{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":54,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":54,"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":"f9a88d955979","filters":{"venue":"Ecosystem Services"}},"results":[{"id":"W3083910680","doi":"10.1016/j.ecoser.2020.101183","title":"The future(s) of digital agriculture and sustainable food systems: An analysis of high-level policy documents","year":2020,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":368,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Vision; Food systems; Food security; Agriculture; Agroecology; Sustainable agriculture; Business; Ecosystem services; Narrative; Marketing; Environmental resource management; Economics; Sociology; Ecosystem; Geography; Ecology","authors":[{"name":"Alana Lajoie-O’Malley","is_ca":true},{"name":"Kelly Bronson","is_ca":true},{"name":"Simone van der Burg","is_ca":false},{"name":"Laurens Klerkx","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00555315844498493,"gpt":0.1973734688268432,"spread":0.1918203103818583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01477362,0.0002374061,0.0003050475,0.005020754,0.003863668,0.01710683,0.001031275,0.003426915,0.006379202],"category_scores_gemma":[0.03406419,0.0003933732,0.0004738455,0.006691438,0.004645154,0.00682274,0.002119916,0.00390762,0.0004335503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02502622,"about_ca_system_score_gemma":0.02829149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03094628,"about_ca_topic_score_gemma":0.04418285,"domain_scores_codex":[0.9880752,0.002722064,0.0007068653,0.0005652116,0.005961768,0.001968857],"domain_scores_gemma":[0.9573595,0.02736541,0.003315102,0.001785982,0.008274931,0.001898979],"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":[0.00006157095,0.00004279841,0.005979101,0.0001892073,0.0000212643,0.0001088298,0.001736127,0.001534515,0.0004950195,0.9589924,0.005919522,0.0249197],"study_design_scores_gemma":[0.00005266273,0.0001502147,0.05064468,0.002169532,0.0001364171,0.0002332696,0.0132388,0.005212532,0.003987406,0.3126401,0.611398,0.0001363829],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2726833,0.01114646,0.007114229,0.1106651,0.0003170548,0.0002478537,0.002571567,0.00008692672,0.5951675],"genre_scores_gemma":[0.9649065,0.004917972,0.005230496,0.005559466,0.000126301,0.0001636778,0.000461072,0.00005831337,0.01857626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03094628,"threshold_uncertainty_score":0.1815788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2176637474","doi":"10.1016/j.ecoser.2015.11.010","title":"Payment for Ecosystem Services (PES) in Latin America: Analysing the performance of 40 case studies","year":2015,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":293,"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":"Seventh Framework Programme; European Commission","keywords":"Ecosystem services; Incentive; Payment; Payment for ecosystem services; Outcome (game theory); Set (abstract data type); Business; Environmental resource management; Best practice; Environmental economics; Economics; Ecosystem; Computer science; Ecology; Finance; Microeconomics","authors":[{"name":"Nelson Grima","is_ca":false},{"name":"Simron Jit Singh","is_ca":true},{"name":"Barbara Smetschka","is_ca":false},{"name":"Lisa Ringhofer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02606813861057419,"gpt":0.2371466616705754,"spread":0.2110785230600012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006809967,0.0003809299,0.0004063712,0.002788507,0.001549294,0.002306617,0.0009475843,0.001229687,0.002425456],"category_scores_gemma":[0.02646525,0.0002180081,0.0004370591,0.008976813,0.001495722,0.001755132,0.001932223,0.0006797969,0.0001399405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006983195,"about_ca_system_score_gemma":0.002686532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07186777,"about_ca_topic_score_gemma":0.08094709,"domain_scores_codex":[0.9966084,0.002106643,0.0001922506,0.0001564235,0.000418296,0.0005180915],"domain_scores_gemma":[0.9758431,0.0180673,0.002186087,0.0009021772,0.002171556,0.0008298664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001121732,0.001149786,0.8621308,0.0006605317,0.0003317124,0.004568332,0.01787784,0.01271485,0.0009831983,0.01996225,0.003574078,0.07492486],"study_design_scores_gemma":[0.0001532046,0.0004910646,0.8742906,0.0006605741,0.0003124211,0.002013182,0.07751755,0.01355265,0.001183039,0.004205827,0.02555648,0.00006339735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924452,0.0005416726,0.0002062854,0.0003106498,0.000004056524,0.00003549298,0.0001768556,0.000005140364,0.006274785],"genre_scores_gemma":[0.9983397,0.0004282895,0.0003715857,0.00004391439,0.000003776781,0.00004425814,0.0002321025,0.000005784835,0.000530528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07186777,"threshold_uncertainty_score":0.1428989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796283072","doi":"10.1016/j.ecoser.2018.02.017","title":"The role of socio-economic factors in planning and managing urban ecosystem services","year":2018,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":216,"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":"Ecosystem services; Operationalization; Business; Urban ecosystem; Environmental planning; Environmental resource management; Urban planning; Service (business); Ecosystem; Geography; Urbanization; Economic growth; Economics; Ecology; Marketing","authors":[{"name":"Marit L. Wilkerson","is_ca":false},{"name":"Matthew G. E. Mitchell","is_ca":true},{"name":"Danielle F. Shanahan","is_ca":false},{"name":"Kerrie A. Wilson","is_ca":false},{"name":"Christopher D. Ives","is_ca":false},{"name":"Catherine E. Lovelock","is_ca":false},{"name":"Jonathan R. Rhodes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0045781752971417,"gpt":0.1963267388942301,"spread":0.1917485635970884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002008671,0.0003912426,0.0003435939,0.001513998,0.002056946,0.006403144,0.0006365233,0.0007734229,0.003773493],"category_scores_gemma":[0.004602797,0.0003742292,0.0003630985,0.002042883,0.00387093,0.003661139,0.003248394,0.001189149,0.0004510607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005137383,"about_ca_system_score_gemma":0.006479969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03566254,"about_ca_topic_score_gemma":0.1206632,"domain_scores_codex":[0.9988126,0.0006434445,0.00005838151,0.00007665262,0.0002125638,0.0001964537],"domain_scores_gemma":[0.9978845,0.0008470675,0.0003502876,0.00008947118,0.0003479325,0.0004807321],"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":[0.00007636379,0.0003339396,0.1850203,0.0008937172,0.0003293628,0.000840023,0.008205459,0.09541353,0.001968086,0.5562652,0.009085796,0.1415682],"study_design_scores_gemma":[0.00002515617,0.0001539932,0.1834,0.001062447,0.0001727094,0.0002154729,0.0389013,0.05035358,0.001455965,0.5831988,0.1408194,0.0002411427],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5433919,0.009676726,0.09392887,0.0350307,0.0002972477,0.0005715821,0.001146248,0.0001385893,0.3158182],"genre_scores_gemma":[0.9831062,0.003158874,0.01083231,0.0003779194,0.00004891416,0.0000747536,0.00009215534,0.00002407069,0.002284803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03566254,"threshold_uncertainty_score":0.07090992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392438722","doi":"10.1016/j.ecoser.2024.101606","title":"Economic values for ecosystem services: A global synthesis and way forward","year":2024,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":153,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"Joint Research Centre; Ministerie van Landbouw, Natuur en Voedselkwaliteit; Department for Environment, Food and Rural Affairs, UK Government; Universidad de Buenos Aires; European Commission; Deutsche Gesellschaft für Internationale Zusammenarbeit; Umweltbundesamt","keywords":"Ecosystem services; Biome; Valuation (finance); Recreation; Ecosystem; Millennium Ecosystem Assessment; Environmental resource management; Geography; Context (archaeology); Natural resource economics; Ecology; Economics; Accounting","authors":[{"name":"Luke Brander","is_ca":false},{"name":"R.S. de Groot","is_ca":false},{"name":"Jan Philipp Schägner","is_ca":false},{"name":"V. Guisado-Goñi","is_ca":false},{"name":"V. van 't Hoff","is_ca":false},{"name":"S. Solomonides","is_ca":false},{"name":"Alistair McVittie","is_ca":false},{"name":"Florian V. Eppink","is_ca":false},{"name":"Matteo Sposato","is_ca":false},{"name":"Huu-Luat Do","is_ca":false},{"name":"Andrea Ghermandi","is_ca":false},{"name":"Michael Sinclair","is_ca":false},{"name":"Richard J. Thomas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005659269803666877,"gpt":0.2138189204859998,"spread":0.2081596506823329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01886674,0.002504041,0.003642439,0.02842974,0.000882347,0.008320794,0.001346537,0.001843984,0.007564476],"category_scores_gemma":[0.03120764,0.0008071701,0.002265168,0.04615324,0.00289358,0.01257488,0.006056442,0.004295976,0.0009003716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007575724,"about_ca_system_score_gemma":0.005775409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009069867,"about_ca_topic_score_gemma":0.008068347,"domain_scores_codex":[0.995159,0.001695638,0.0009548592,0.0007666983,0.001187841,0.0002359656],"domain_scores_gemma":[0.9741286,0.01853852,0.0018922,0.001668963,0.003297114,0.0004746592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001991346,0.00005346582,0.005666261,0.04000783,0.001736408,0.0001559895,0.002361106,0.005813903,0.0004863839,0.1968034,0.06114923,0.6855668],"study_design_scores_gemma":[0.00002595889,0.0001068064,0.02113857,0.0772947,0.00109452,0.0003008369,0.003004884,0.001448965,0.0005184569,0.1689692,0.7259566,0.0001406142],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005303764,0.9303774,0.01377879,0.02703838,0.002614652,0.00006715247,0.007375643,0.0000785342,0.01336569],"genre_scores_gemma":[0.0777157,0.8902038,0.01908449,0.004552801,0.001878358,0.0002524885,0.005274921,0.000123084,0.0009143407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02842974,"threshold_uncertainty_score":0.09977812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060071878","doi":"10.1016/j.ecoser.2014.12.003","title":"Fisheries, tourism, and marine protected areas: Conflicting or synergistic interactions?","year":2015,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":107,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre","keywords":"Fishing; Tourism; Fishery; Business; Wildlife; Marine protected area; Wildlife tourism; Ecosystem services; Marine conservation; Fisheries management; Population; Natural resource