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04796204,0.001721495,0.007294389,0.006203711,0.0003521741,0.003743912,0.00220809,0.002991077,0.00309427],"category_scores_gemma":[0.1833462,0.0008000207,0.006557775,0.008033245,0.001601108,0.003665962,0.001840804,0.002761659,0.000264411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004756721,"about_ca_system_score_gemma":0.0167929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009573758,"about_ca_topic_score_gemma":0.02289354,"domain_scores_codex":[0.9689276,0.01651068,0.007054568,0.002148042,0.004807557,0.0005515653],"domain_scores_gemma":[0.771404,0.1991649,0.01780039,0.002566045,0.008183395,0.0008812608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008717338,0.0001153302,0.004068725,0.5978848,0.05585763,0.0001544914,0.0002822994,0.002328409,0.0004560466,0.004466274,0.005046385,0.3284677],"study_design_scores_gemma":[0.001142761,0.0007776956,0.01812205,0.6352282,0.230996,0.0002908473,0.0005758574,0.0009108204,0.001328269,0.01311106,0.09739625,0.0001202101],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008352874,0.9970928,0.0003860772,0.0009899986,0.000169627,0.00006500592,0.0001817135,0.000004935371,0.0002745264],"genre_scores_gemma":[0.0247205,0.9718751,0.001561588,0.001268433,0.0002188542,0.0001183616,0.0001560862,0.000007783541,0.00007328923],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04796204,"threshold_uncertainty_score":0.2536505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976832984","doi":"10.1016/s0959-3780(03)00009-8","title":"The ecological footprint: a non-monetary metric of human consumption applied to North America","year":2003,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":97,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Ecological footprint; Consumption (sociology); Productivity; Sustainability; Human settlement; Metric (unit); Ecology; Economics; Footprint; Natural resource economics; Environmental science; Environmental resource management; Geography; Economic growth; Operations management","authors":[{"name":"Maged Senbel","is_ca":true},{"name":"Timothy L. McDaniels","is_ca":true},{"name":"Hadi Dowlatabadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0174496081574409,"gpt":0.2439139038265101,"spread":0.2264642956690692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001321026,0.0007828861,0.0005582514,0.00288811,0.000911135,0.002542544,0.0008416521,0.0009237697,0.004307189],"category_scores_gemma":[0.005049995,0.0002422349,0.0006136921,0.005958489,0.001825946,0.00287303,0.001708296,0.001029969,0.0003941636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00196294,"about_ca_system_score_gemma":0.001189918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02214994,"about_ca_topic_score_gemma":0.0348359,"domain_scores_codex":[0.9991477,0.0004110052,0.00007043665,0.0000767395,0.000249161,0.00004496798],"domain_scores_gemma":[0.9990146,0.0004277616,0.0001421998,0.00007950464,0.0002412871,0.00009461348],"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":[0.0002539212,0.0001814906,0.09736247,0.0007207564,0.0003668918,0.001145214,0.00358529,0.0402603,0.003067793,0.4450224,0.02627021,0.3817633],"study_design_scores_gemma":[0.00003057416,0.0003239279,0.140946,0.0006141213,0.0002364939,0.003390415,0.01140225,0.1299495,0.002906319,0.5568402,0.1531403,0.0002198665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3097983,0.01077077,0.5270824,0.00830888,0.001527593,0.0002926252,0.004499758,0.0006756834,0.1370441],"genre_scores_gemma":[0.8926036,0.003445567,0.09213679,0.000324645,0.0002654876,0.0003948979,0.0006528368,0.0001999172,0.009976281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02214994,"threshold_uncertainty_score":0.04404205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2277991275","doi":"10.1016/j.gloenvcha.2016.02.008","title":"Green growth rhetoric versus reality: Insights from Indonesia","year":2016,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Toronto; Direktoratet for Utviklingssamarbeid; Connaught Fund; Australian Agency for International Development; European Commission; United States Agency for International Development","keywords":"Rhetoric; Aesthetics; Sociology; Art; Philosophy; Linguistics","authors":[{"name":"Koen Kusters","is_ca":false},{"name":"John F. McCarthy","is_ca":false},{"name":"K. Obidzinski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03202396236069746,"gpt":0.223927124456663,"spread":0.1919031620959655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003143232,0.0003205903,0.0003392421,0.001223464,0.006693739,0.01104811,0.0008102514,0.001896804,0.005602131],"category_scores_gemma":[0.004898807,0.0001877879,0.0001644963,0.002600679,0.01146108,0.008283556,0.003790782,0.005836283,0.0004120331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006290006,"about_ca_system_score_gemma":0.003598619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008923989,"about_ca_topic_score_gemma":0.01392759,"domain_scores_codex":[0.998246,0.000891524,0.00005342093,0.0001379213,0.0003852232,0.0002860247],"domain_scores_gemma":[0.9943892,0.00452781,0.0003973018,0.0001749139,0.0002850028,0.0002256558],"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":[0.00008489212,0.0001308293,0.006579076,0.0002157861,0.0000121595,0.001493483,0.3110587,0.0003521544,0.0005921168,0.6507379,0.007642368,0.02110049],"study_design_scores_gemma":[0.00002596009,0.0000410584,0.01225384,0.000720482,0.00004915772,0.0005157971,0.6242703,0.001574999,0.001752692,0.1728283,0.1859215,0.00004597183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2866893,0.00124997,0.001952395,0.03454488,0.00017033,0.00002062656,0.00008834033,0.00002874176,0.6752555],"genre_scores_gemma":[0.9912288,0.0004364731,0.0002283885,0.001196338,0.0000325071,0.00001192832,0.00001989685,0.00003589064,0.006809727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01104811,"threshold_uncertainty_score":0.04563737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}