economics; Ecotourism; Overfishing; Environmental resource management; Geography; Ecosystem; Ecology; Environmental science; Economics; Habitat","authors":[{"name":"Priscila F. M. Lopes","is_ca":false},{"name":"S. Pacheco","is_ca":false},{"name":"Mariana Clauzet","is_ca":false},{"name":"Renato Azevedo Matias Silvano","is_ca":false},{"name":"Alpina Begossi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02058412477224762,"gpt":0.2362978346129171,"spread":0.2157137098406695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008415433,0.0009377188,0.001498047,0.002815627,0.001510261,0.005929959,0.002054726,0.003666077,0.01402516],"category_scores_gemma":[0.01903484,0.001322809,0.001210567,0.003569219,0.003117675,0.005631181,0.004778031,0.002176001,0.0008811812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008261915,"about_ca_system_score_gemma":0.00175465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007965797,"about_ca_topic_score_gemma":0.02109745,"domain_scores_codex":[0.9940472,0.003997889,0.0002257062,0.0006281444,0.0005412197,0.0005598331],"domain_scores_gemma":[0.96089,0.02704228,0.005202129,0.0009372823,0.001936795,0.003991563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00177563,0.000862835,0.8345386,0.001296569,0.005229236,0.0008408232,0.004654546,0.001333109,0.002156033,0.02452463,0.0055532,0.1172348],"study_design_scores_gemma":[0.0001892807,0.0004205331,0.945612,0.001213897,0.002607729,0.0006656037,0.01592837,0.002364054,0.000250831,0.02408058,0.006539273,0.0001279305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8362953,0.0968606,0.002735392,0.03266852,0.0006110162,0.00006963293,0.0009046012,0.00005383023,0.02980109],"genre_scores_gemma":[0.987343,0.008046316,0.001120154,0.001560727,0.0003918289,0.00003235263,0.0001377884,0.00001433312,0.001353536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01402516,"threshold_uncertainty_score":0.04691881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2497774613","doi":"10.1016/j.ecoser.2016.06.005","title":"The flow regulation services of wetlands","year":2016,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":90,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wetland; Ecosystem services; Groundwater recharge; Environmental science; Flood myth; Hydrology (agriculture); Surface runoff; Streamflow; Ecosystem; Water resource management; Ecology; Groundwater; Geography; Drainage basin; Aquifer; Geology","authors":[{"name":"Andrew N. Kadykalo","is_ca":true},{"name":"C. Scott Findlay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00363170777018452,"gpt":0.180271613575403,"spread":0.1766399058052185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005451067,0.0001309883,0.0001270147,0.0009828568,0.0004990465,0.001213189,0.000197725,0.0001985093,0.002696195],"category_scores_gemma":[0.002291387,0.00007595096,0.0001492812,0.00151847,0.0009418906,0.001270235,0.0006433336,0.000209569,0.0001100756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475631,"about_ca_system_score_gemma":0.001943861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0378176,"about_ca_topic_score_gemma":0.07910158,"domain_scores_codex":[0.9996775,0.0001251826,0.00001151473,0.00002732028,0.00009606636,0.00006235302],"domain_scores_gemma":[0.9991651,0.0002920733,0.0001763497,0.00008576127,0.0001368787,0.0001438467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002569873,0.0001301795,0.4197333,0.0001612926,0.0001395179,0.0002929759,0.003398238,0.007834701,0.006303725,0.2916429,0.006654512,0.2634517],"study_design_scores_gemma":[0.00001876693,0.00006917655,0.8559828,0.00008243296,0.00007487689,0.0003000782,0.003878218,0.01222074,0.00157604,0.09246819,0.03330489,0.00002371659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344383,0.001925755,0.004109243,0.002299059,0.00002993619,0.00001407608,0.000592476,0.00004231926,0.05654877],"genre_scores_gemma":[0.9976705,0.0004617104,0.0004206125,0.00004089217,0.00001789622,0.000004699571,0.00005656471,0.000005271196,0.001321923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0378176,"threshold_uncertainty_score":0.07519495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3040415562","doi":"10.1016/j.ecoser.2020.101143","title":"Mountain farmland protection and fire-smart management jointly reduce fire hazard and enhance biodiversity and carbon sequestration","year":2020,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"European Social Fund; Fundação para a Ciência e a Tecnologia; Interreg; Xunta de Galicia; Ministerio de Ciencia e Innovación; Ministerstwo Edukacji i Nauki","keywords":"Ecosystem services; Biodiversity; Environmental resource management; Carbon sequestration; Fire protection; Environmental science; Fire regime; Ecosystem; Habitat; Land use; Geography; Environmental protection; Ecology; Engineering; Civil engineering","authors":[{"name":"Silvana Pais","is_ca":false},{"name":"Núria Aquilué","is_ca":true},{"name":"João C. Campos","is_ca":false},{"name":"Ângelo Sil","is_ca":false},{"name":"Bruno Marcos","is_ca":false},{"name":"Fernando Martínez‐Freiría","is_ca":false},{"name":"Jesús Domínguez","is_ca":false},{"name":"João P. Honrado","is_ca":false},{"name":"Adrián Regos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007804209900247796,"gpt":0.1888625949887595,"spread":0.1810583850885117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003187833,0.0002880226,0.0002272753,0.0002364591,0.0003020738,0.0008100426,0.0003685074,0.0005382567,0.002337605],"category_scores_gemma":[0.0003803275,0.00009865203,0.0003928269,0.0002658356,0.0002457352,0.000490841,0.0004320531,0.0002122894,0.0001112393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005017082,"about_ca_system_score_gemma":0.0006006257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01698139,"about_ca_topic_score_gemma":0.03637794,"domain_scores_codex":[0.999898,0.00004145253,0.000003686409,0.00001348258,0.000007737815,0.00003565419],"domain_scores_gemma":[0.999903,0.00002466394,0.00002535495,0.000009671036,0.000009305291,0.00002802464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001989528,0.0002622226,0.07839765,0.0001030072,0.0002018984,0.0002730756,0.0001517,0.8902637,0.00423842,0.004751035,0.0006697059,0.02048868],"study_design_scores_gemma":[0.000143749,0.0004968572,0.1642973,0.00006235801,0.0001801602,0.000196651,0.001201707,0.8194979,0.001567669,0.006378337,0.00593574,0.00004157665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891087,0.0001358393,0.005786194,0.0001127986,0.000009490792,0.00001931905,0.0002280968,0.00004596308,0.004553665],"genre_scores_gemma":[0.997477,0.00007561241,0.001806794,0.00001342589,0.000002157177,0.00001197855,0.00008077767,0.000004853343,0.0005274219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01698139,"threshold_uncertainty_score":0.03376508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2988925142","doi":"10.1016/j.ecoser.2019.101045","title":"Coupling scenarios of climate and land-use change with assessments of potential ecosystem services at the river basin scale","year":2019,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":87,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European Regional Development Fund; Centro Euro-Mediterraneo sui Cambiamenti Climatici; Generalitat de Catalunya; Advanced Research Projects Agency - Energy; Canadian Institute for Advanced Research","keywords":"Ecosystem services; Environmental science; Climate change; Evapotranspiration; Ecosystem; Sustainability; Environmental resource management; Land use; Water resources; Land use, land-use change and forestry; Water resource management; Hydrology (agriculture); Ecology","authors":[{"name":"Hung Vuong Pham","is_ca":false},{"name":"Anna Sperotto","is_ca":false},{"name":"Silvia Torresan","is_ca":false},{"name":"Vicenç Acuña","is_ca":false},{"name":"Dídac Jordà-Capdevila","is_ca":false},{"name":"Guido Rianna","is_ca":false},{"name":"Antonio Marcomini","is_ca":false},{"name":"Andrea Critto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007246223783788857,"gpt":0.2064334357748707,"spread":0.1991872119910819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00488564,0.0007552987,0.0005389616,0.0008509208,0.0005470075,0.001863073,0.001292397,0.002132052,0.003084333],"category_scores_gemma":[0.009758514,0.000527154,0.0008733677,0.001408046,0.0006716854,0.002535196,0.001082438,0.001391885,0.0001896941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003481864,"about_ca_system_score_gemma":0.001951321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02205743,"about_ca_topic_score_gemma":0.02430334,"domain_scores_codex":[0.9980009,0.001382778,0.00007460422,0.0002214932,0.0001379926,0.0001822449],"domain_scores_gemma":[0.9944747,0.004084306,0.0003823239,0.0003380515,0.0003670799,0.0003535688],"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":[0.000245264,0.0001669164,0.007001004,0.00004153701,0.0001317303,0.00009206227,0.00004702148,0.9859347,0.000778319,0.00286661,0.0003724688,0.002322365],"study_design_scores_gemma":[0.0001177675,0.0002398325,0.01092032,0.00001614083,0.00008371187,0.00002404438,0.0002617674,0.972964,0.0008455277,0.01357768,0.0008967441,0.00005236037],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702414,0.0001044851,0.01651007,0.001340375,0.00008758212,0.0002238314,0.001617795,0.0001612862,0.009713142],"genre_scores_gemma":[0.9964199,0.00004285384,0.00274109,0.00007970316,0.000006570358,0.00007302904,0.0002851641,0.00001476437,0.0003369289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02205743,"threshold_uncertainty_score":0.04385805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1173137460","doi":"10.1016/j.ecoser.2015.07.004","title":"Value and provision of ecosystem services from prairie wetlands: A choice experiment approach","year":2015,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":84,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Wetland; Ecosystem services; Ecosystem; Wildlife; Business; Environmental resource management; Value (mathematics); Willingness to pay; Habitat; Wetland conservation; Natural resource economics; Environmental science; Environmental planning; Ecology; Economics","authors":[{"name":"Vitor Fonseca Machado Beling Dias","is_ca":true},{"name":"Ken Belcher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05425134523271538,"gpt":0.2140267979001806,"spread":0.1597754526674652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0152672,0.001734959,0.001608601,0.0007947243,0.000911543,0.002785882,0.00206575,0.003637953,0.007623461],"category_scores_gemma":[0.030105,0.0009638003,0.001549448,0.0006848458,0.003973078,0.003534239,0.001707988,0.00294963,0.0004580111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001895424,"about_ca_system_score_gemma":0.001428521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182417,"about_ca_topic_score_gemma":0.001779372,"domain_scores_codex":[0.9916989,0.005877004,0.0003337238,0.0009417332,0.0006240518,0.0005245786],"domain_scores_gemma":[0.9450737,0.04654002,0.003135966,0.003099588,0.0005889885,0.001561749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3825903,0.1967948,0.085218,0.002015016,0.004923827,0.001248103,0.003503116,0.1017163,0.0768026,0.09298183,0.001492131,0.05071394],"study_design_scores_gemma":[0.04691613,0.2511204,0.08903459,0.0001774833,0.005313644,0.0007102902,0.001867621,0.3918824,0.04036246,0.1658652,0.005874257,0.000875657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939193,0.0000390949,0.004026052,0.0001498026,0.00004244217,0.0004235347,0.0001620482,0.00001014406,0.001227728],"genre_scores_gemma":[0.9889156,0.00009678311,0.007283594,0.0001005572,0.0000596694,0.001110355,0.000134847,0.00001057995,0.002288103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0152672,"threshold_uncertainty_score":0.08074158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016394465","doi":"10.1016/j.ecoser.2014.08.008","title":"Recasting payments for ecosystem services (PES) in water resource management: A novel institutional approach","year":2014,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":80,"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":"Ecosystem services; Business; Corporate governance; Payment; Watershed management; Goods and services; Watershed; Environmental resource management; Ecosystem management; Payment for ecosystem services; Common-pool resource; Nexus (standard); Environmental economics; Economics; Ecosystem; Ecology; Computer science; Microeconomics; Finance","authors":[{"name":"Vijay Kolinjivadi","is_ca":true},{"name":"Jan Adamowski","is_ca":true},{"name":"Nicolás Kosoy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009963836997966142,"gpt":0.1804120735416817,"spread":0.1704482365437155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01144748,0.0006625569,0.0009934315,0.001835802,0.003136739,0.01328899,0.003715815,0.007232665,0.009729293],"category_scores_gemma":[0.03284599,0.0006867494,0.001337187,0.00256388,0.01086564,0.02233511,0.00590589,0.006979981,0.0008989868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004545488,"about_ca_system_score_gemma":0.006154205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003305374,"about_ca_topic_score_gemma":0.004220569,"domain_scores_codex":[0.991029,0.004632647,0.0005826108,0.001318968,0.001625599,0.0008110127],"domain_scores_gemma":[0.9840589,0.008687104,0.001739601,0.00363625,0.001332404,0.0005458017],"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":[0.000009062919,0.0000301784,0.0001839571,0.00001339376,0.000006525772,0.00003934666,0.000146979,0.002483293,0.00015231,0.989311,0.0005213195,0.007102597],"study_design_scores_gemma":[0.00001536138,0.00002391133,0.000210842,0.0000294709,0.00001940191,0.00005235959,0.0002266412,0.01076713,0.0003350597,0.9826868,0.005606327,0.00002665543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09140884,0.0008375782,0.6905476,0.02994768,0.0008266865,0.000328023,0.0003104151,0.0004831889,0.1853099],"genre_scores_gemma":[0.9065713,0.0005052182,0.0774833,0.000928923,0.0005098065,0.0002679608,0.00006247534,0.0001666196,0.01350444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01328899,"threshold_uncertainty_score":0.06054085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159580374","doi":"10.1016/j.ecoser.2021.101282","title":"The importance of protected areas and Indigenous lands in securing ecosystem services and biodiversity in the Cerrado","year":2021,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université Laval","funders":"Ministério da Ciência, Tecnologia, Inovações e Comunicações; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; Fundação de Amparo à Pesquisa do Estado de Goiás; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Ecosystem services; Biodiversity; Indigenous; Ecosystem; Agroforestry; Geography; Environmental resource management; Environmental planning; Environmental protection; Ecology; Environmental science; Biology","authors":[{"name":"Fernando M. Resende","is_ca":false},{"name":"Jérôme Cimon-Morin","is_ca":true},{"name":"Monique Poulin","is_ca":true},{"name":"Leila Meyer","is_ca":false},{"name":"Daiany Caroline Joner","is_ca":false},{"name":"Rafael Loyola","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005930790585707673,"gpt":0.1715864615145633,"spread":0.1656556709288556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007905681,0.0001286779,0.0001473996,0.0007794329,0.0005386478,0.0009910786,0.000342838,0.0002646513,0.001145891],"category_scores_gemma":[0.001877439,0.00006264266,0.0001089573,0.000826536,0.001390547,0.000605498,0.001016129,0.0003114936,0.00003396627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373228,"about_ca_system_score_gemma":0.001074914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05075705,"about_ca_topic_score_gemma":0.1763843,"domain_scores_codex":[0.9996529,0.0001098135,0.00001712012,0.00004350498,0.00005792148,0.0001187074],"domain_scores_gemma":[0.9993284,0.0002393631,0.0002062924,0.00003958638,0.00007822989,0.0001081008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003544633,0.0001331989,0.8258865,0.0002927611,0.0001003971,0.0007978125,0.003906528,0.002400284,0.001163308,0.02194591,0.001178828,0.14184],"study_design_scores_gemma":[0.000007010814,0.00003247099,0.9854054,0.00009718243,0.0000430932,0.0003162687,0.005575661,0.0007760827,0.0001670796,0.001439212,0.00613167,0.000008867039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844184,0.001890368,0.00007409322,0.0006622409,0.00001405117,0.000003801578,0.00006369218,0.000002402932,0.0128709],"genre_scores_gemma":[0.9991776,0.0003017413,0.0001033212,0.00002198352,0.000008386123,0.000001195107,0.00001840405,0.000001426362,0.0003659654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05075705,"threshold_uncertainty_score":0.1009232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320527591","doi":"10.1016/j.ecoser.2022.101506","title":"Modelling the net environmental and economic impacts of urban nature-based solutions by combining ecosystem services, system dynamics and life cycle thinking: An application to urban forests","year":2023,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca; European Commission; Horizon 2020; Fonds National de la Recherche Luxembourg; Dipartimenti di Eccellenza","keywords":"Ecosystem services; Externality; Life-cycle assessment; Dynamism; Environmental economics; Urban ecosystem; Environmental resource management; Environmental impact assessment; System dynamics; Urban planning; Computer science; Environmental science; Ecosystem; Economics; Engineering; Production (economics); Ecology; Civil engineering","authors":[{"name":"Javier Babí Almenar","is_ca":false},{"name":"Claudio Petucco","is_ca":false},{"name":"Guido Sonnemann","is_ca":false},{"name":"Davide Geneletti","is_ca":false},{"name":"Thomas Elliot","is_ca":true},{"name":"Benedetto Rugani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004525183863426581,"gpt":0.1888103222232375,"spread":0.184285138359811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000648406,0.0007242651,0.0004204391,0.0005539419,0.0003478046,0.001425475,0.0009775553,0.001142038,0.001941499],"category_scores_gemma":[0.0007651231,0.0002944115,0.0008709199,0.0008492525,0.0005821136,0.0009577241,0.001025935,0.0005523562,0.0001761939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001858322,"about_ca_system_score_gemma":0.001886694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02557787,"about_ca_topic_score_gemma":0.02432427,"domain_scores_codex":[0.9997669,0.0000929907,0.00000769433,0.00003387576,0.00005396537,0.00004456759],"domain_scores_gemma":[0.999594,0.0002518968,0.00004651017,0.00002376495,0.00005486649,0.00002899434],"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":[0.00001116598,0.00002527317,0.0008288836,0.00003789747,0.000009013412,0.00005185188,0.00004170733,0.9869317,0.0005866457,0.006992542,0.0001165863,0.00436666],"study_design_scores_gemma":[0.000007625657,0.00002770629,0.0004629868,0.00001545994,0.00001110212,0.00002171432,0.00008976478,0.9918591,0.0003827996,0.005301864,0.001811071,0.000008821266],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3400166,0.001083384,0.6167144,0.0008082252,0.00007383357,0.0002797438,0.0007383167,0.0003577264,0.03992765],"genre_scores_gemma":[0.9065076,0.0007312954,0.08702521,0.00005229758,0.00001457137,0.0001879289,0.0002003171,0.00008283889,0.005197871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02557787,"threshold_uncertainty_score":0.05085796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789459646","doi":"10.1016/j.ecoser.2018.01.002","title":"Participatory mapping of ecosystem services to understand stakeholders’ perceptions of the future of the Mactaquac Dam, Canada","year":2018,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Ecosystem services; Citizen journalism; Environmental resource management; Downstream (manufacturing); Ecosystem; Distribution (mathematics); Service (business); Business; Environmental planning; Geography; Ecology; Environmental science; Political science","authors":[{"name":"Kate Reilly","is_ca":true},{"name":"Jan Adamowski","is_ca":true},{"name":"Kimberly John","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02302077881661671,"gpt":0.2128608135801362,"spread":0.1898400347635195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005903324,0.0004262672,0.0002675797,0.001300802,0.009360314,0.001736908,0.00102951,0.0004093739,0.003035416],"category_scores_gemma":[0.006943135,0.0002420818,0.0002980389,0.001981422,0.002101133,0.0009499264,0.002964558,0.0007896157,0.0001253475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02776994,"about_ca_system_score_gemma":0.05993981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9378951,"about_ca_topic_score_gemma":0.9809495,"domain_scores_codex":[0.9972511,0.00126195,0.00006350275,0.000233016,0.0006193611,0.0005710563],"domain_scores_gemma":[0.9941537,0.001689664,0.0003934562,0.0003395455,0.002651957,0.0007716612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004544999,0.0004133549,0.2509604,0.0007270091,0.00009102147,0.002356807,0.5516827,0.004060546,0.009494996,0.00808556,0.01379059,0.1578825],"study_design_scores_gemma":[0.00006521455,0.0002281668,0.2629525,0.0004278621,0.00004376808,0.0001889046,0.6512147,0.006694368,0.002500384,0.004609681,0.07092516,0.0001493121],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643084,0.000297195,0.00549803,0.002149931,0.00002548764,0.0009349275,0.0009616895,0.00004355885,0.02578063],"genre_scores_gemma":[0.987466,0.0001714028,0.008782544,0.0001730566,0.00000270156,0.0005483691,0.000225975,0.000009166976,0.00262068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06210488,"threshold_uncertainty_score":0.2014859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914571830","doi":"10.1016/j.ecoser.2019.100897","title":"A dynamic eco-compensation standard for Hani Rice Terraces System in southwest China","year":2019,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Guelph","keywords":"China; Geography; Compensation (psychology); Agroforestry; Environmental science; Archaeology","authors":[{"name":"Moucheng Liu","is_ca":false},{"name":"Weiwei Liu","is_ca":false},{"name":"Lun Yang","is_ca":false},{"name":"Wenjun Jiao","is_ca":false},{"name":"Siyuan He","is_ca":false},{"name":"Qingwen Min","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003531147463068936,"gpt":0.1983550092115936,"spread":0.1948238617485246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001288938,0.0002610094,0.0002102897,0.001512329,0.001077733,0.000895285,0.000970428,0.0003816639,0.002042124],"category_scores_gemma":[0.001205876,0.000148386,0.0002282935,0.001482449,0.000386339,0.0008317687,0.0006998939,0.0002179811,0.0002146471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003734519,"about_ca_system_score_gemma":0.005108373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1679041,"about_ca_topic_score_gemma":0.2102777,"domain_scores_codex":[0.9990159,0.0001112569,0.0001145857,0.0001797853,0.0003927619,0.0001856792],"domain_scores_gemma":[0.9985899,0.00005233361,0.0001448374,0.0001517817,0.0009364878,0.0001245382],"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":[0.0004586618,0.0003470776,0.6923134,0.0002296284,0.0001197937,0.0008658618,0.002101392,0.06939051,0.02493981,0.02097993,0.02159054,0.1666633],"study_design_scores_gemma":[0.00005955908,0.0001460653,0.8065265,0.00004954083,0.0000841084,0.0002467267,0.004553412,0.1498587,0.005242514,0.004679423,0.02846902,0.00008443525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693607,0.0001396611,0.0121707,0.0003270226,0.00003168912,0.00020103,0.002427046,0.0002978299,0.01504431],"genre_scores_gemma":[0.9894071,0.00003342047,0.005687288,0.00003579351,0.000005407733,0.00006956224,0.00194758,0.00001868047,0.002795047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1679041,"threshold_uncertainty_score":0.3338537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794291646","doi":"10.1016/j.ecoser.2018.02.014","title":"Ecosystem services in life cycle assessment: A synthesis of knowledge and recommendations for biofuels","year":2018,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; University of Alberta","funders":"U.S. Environmental Protection Agency","keywords":"Life-cycle assessment; Biofuel; Ecosystem services; Context (archaeology); Production (economics); Environmental impact assessment; Environmental resource management; Computer science; Conceptual model; Environmental economics; Risk analysis (engineering); Business; Environmental science; Ecosystem; Engineering; Ecology; Economics","authors":[{"name":"Danielle Maia de Souza","is_ca":true},{"name":"Gabriela Russo Lopes","is_ca":false},{"name":"Karin Hansen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0105404210227463,"gpt":0.256675394325008,"spread":0.2461349733022617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02124724,0.002354766,0.003373371,0.009128052,0.001267583,0.005456622,0.003426835,0.002945418,0.004469093],"category_scores_gemma":[0.0324577,0.0005536125,0.00235158,0.009248589,0.002248491,0.00664503,0.003553544,0.004008448,0.0006951083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008289183,"about_ca_system_score_gemma":0.01065576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05266859,"about_ca_topic_score_gemma":0.08712371,"domain_scores_codex":[0.9966563,0.001094147,0.0005545256,0.0003836995,0.001106926,0.000204391],"domain_scores_gemma":[0.9691253,0.0209164,0.002119582,0.0008538807,0.006053524,0.0009313867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000269492,0.0002702386,0.01182956,0.02107183,0.001378747,0.0001767056,0.0009008425,0.01464378,0.001014552,0.04527654,0.03512751,0.8680402],"study_design_scores_gemma":[0.0001547189,0.0003039362,0.02506953,0.09354537,0.004771635,0.0003726612,0.004042753,0.02778231,0.002846928,0.3313259,0.5094241,0.0003601963],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01058387,0.8802071,0.02611618,0.07075028,0.001730956,0.0001510402,0.001957155,0.000161681,0.008341806],"genre_scores_gemma":[0.1581562,0.7645695,0.06250016,0.01006704,0.001367411,0.000303292,0.00153353,0.0001087367,0.001394133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05266859,"threshold_uncertainty_score":0.1123675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283363278","doi":"10.1016/j.ecoser.2022.101417","title":"A systematic literature review of non-market valuation of Indigenous peoples’ values: Current knowledge, best-practice and framing questions for future research","year":2022,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Framing (construction); Valuation (finance); Indigenous; Sociology; Positive economics; Social science; Economics; Geography; Ecology; Accounting; Biology","authors":[{"name":"Ana Manero","is_ca":false},{"name":"Katherine Selena Taylor","is_ca":false},{"name":"William Nikolakis","is_ca":true},{"name":"Wiktor Adamowicz","is_ca":true},{"name":"Virginia Marshall","is_ca":false},{"name":"Alaya Spencer‐Cotton","is_ca":false},{"name":"Nhat Mai Nguyen","is_ca":false},{"name":"R. Quentin Grafton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05272988269103057,"gpt":0.3102506816299264,"spread":0.2575207989388958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07184475,0.001647177,0.007135809,0.02199191,0.001928648,0.006956472,0.003336555,0.003754331,0.004510101],"category_scores_gemma":[0.2465296,0.001761685,0.006821577,0.02037308,0.003781293,0.01002058,0.004107436,0.002939666,0.0005391303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01065351,"about_ca_system_score_gemma":0.05393372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232874,"about_ca_topic_score_gemma":0.0384431,"domain_scores_codex":[0.9367511,0.03195614,0.01767272,0.003501773,0.008802026,0.001316315],"domain_scores_gemma":[0.7110073,0.2385985,0.02311762,0.005201021,0.02059007,0.001485489],"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":[0.00009919227,0.00002446566,0.001298663,0.8910462,0.003243993,0.0001901805,0.002608467,0.0001757616,0.0001867699,0.003190736,0.004185092,0.09375058],"study_design_scores_gemma":[0.00003696878,0.00004736747,0.001560017,0.9712106,0.006792817,0.0001551984,0.001508331,0.00007648387,0.0001016728,0.00168258,0.01679968,0.00002825402],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002006433,0.9909388,0.001149257,0.003312893,0.0004683749,0.0006685545,0.0003540206,0.00001499962,0.001086565],"genre_scores_gemma":[0.03478778,0.9550998,0.004806377,0.002566608,0.0002417152,0.001911794,0.0003485316,0.00001593268,0.0002215199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07184475,"threshold_uncertainty_score":0.3799559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083719291","doi":"10.1016/j.ecoser.2014.11.007","title":"Measuring indicators of ocean health for an island nation: The ocean health index for Fiji","year":2015,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":44,"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":"Recreation; Geography; Index (typography); Context (archaeology); Environmental resource management; Tourism; Portfolio; Stock assessment; Regional science; Natural resource economics; Environmental planning; Business; Fishery; Environmental science; Economics; Ecology; Computer science","authors":[{"name":"Elizabeth R. Selig","is_ca":false},{"name":"Melanie Frazier","is_ca":false},{"name":"Jennifer K. O’Leary","is_ca":false},{"name":"Stacy D. Jupiter","is_ca":false},{"name":"Benjamin S. Halpern","is_ca":false},{"name":"Catherine Longo","is_ca":false},{"name":"Kristin L. Kleisner","is_ca":true},{"name":"Loraini Sivo","is_ca":false},{"name":"Marla Ranelletti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04605320506876302,"gpt":0.2646928344411121,"spread":0.2186396293723491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001715329,0.0007013836,0.000316833,0.002458978,0.0005373639,0.000655997,0.0005723973,0.000424565,0.0007769357],"category_scores_gemma":[0.00309776,0.000184833,0.0005833516,0.003761644,0.0003744694,0.0007624988,0.001479026,0.0007903384,0.0001360431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339339,"about_ca_system_score_gemma":0.002000543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1044067,"about_ca_topic_score_gemma":0.1720021,"domain_scores_codex":[0.999638,0.00009012553,0.00005257202,0.0000392222,0.0001091861,0.00007093281],"domain_scores_gemma":[0.9984944,0.0001436806,0.000543642,0.000108643,0.0004617726,0.0002479472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005408689,0.00004739784,0.9801815,0.0000765021,0.0001539022,0.00003146423,0.0004583434,0.0003147043,0.0004433497,0.0001980296,0.002457777,0.01558293],"study_design_scores_gemma":[0.000004867446,0.00003855348,0.997426,0.00001845034,0.00005795748,0.00002828312,0.0004354601,0.0003888811,0.0001665055,0.00005717387,0.001368035,0.000009732797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685019,0.0007134351,0.001952111,0.0009963535,0.00006353673,0.0001584804,0.02148993,0.00005285178,0.006071252],"genre_scores_gemma":[0.9802786,0.000383213,0.00732104,0.0001133957,0.00003386317,0.0002644786,0.01086985,0.00001025991,0.0007253241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1044067,"threshold_uncertainty_score":0.2075979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129397442","doi":"10.1016/j.ecoser.2020.101235","title":"Analysis of forest-related policies for supporting ecosystem services-based forest management in Bangladesh","year":2021,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":41,"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":"Consortium of International Agricultural Research Centers; Centre for International Forestry Research; Charles Darwin University; Department for International Development, UK Government; United States Agency for International Development","keywords":"Ecosystem services; Provisioning; Forest management; Environmental resource management; Ecosystem management; Business; Natural resource management; Ecosystem valuation; Ecoforestry; Sustainable forest management; Forest ecology; Ecosystem health; Natural resource; Intact forest landscape; Ecosystem; Geography; Forestry; Ecology; Economics; Computer science","authors":[{"name":"Ronju Ahammad","is_ca":false},{"name":"Natasha Stacey","is_ca":false},{"name":"Trey Sunderland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00696324839772047,"gpt":0.2311043203857464,"spread":0.2241410719880259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006884029,0.0002595539,0.0002497444,0.003467448,0.0008886462,0.002344572,0.000533345,0.0005641564,0.002308038],"category_scores_gemma":[0.01884513,0.0001615076,0.0002639458,0.004645954,0.000764335,0.001254875,0.001047008,0.000692781,0.0001955352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01546161,"about_ca_system_score_gemma":0.01046094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04864872,"about_ca_topic_score_gemma":0.03883003,"domain_scores_codex":[0.994972,0.001566845,0.0008663467,0.0002005009,0.001651308,0.0007430194],"domain_scores_gemma":[0.9818724,0.008838021,0.003692134,0.0005047047,0.004467832,0.0006248464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006814125,0.0004631036,0.667362,0.004808221,0.0002749217,0.002751674,0.02922047,0.01568614,0.009279073,0.09156778,0.007028076,0.1708771],"study_design_scores_gemma":[0.00003139814,0.0002950123,0.8641309,0.001226868,0.0001803303,0.0002758325,0.05585269,0.007297458,0.003135501,0.004218578,0.06325892,0.0000965765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609831,0.0009210162,0.0009993141,0.001952443,0.00001722067,0.0004156436,0.002303132,0.0000217449,0.03238637],"genre_scores_gemma":[0.9958718,0.0006753668,0.001145564,0.0001354004,0.000003847823,0.0001746253,0.0007563977,0.00000438405,0.00123268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04864872,"threshold_uncertainty_score":0.1121824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2741163753","doi":"10.1016/j.ecoser.2017.07.016","title":"Optimizing provision of ecosystem services using modern portfolio theory","year":2017,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of British Columbia","keywords":"Portfolio; Ecosystem services; Provisioning; Modern portfolio theory; Environmental resource management; Natural resource management; Sustainability; Payment for ecosystem services; Resource (disambiguation); Natural resource; Business; Computer science; Environmental economics; Ecosystem; Economics; Ecology; Finance","authors":[{"name":"Sergio Álvarez","is_ca":false},{"name":"Sherry L. Larkin","is_ca":false},{"name":"Andrew Ropicki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05974701862564025,"gpt":0.2290314410930875,"spread":0.1692844224674473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002705003,0.0009534167,0.001343049,0.0007778258,0.0003127234,0.002563523,0.0009583626,0.001700319,0.001796891],"category_scores_gemma":[0.01003557,0.0006685698,0.0007706283,0.00106958,0.001329034,0.004265031,0.001351108,0.001519699,0.0001540158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631289,"about_ca_system_score_gemma":0.001160607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003648754,"about_ca_topic_score_gemma":0.00227307,"domain_scores_codex":[0.9991014,0.0005084826,0.00003739248,0.0001179319,0.0001492129,0.00008559762],"domain_scores_gemma":[0.9974923,0.001841485,0.0002503878,0.0001245982,0.0001565918,0.0001345951],"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":[0.00002463383,0.00004022522,0.0009287649,0.00003838501,0.00008255718,0.00005536356,0.00003017529,0.8352726,0.0003806067,0.152442,0.0006507665,0.0100541],"study_design_scores_gemma":[0.000005927579,0.000008574812,0.0001666317,0.000004651182,0.000009825184,0.00001454556,0.000007138607,0.9080545,0.00007942693,0.09141584,0.0002274549,0.000005577694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0717329,0.001129077,0.920664,0.001202801,0.00006730788,0.00002773973,0.00007728479,0.00009072075,0.005008242],"genre_scores_gemma":[0.9161922,0.001636269,0.07390914,0.000119805,0.0001644654,0.00006819842,0.000115278,0.00007995682,0.007714654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003648754,"threshold_uncertainty_score":0.01430559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W324121168","doi":"10.1016/j.ecoser.2015.02.010","title":"Linking marine and terrestrial ecosystem services through governance social networks analysis in Central Patagonia (Argentina)","year":2015,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Comisión Nacional de Investigación Científica y Tecnológica; Universidad de Los Lagos; Norges Forskningsråd; European Commission; International Development Research Centre","keywords":"Corporate governance; Ecosystem services; Social network analysis; Environmental governance; Social network (sociolinguistics); Environmental resource management; Sociology; Ecosystem; Ecology; Economic geography; Business; Political science; Economics; Social science; Biology; Social capital","authors":[{"name":"Virginia Alonso Roldán","is_ca":false},{"name":"Sebastián Villasante","is_ca":false},{"name":"Luís Outeiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01047549557121462,"gpt":0.2131195319009758,"spread":0.2026440363297611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008326863,0.0001406766,0.0001698262,0.00126245,0.0005789538,0.000749093,0.0002706417,0.0001723833,0.001197504],"category_scores_gemma":[0.002191183,0.0001116482,0.0001002137,0.001751991,0.0006784064,0.0004873163,0.0006755766,0.0002137243,0.00005033829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002844028,"about_ca_system_score_gemma":0.001031611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1908141,"about_ca_topic_score_gemma":0.206169,"domain_scores_codex":[0.9994968,0.0002556999,0.00002036316,0.00007796227,0.00005162534,0.00009757987],"domain_scores_gemma":[0.9989986,0.0003914114,0.0002653053,0.0000374086,0.0002131404,0.00009405256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000143553,0.0001266459,0.9270974,0.0001566811,0.00007065721,0.001018087,0.02528505,0.002928145,0.001270943,0.004522967,0.001262714,0.03611724],"study_design_scores_gemma":[0.00001398595,0.00006963586,0.9645108,0.00007068,0.00003226863,0.0001263843,0.0224106,0.005634171,0.0002416913,0.0008872275,0.005993691,0.000008880113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952591,0.00009862347,0.0003765684,0.0001617432,0.000002418462,0.00003259445,0.0002137406,0.000003848431,0.003851484],"genre_scores_gemma":[0.9987291,0.00009054381,0.0004683071,0.000008978483,0.000002072969,0.00002408257,0.0001731407,0.000001358338,0.0005024259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1908141,"threshold_uncertainty_score":0.3794068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972641432","doi":"10.1016/j.ecoser.2019.100997","title":"Examining linkages between ecosystem services and social wellbeing to improve governance for coastal conservation in Jamaica","year":2019,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Livelihood; Ecosystem services; Marine protected area; Corporate governance; Provisioning; Environmental resource management; Fishing; Focus group; Geography; Environmental planning; Business; Fishery; Ecosystem; Ecology; Economics; Habitat","authors":[{"name":"Cheryl Chan","is_ca":true},{"name":"Derek Armitage","is_ca":true},{"name":"Steven M. Alexander","is_ca":true},{"name":"Donovan Campbell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009893176042687968,"gpt":0.2089061018582045,"spread":0.1990129258155166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001018191,0.0001487973,0.000135006,0.0006841913,0.001507978,0.001014763,0.0004952172,0.000315406,0.001089561],"category_scores_gemma":[0.004275512,0.0001080578,0.0001775112,0.001521657,0.00110138,0.0004847654,0.001069823,0.000771735,0.00004944716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005713398,"about_ca_system_score_gemma":0.006971479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6560408,"about_ca_topic_score_gemma":0.8858441,"domain_scores_codex":[0.99958,0.0001457718,0.00001827533,0.00005584294,0.00005617968,0.0001440094],"domain_scores_gemma":[0.9970756,0.0009313741,0.0006285001,0.0001611828,0.0004956572,0.0007077575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002070846,0.00008434548,0.993467,0.00001172703,0.0000408901,0.000109404,0.001496742,0.0002498133,0.00009293651,0.0003166929,0.0002915162,0.003818212],"study_design_scores_gemma":[0.000002957306,0.00001962568,0.9921158,0.0000153467,0.00002137437,0.00001758149,0.006756775,0.0004893121,0.00003725195,0.0001079426,0.000414118,0.000001960216],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983914,0.00005173681,0.00002961962,0.0003278094,0.000002233855,0.000005448284,0.00006108552,6.569431e-7,0.001129958],"genre_scores_gemma":[0.9994777,0.00004355742,0.0000578962,0.00003558191,0.000001636466,0.000004689586,0.0000377895,3.791056e-7,0.0003407175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6560408,"threshold_uncertainty_score":0.6919696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403914660","doi":"10.1016/j.ecoser.2024.101673","title":"A global systematic review of the cultural ecosystem services provided by wetlands","year":2024,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":30,"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":"Fundação para a Ciência e a Tecnologia; H2020 Marie Skłodowska-Curie Actions; Economic and Social Research Council; HORIZON EUROPE Framework Programme; Rhodes University; European Commission; Connecting Europe Facility; UK Research and Innovation; Horizon 2020; Environment Agency","keywords":"Ecosystem services; Wetland; Environmental resource management; Ecosystem; Geography; Natural resource economics; Environmental planning; Ecology; Environmental science; Economics; Biology","authors":[{"name":"Kevin A. Wood","is_ca":false},{"name":"Lucy L. Jupe","is_ca":false},{"name":"Francisca C. Aguiar","is_ca":false},{"name":"Alexandra Collins","is_ca":false},{"name":"Scott J. Davidson","is_ca":true},{"name":"Will Freeman","is_ca":false},{"name":"L. Owen Kirkpatrick","is_ca":false},{"name":"Tatiana Lobato‐de Magalhães","is_ca":false},{"name":"Emma McKinley","is_ca":false},{"name":"Ana Nuño","is_ca":false},{"name":"Jordi F. Pagès","is_ca":false},{"name":"Antonella Petruzzella","is_ca":false},{"name":"Dave Pritchard","is_ca":false},{"name":"Jonathan P. Reeves","is_ca":false},{"name":"Sidinei Magela Thomaz","is_ca":false},{"name":"Sara A. Thornton","is_ca":false},{"name":"Hiromi Yamashita","is_ca":false},{"name":"Julia L. Newth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004094104995150926,"gpt":0.2141954978728593,"spread":0.2101013928777083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01759992,0.001130901,0.003711611,0.02178558,0.0006314998,0.002428642,0.001275669,0.001427165,0.002522988],"category_scores_gemma":[0.06742666,0.0007593235,0.006350691,0.01924995,0.001275935,0.002280367,0.003104231,0.0009980263,0.0002141843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003568306,"about_ca_system_score_gemma":0.02145955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02388533,"about_ca_topic_score_gemma":0.09537645,"domain_scores_codex":[0.9836038,0.006227199,0.006551238,0.00114908,0.002040123,0.0004286018],"domain_scores_gemma":[0.9410296,0.0412996,0.009958404,0.001490084,0.005384977,0.0008373237],"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":[0.0003115232,0.00002239688,0.008620545,0.8624913,0.02630901,0.000219826,0.001207018,0.0002138331,0.0004877248,0.0007784333,0.005364809,0.09397357],"study_design_scores_gemma":[0.0002928142,0.000199087,0.03596991,0.8092733,0.100236,0.0004366761,0.001315469,0.0001022575,0.000274853,0.0008840672,0.05094013,0.00007539602],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008848743,0.9838099,0.0004968651,0.001346376,0.0002414801,0.0003129321,0.004157646,0.00001591881,0.0007701371],"genre_scores_gemma":[0.08885725,0.9034388,0.002637163,0.002218651,0.0001401506,0.0006664186,0.001738924,0.00001838502,0.000284239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02388533,"threshold_uncertainty_score":0.09307843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977828535","doi":"10.1016/j.ecoser.2015.02.002","title":"Evaluating changes in marine communities that provide ecosystem services through comparative assessments of community indicators","year":2015,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Fisheries and Oceans Canada; Bedford Institute of Oceanography; University of British Columbia","funders":"Instituto Español de Oceanografía; Natural Environment Research Council; Department of Science and Technology, Ministry of Science and Technology, India; National Research Foundation; University of British Columbia; Haridus- ja Teadusministeerium; Sight Research UK; Department for Environment, Food and Rural Affairs, UK Government; Department of Science and Technology, Republic of South Africa; Pew Charitable Trusts","keywords":"Provisioning; Ecosystem; Ecosystem services; Marine ecosystem; Environmental resource management; Context (archaeology); Trophic level; Ecology; Population; Geography; Ecosystem-based management; Environmental science; Biology; Computer science","authors":[{"name":"Kristin M. Kleisner","is_ca":true},{"name":"Marta Coll","is_ca":false},{"name":"Christopher P. Lynam","is_ca":false},{"name":"Alida Bundy","is_ca":true},{"name":"Lynne Shannon","is_ca":false},{"name":"Yunne‐Jai Shin","is_ca":false},{"name":"Jennifer L. Boldt","is_ca":true},{"name":"Borges Maria F.","is_ca":false},{"name":"Ibrahima Diallo","is_ca":false},{"name":"Clive Fox","is_ca":false},{"name":"Didier Gascuel","is_ca":false},{"name":"Johanna J. Heymans","is_ca":false},{"name":"Maria José Juan‐Jordá","is_ca":false},{"name":"Didier Jouffre","is_ca":false},{"name":"Scott I. Large","is_ca":false},{"name":"Kristin N. Marshall","is_ca":false},{"name":"Henn Ojaveer","is_ca":false},{"name":"Chiara Piroddi","is_ca":false},{"name":"Jorge Tam","is_ca":false},{"name":"María Ángeles Torres","is_ca":false},{"name":"Morgane Travers‐Trolet","is_ca":false},{"name":"Konstantinos Tsagarakis","is_ca":false},{"name":"Gro van der Meeren","is_ca":false},{"name":"Stephani G. Zador","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1589735289899767,"gpt":0.3827480731393825,"spread":0.2237745441494058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008581046,0.0006456129,0.0004759395,0.006039187,0.0006596904,0.001426719,0.0007740138,0.0007434648,0.0008630353],"category_scores_gemma":[0.02486864,0.0001687258,0.0006102558,0.00580202,0.0007392876,0.002924067,0.001689829,0.0005479343,0.0001125855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002335496,"about_ca_system_score_gemma":0.001604725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01694652,"about_ca_topic_score_gemma":0.03813786,"domain_scores_codex":[0.994454,0.002627842,0.0003378984,0.0005789536,0.00174234,0.0002590972],"domain_scores_gemma":[0.9850233,0.005188054,0.00501865,0.0009523614,0.003166492,0.0006511621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005794569,0.0002628964,0.9427049,0.000160168,0.001042838,0.00004711086,0.0006580114,0.004730483,0.00476133,0.00135581,0.000392584,0.0433045],"study_design_scores_gemma":[0.00002395995,0.0008912844,0.9780448,0.00005626425,0.0004379232,0.0001248244,0.001923982,0.01164062,0.003245774,0.002234058,0.001343214,0.00003328492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909381,0.0004732263,0.004792669,0.0001063453,0.00001563466,0.00006030639,0.0009348131,0.00002241666,0.002656504],"genre_scores_gemma":[0.9937556,0.0001891308,0.005247311,0.00002183967,0.000009181164,0.0000468357,0.0005641956,0.000004967929,0.0001608471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01694652,"threshold_uncertainty_score":0.04538143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390488691","doi":"10.1016/j.ecoser.2023.101592","title":"National mapping and assessment of ecosystem services projects in Europe – Participants’ experiences, state of the art and lessons learned","year":2024,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; National Research, Development and Innovation Office; Hungarian Scientific Research Fund; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Ecosystem services; State (computer science); Environmental resource management; Ecosystem; Regional science; Geography; Environmental planning; Computer science; Ecology; Economics","authors":[{"name":"Ágnes Vári","is_ca":true},{"name":"Mario V. Balzan","is_ca":false},{"name":"Kremena Gocheva","is_ca":false},{"name":"Martin Götzl","is_ca":false},{"name":"Karsten Grunewald","is_ca":false},{"name":"Miguel Inácio","is_ca":false},{"name":"Madli Linder","is_ca":false},{"name":"Grégory Obiang-Ndong","is_ca":false},{"name":"Paulo Pereira","is_ca":false},{"name":"Fernando Santos-Martín","is_ca":false},{"name":"Ina Sieber","is_ca":false},{"name":"Małgorzata Stępniewska","is_ca":false},{"name":"Eszter Tanács","is_ca":false},{"name":"Mette Termansen","is_ca":false},{"name":"Eric Tromeur","is_ca":false},{"name":"Davina Vačkářová","is_ca":false},{"name":"Bálint Czúcz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03663156008564779,"gpt":0.2868391088757856,"spread":0.2502075487901378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0364176,0.0003970715,0.0004225965,0.00081101,0.002427714,0.003114777,0.0009110208,0.0011654,0.001538031],"category_scores_gemma":[0.01788197,0.0002574619,0.0003479518,0.00194509,0.001683747,0.00343569,0.008170955,0.0008601365,0.0001911247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001955272,"about_ca_system_score_gemma":0.005013066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004817938,"about_ca_topic_score_gemma":0.004097335,"domain_scores_codex":[0.9849671,0.01037596,0.0005266549,0.0007911156,0.00175405,0.001585193],"domain_scores_gemma":[0.9905275,0.005141886,0.0007989116,0.000688576,0.001319006,0.001524125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003531011,0.0005555865,0.09256323,0.001022771,0.00009355297,0.001750201,0.5474954,0.003159951,0.004592903,0.02718317,0.01045256,0.3107775],"study_design_scores_gemma":[0.00003413339,0.0005284256,0.1343148,0.001071677,0.00003434419,0.001655372,0.5926443,0.002197173,0.003221034,0.008117073,0.2560675,0.0001142435],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767114,0.001481938,0.00301319,0.0035352,0.00004226283,0.00007979831,0.0001665522,0.00003760511,0.01493196],"genre_scores_gemma":[0.9912396,0.001015654,0.003846973,0.0002972225,0.00001296625,0.0001209485,0.0002154039,0.00002591911,0.003225339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0364176,"threshold_uncertainty_score":0.192597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2274943355","doi":"10.1016/j.ecoser.2016.01.006","title":"Towards a more structured selection process for attributes and levels in choice experiments: A study in a Belgian protected area","year":2016,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":27,"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":"","keywords":"Selection (genetic algorithm); Variety (cybernetics); Process (computing); Focus group; Qualitative research; Rigour; Computer science; Choice modelling; Protocol (science); Environmental resource management; Management science; Marketing; Business; Engineering; Sociology; Artificial intelligence; Medicine","authors":[{"name":"Sarah Jeanloz","is_ca":false},{"name":"Sebastien Lizin","is_ca":false},{"name":"Natalie Beenaerts","is_ca":false},{"name":"Roy Brouwer","is_ca":true},{"name":"Steven Van Passel","is_ca":false},{"name":"Nele Witters","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09262591907133408,"gpt":0.2718790649862816,"spread":0.1792531459149475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02527483,0.0004750557,0.001170904,0.0004962126,0.0008423922,0.00263696,0.001197508,0.002092952,0.003176213],"category_scores_gemma":[0.03820146,0.0003506287,0.001159182,0.0008268752,0.002567541,0.002060527,0.001273405,0.001973589,0.0003121634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525367,"about_ca_system_score_gemma":0.00156827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006331591,"about_ca_topic_score_gemma":0.00868189,"domain_scores_codex":[0.9859923,0.01183324,0.0002610563,0.001019033,0.0005589388,0.000335587],"domain_scores_gemma":[0.9176517,0.07152995,0.003289609,0.005271695,0.001080709,0.001176384],"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":[0.01716558,0.0229694,0.3154407,0.0009193681,0.002802652,0.0009034356,0.01672823,0.28628,0.04800444,0.1077019,0.001974078,0.1791102],"study_design_scores_gemma":[0.002102436,0.006228901,0.240378,0.0001019166,0.0005750828,0.0002806367,0.00273089,0.615272,0.005481898,0.1226527,0.003978645,0.0002168977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370708,0.00007101599,0.06147999,0.0002395949,0.000008693384,0.0002044717,0.00007590497,0.00003352873,0.0008160587],"genre_scores_gemma":[0.9438797,0.00004633431,0.05483098,0.0001485075,0.00001497444,0.0001931946,0.0001174265,0.00001998405,0.0007489144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02527483,"threshold_uncertainty_score":0.1336676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399469237","doi":"10.1016/j.ecoser.2024.101639","title":"A functional connectivity approach for exploring interactions of multiple ecosystem services in the context of agricultural landscapes in the Canadian prairies","year":2024,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; International Institute for Applied Systems Analysis; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Ecosystem services; Context (archaeology); Agriculture; Environmental resource management; Ecosystem; Geography; Agroforestry; Ecology; Environmental science; Biology; Archaeology","authors":[{"name":"Ehsan Pashanejad","is_ca":true},{"name":"Ali Kharrazi","is_ca":false},{"name":"Zuelclady M.F. Araujo-Gutierrez","is_ca":false},{"name":"Brian E. Robinson","is_ca":true},{"name":"Brian D. Fath","is_ca":false},{"name":"Lael Parrott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02486948583605108,"gpt":0.214216080478038,"spread":0.1893465946419869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006992829,0.0004718794,0.000293595,0.005080211,0.001658262,0.001634895,0.0008001626,0.000412546,0.002894041],"category_scores_gemma":[0.002308978,0.0002231528,0.0008363222,0.005306267,0.0008856636,0.0009869349,0.00148966,0.0005142123,0.0001221683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005857181,"about_ca_system_score_gemma":0.004621766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7570371,"about_ca_topic_score_gemma":0.8695869,"domain_scores_codex":[0.9996268,0.0001090396,0.00001538868,0.00008651261,0.00007019407,0.00009210484],"domain_scores_gemma":[0.9993561,0.0001835893,0.0001179587,0.00004790729,0.0001728561,0.0001215758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001024918,0.0001093538,0.7213001,0.0004676171,0.001014067,0.0009534931,0.006283394,0.05743267,0.005328468,0.08137654,0.007701659,0.11793],"study_design_scores_gemma":[0.00001572631,0.00004690901,0.8110781,0.0001488748,0.0002309762,0.000392274,0.006004539,0.1324768,0.0002420374,0.03077775,0.01850994,0.0000761086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8096312,0.001801756,0.1450246,0.001745452,0.00004190013,0.0004715095,0.01043309,0.0004916101,0.03035874],"genre_scores_gemma":[0.9522082,0.0003087953,0.04415934,0.00004739822,0.00001040333,0.0001673865,0.001473807,0.00003209306,0.001592645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2429629,"threshold_uncertainty_score":0.4887875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2912185784","doi":"10.1016/j.ecoser.2019.01.002","title":"Water quality trading schemes as a form of state intervention: Two case studies of state-market hybridization from Canada and New Zealand","year":2019,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Water resources management and optimization","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec en Outaouais","funders":"Social Sciences and Humanities Research Council of Canada; Genome Canada","keywords":"Incentive; Corporate governance; Environmental governance; Market failure; Business; Intervention (counseling); Public economics; Economics; Finance; Market economy","authors":[{"name":"B. Tabaichount","is_ca":true},{"name":"Sylvia Wood","is_ca":true},{"name":"Charlène Kermagoret","is_ca":true},{"name":"Vijay Kolinjivadi","is_ca":true},{"name":"Jean‐François Bissonnette","is_ca":true},{"name":"Alejandra Zaga Mendez","is_ca":true},{"name":"Jérôme Dupras","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01063046199348938,"gpt":0.2286648780144486,"spread":0.2180344160209592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001748782,0.0002824633,0.0005476651,0.0008858479,0.005408503,0.003133507,0.001429393,0.001968606,0.002937625],"category_scores_gemma":[0.00632623,0.0002801431,0.0005454193,0.002290232,0.005707522,0.001339573,0.00240558,0.001936068,0.0001201811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03086103,"about_ca_system_score_gemma":0.01878058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.92105,"about_ca_topic_score_gemma":0.9554228,"domain_scores_codex":[0.9982679,0.0005905925,0.00005277294,0.0001244145,0.0003234909,0.0006409544],"domain_scores_gemma":[0.9966748,0.00156356,0.0003793447,0.000198844,0.0005838061,0.0005995789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002863374,0.004356449,0.4505618,0.0007459641,0.0006352809,0.04130546,0.1590505,0.04236819,0.0222961,0.134778,0.007650464,0.1333884],"study_design_scores_gemma":[0.000893865,0.001824181,0.5057836,0.0002970513,0.0005895243,0.002903454,0.3628385,0.04644438,0.005495414,0.01002687,0.06256597,0.0003372313],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890985,0.00007104091,0.000507612,0.0004820793,0.000004325056,0.0001418559,0.00004638897,0.000007270011,0.009640759],"genre_scores_gemma":[0.9959438,0.00009223948,0.0006506271,0.00008402971,0.00000176753,0.00003918514,0.00003964553,0.000004781313,0.003143912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07895005,"threshold_uncertainty_score":0.2239136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389480287","doi":"10.1016/j.ecoser.2023.101571","title":"Perceived urban ecosystem services and disservices in gentrifying neighborhoods: Contrasting views between community members and state informants","year":2023,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"Horizon 2020 Framework Programme; European Research Council; Ministerio de Economía y Competitividad; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Ministerio de Ciencia e Innovación; European Commission; Ministerio de Ciencia, Innovación y Universidades","keywords":"Gentrification; Ecosystem services; Context (archaeology); Urban ecosystem; Geography; Urban planning; Environmental planning; Ecosystem; Environmental resource management; Economic growth; Ecology; Civil engineering; Economics; Engineering","authors":[{"name":"Mary Kathryn Rodgman","is_ca":false},{"name":"Isabelle Anguelovski","is_ca":false},{"name":"Carmen Pérez del Pulgar","is_ca":false},{"name":"Galia Shokry","is_ca":false},{"name":"Melissa García‐Lamarca","is_ca":false},{"name":"James J. Connolly","is_ca":true},{"name":"Francesc Baró","is_ca":false},{"name":"Margarita Triguero‐Mas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02593582131890724,"gpt":0.2606645875498463,"spread":0.2347287662309391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003262019,0.0002511468,0.0003640123,0.001269107,0.002013062,0.002114056,0.0003501931,0.0005422242,0.001301163],"category_scores_gemma":[0.004330641,0.0002563102,0.0002535361,0.000837368,0.003080658,0.001287453,0.00298618,0.0008279687,0.00009442929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250919,"about_ca_system_score_gemma":0.000679667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03291654,"about_ca_topic_score_gemma":0.04737756,"domain_scores_codex":[0.9987069,0.0007151884,0.00007366417,0.00009080779,0.0001621347,0.0002511841],"domain_scores_gemma":[0.9974015,0.001151365,0.0005141789,0.0001359963,0.0003332753,0.0004637354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001338789,0.00006858816,0.314157,0.00006487656,0.00003405812,0.0003024204,0.6756256,0.0001043403,0.001629222,0.001512524,0.0001670523,0.006200491],"study_design_scores_gemma":[0.000003114299,0.0000645058,0.1654018,0.00004229559,0.00001720231,0.0001202749,0.8321769,0.0002065777,0.000326811,0.0003170198,0.001297925,0.00002557321],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992962,0.00003383483,0.00005312244,0.00007152852,0.000001540737,0.000003240867,0.000007984337,6.674131e-7,0.0005318875],"genre_scores_gemma":[0.9996763,0.00004934486,0.00004489003,0.00003842971,0.000001090012,0.000005312955,0.00001353142,8.3827e-7,0.0001703258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03291654,"threshold_uncertainty_score":0.06544989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385541269","doi":"10.1016/j.ecoser.2023.101544","title":"Accounting for protected areas: Approaches and applications","year":2023,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"United Nations Environment Programme; Horizon 2020 Framework Programme; European Commission; UK Research and Innovation","keywords":"National accounts; Environmental full-cost accounting; Environmental accounting; Rigour; Accounting; Business; Environmental resource management; Sustainable development; Ecosystem services; Accounting information system; Economics; Throughput accounting; Ecosystem; Accounting management; Political science; Ecology","authors":[{"name":"Steven King","is_ca":false},{"name":"Aimee Ginsburg","is_ca":false},{"name":"Amanda Driver","is_ca":false},{"name":"Elise M. S. Belle","is_ca":false},{"name":"Pablo Campos","is_ca":false},{"name":"Alejandro Caparrós","is_ca":false},{"name":"Halimah Badioze Zaman","is_ca":false},{"name":"Claire Brown","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01791653722196543,"gpt":0.2120632355822817,"spread":0.1941466983603163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009811026,0.001449777,0.0008321928,0.01742011,0.001878709,0.006533193,0.002509789,0.00168866,0.01035151],"category_scores_gemma":[0.02793454,0.0005967538,0.001299169,0.0329284,0.005214629,0.008507304,0.00523911,0.002138726,0.001153528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004679466,"about_ca_system_score_gemma":0.004970882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01677786,"about_ca_topic_score_gemma":0.01439253,"domain_scores_codex":[0.9930889,0.003874555,0.0005196161,0.0006543259,0.001606314,0.0002562748],"domain_scores_gemma":[0.9862532,0.007957601,0.001598227,0.001758856,0.002043881,0.0003882888],"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":[0.00001771572,0.00006401115,0.01294441,0.0004717688,0.00009447693,0.000132428,0.001185871,0.01329949,0.0001077993,0.6986446,0.009540955,0.2634965],"study_design_scores_gemma":[0.000007839432,0.00003455715,0.006967451,0.001048249,0.00003620877,0.0002582492,0.002379955,0.01864768,0.0002164608,0.8667608,0.1035779,0.0000647891],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02535476,0.0523048,0.6464876,0.01797483,0.001286219,0.0009775597,0.005027705,0.0009240797,0.2496625],"genre_scores_gemma":[0.4855396,0.05428835,0.4394572,0.001046659,0.001466012,0.001175,0.00236007,0.0003031047,0.01436403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01742011,"threshold_uncertainty_score":0.05188632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396791247","doi":"10.1016/j.ecoser.2024.101624","title":"Rethinking ecosystem services from the anthropocene to the Ecozoic: Nature’s benefits to the biotic community","year":2024,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; McGill University","funders":"National Institute of Food and Agriculture; University of Vermont; McGill University; U.S. Department of Agriculture","keywords":"Ecosystem services; Flourishing; Anthropocentrism; Anthropocene; Value (mathematics); Environmental ethics; Business; Sociology; Environmental resource management; Economics; Ecology; Ecosystem; Biology; Computer science; Psychology","authors":[{"name":"Joshua Farley","is_ca":false},{"name":"Rigo E.M. Melgar","is_ca":false},{"name":"Danish Hasan Ansari","is_ca":false},{"name":"Matthew J. Burke","is_ca":false},{"name":"Julia Danielsen","is_ca":false},{"name":"Megan Egler","is_ca":false},{"name":"Lizah Makombore","is_ca":false},{"name":"Juliana Neira","is_ca":false},{"name":"Shashank Poudel","is_ca":false},{"name":"Shaun Sellers","is_ca":true},{"name":"Nina L. Smolyar","is_ca":false},{"name":"Joshua Sterlin","is_ca":true},{"name":"Joshua Taylor","is_ca":false},{"name":"Iván Darío Vargas Roncancio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01200610424133197,"gpt":0.2296688458128036,"spread":0.2176627415714716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002749296,0.0003675741,0.0003544425,0.001246915,0.002676726,0.004601958,0.000659565,0.001927334,0.006998618],"category_scores_gemma":[0.004833471,0.0001877292,0.0002503247,0.001097934,0.01985307,0.01182376,0.004199384,0.003704512,0.0003114684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003904895,"about_ca_system_score_gemma":0.004514772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03054906,"about_ca_topic_score_gemma":0.1007585,"domain_scores_codex":[0.9993369,0.0002417155,0.00001721624,0.0000774045,0.0001277479,0.0001989764],"domain_scores_gemma":[0.9978588,0.0009621288,0.0001580361,0.0001765283,0.0003168794,0.0005275516],"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":[0.0001903799,0.00009215905,0.0213236,0.0003826055,0.00008975312,0.0005693584,0.03084983,0.001697683,0.002846916,0.7413512,0.0247294,0.1758771],"study_design_scores_gemma":[0.00001791049,0.00006871536,0.03507977,0.0004489053,0.00003855189,0.0003019108,0.0266995,0.0006476358,0.0008850595,0.6182399,0.3175221,0.00005005141],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2951115,0.05081973,0.00963464,0.5281468,0.003672036,0.00001710328,0.000348141,0.0001004708,0.1121495],"genre_scores_gemma":[0.9652107,0.01218195,0.001455405,0.01612517,0.001005114,0.00001104809,0.00003608373,0.0000664345,0.003908104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03054906,"threshold_uncertainty_score":0.0607425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3212657602","doi":"10.1016/j.ecoser.2021.101368","title":"Considering temporal flow variability of non-perennial rivers in assessing ecosystem service provision","year":2021,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European Social Fund; Programa Operacional Temático Factores de Competitividade; Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; European Regional Development Fund; Govern de les Illes Balears; Bundesministerium für Forschung und Technologie; Agentúra na Podporu Výskumu a Vývoja; Bundesministerium für Bildung und Forschung; Generalitat de Catalunya; European Cooperation in Science and Technology; Agencia Estatal de Investigación; Fundação para a Ciência e a Tecnologia; Centres de Recerca de Catalunya; Canadian Institute for Advanced Research","keywords":"Ecosystem services; Perennial plant; Ecosystem; Environmental science; Environmental resource management; Resource (disambiguation); Hydrology (agriculture); Ecology; Computer science; Engineering","authors":[{"name":"Tatiana Kaletová","is_ca":false},{"name":"Pablo Rodríguez‐Lozano","is_ca":false},{"name":"Elisabeth Berger","is_ca":false},{"name":"Ana Filipa Filipe","is_ca":false},{"name":"Ivana Logar","is_ca":false},{"name":"Maria Helena Alves","is_ca":false},{"name":"Eman Calleja","is_ca":false},{"name":"Dídac Jordà-Capdevila","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008331095348106957,"gpt":0.2245205761639777,"spread":0.2161894808158707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00310356,0.0001688616,0.000254517,0.001479491,0.0003076941,0.00119929,0.0003594555,0.0004586676,0.0005742228],"category_scores_gemma":[0.007443023,0.00009102208,0.000311742,0.00188763,0.0003505477,0.001340234,0.0005691813,0.0003782941,0.00006955108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003677271,"about_ca_system_score_gemma":0.0004465733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005469895,"about_ca_topic_score_gemma":0.01158141,"domain_scores_codex":[0.9990929,0.0004847004,0.000112062,0.0001392051,0.0001162165,0.00005484531],"domain_scores_gemma":[0.9958682,0.002702806,0.0007267609,0.0002442175,0.0003327097,0.0001252287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002025961,0.00009255928,0.8565024,0.0001003022,0.0002058961,0.000244629,0.00065114,0.07422256,0.003707162,0.003345415,0.0003168155,0.06040852],"study_design_scores_gemma":[0.000006718493,0.0001475905,0.752327,0.00004285664,0.00007651142,0.0001628121,0.001110339,0.2393788,0.001067322,0.004028769,0.001613233,0.00003801968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703513,0.0001646983,0.02618921,0.0001300856,0.00001953612,0.00003161386,0.0004203566,0.00003526936,0.002657842],"genre_scores_gemma":[0.995604,0.0000797227,0.003773031,0.00001162064,0.00000996461,0.00002521355,0.0002313592,0.000004964465,0.0002600751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005469895,"threshold_uncertainty_score":0.01641333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386913189","doi":"10.1016/j.ecoser.2023.101559","title":"An evidence base of ecosystems services provided by diadromous fish in the European Atlantic Area","year":2023,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University","funders":"Interreg; Natural Environment Research Council; Sight Research UK","keywords":"Fish migration; Ecosystem services; Salmo; Ecosystem; Recreation; Environmental resource management; Ecology; Fishery; Business; Geography; Habitat; Biology; Environmental science; Fish <Actinopterygii>","authors":[{"name":"Matthew Ashley","is_ca":false},{"name":"Arantza Murillas","is_ca":false},{"name":"Angela Muench","is_ca":false},{"name":"Cristina Marta-Pedroso","is_ca":false},{"name":"Lynda D. Rodwell","is_ca":false},{"name":"Siân E. Rees","is_ca":false},{"name":"Emma Jane Rendle","is_ca":false},{"name":"Tea Bašić","is_ca":false},{"name":"Gordon H. Copp","is_ca":true},{"name":"Estíbaliz Díaz","is_ca":false},{"name":"David José Nachón","is_ca":false},{"name":"Patrick Lambert","is_ca":false},{"name":"Géraldine Lassalle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01154511284951249,"gpt":0.2167651887910147,"spread":0.2052200759415022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0121394,0.0005159965,0.001269515,0.01313735,0.0005275146,0.003437081,0.001244675,0.001587178,0.002443731],"category_scores_gemma":[0.05792922,0.0003981053,0.001551427,0.01048607,0.001161651,0.002136977,0.001638695,0.0008270946,0.0002483004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003522901,"about_ca_system_score_gemma":0.00755821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02261971,"about_ca_topic_score_gemma":0.06968015,"domain_scores_codex":[0.9936666,0.001420711,0.002625767,0.0006744107,0.001426308,0.0001861665],"domain_scores_gemma":[0.9262963,0.05499659,0.00839232,0.0007129225,0.008859929,0.0007419516],"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":[0.0005166277,0.0000900248,0.0898677,0.4979159,0.006144559,0.001273756,0.003342747,0.0007849883,0.001367728,0.003871018,0.00615066,0.3886744],"study_design_scores_gemma":[0.00008232865,0.0003252312,0.1836433,0.7071887,0.0142189,0.0008996538,0.006513174,0.0003579036,0.0006135246,0.00196713,0.08411157,0.00007875846],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04196665,0.9421839,0.0005505703,0.004957547,0.0002867343,0.0001430794,0.001634727,0.000009787089,0.008267017],"genre_scores_gemma":[0.3092956,0.6837521,0.002045452,0.003159741,0.0002088362,0.000129796,0.001008293,0.000007915992,0.0003923101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02261971,"threshold_uncertainty_score":0.06420004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216577625","doi":"10.1016/j.ecoser.2021.101393","title":"Understanding the determinants of biodiversity non-use values in the context of climate change: Stated preferences for the Hawaiian coral reefs","year":2021,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; WSP (Canada); University of Waterloo","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Climate change; Coral; Context (archaeology); Coral reef; Coral reef fish; Welfare; Geography; Biodiversity; Fishery; Ecology; Biology; Economics","authors":[{"name":"Peter Robinson","is_ca":false},{"name":"P.J.H. van Beukering","is_ca":false},{"name":"Luke Brander","is_ca":false},{"name":"Roy Brouwer","is_ca":true},{"name":"W. Haider","is_ca":true},{"name":"Michael W. Taylor","is_ca":true},{"name":"Paulus Mau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2746051589865401,"gpt":0.2544440727120026,"spread":0.02016108627453755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001891384,0.0002571802,0.0003045906,0.0003611542,0.0004384377,0.001877663,0.0003376065,0.0008325363,0.003655151],"category_scores_gemma":[0.005887983,0.0001550925,0.0004175563,0.0005049151,0.0008274951,0.001106262,0.0006452085,0.00126059,0.0001144601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094052,"about_ca_system_score_gemma":0.000542094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0346956,"about_ca_topic_score_gemma":0.06013595,"domain_scores_codex":[0.9994906,0.0003079957,0.00002044556,0.00004525445,0.00003887678,0.00009671977],"domain_scores_gemma":[0.9932792,0.004116467,0.001626897,0.000186199,0.0002915436,0.0004997863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001650493,0.0003437008,0.9751564,0.00005254155,0.000156633,0.0003100151,0.003319764,0.005944669,0.0009148317,0.005016802,0.0003344359,0.008285133],"study_design_scores_gemma":[0.00001421675,0.0001354846,0.9644204,0.00003485228,0.00005592186,0.00004568202,0.009421038,0.01895391,0.0002105991,0.006141537,0.0005395429,0.00002678134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979406,0.0001057758,0.000251324,0.0005303568,0.0000023333,0.000005543814,0.0000532734,7.709507e-7,0.001110035],"genre_scores_gemma":[0.9995506,0.00006833486,0.00008595275,0.0000296195,0.000003368076,0.00000429248,0.00003827284,3.318723e-7,0.0002191469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0346956,"threshold_uncertainty_score":0.06898731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408127329","doi":"10.1016/j.ecoser.2025.101705","title":"Interoperability for ecosystem service assessments: Why, how, who, and for whom?","year":2025,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Agencia Estatal de Investigación; Natural Environment Research Council; Economic and Social Research Council; Biotechnology and Biological Sciences Research Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; U.S. Geological Survey; Directorate for Biological Sciences; Ministerio de Ciencia e Innovación; Sight Research UK; Eusko Jaurlaritza; European Space Agency; Albert Ellis Institute","keywords":"Ecosystem services; Interoperability; Service (business); Environmental resource management; Ecosystem; Business; Computer science; Environmental science; World Wide Web; Ecology; Marketing; Biology","authors":[{"name":"Kenneth J. Bagstad","is_ca":false},{"name":"Stefano Balbi","is_ca":false},{"name":"Greta Adamo","is_ca":false},{"name":"Ioannis N. Athanasiadis","is_ca":false},{"name":"Flavio Affinito","is_ca":true},{"name":"Simon Willcock","is_ca":false},{"name":"Ainhoa Magrach","is_ca":false},{"name":"Kiichiro Hayashi","is_ca":false},{"name":"Zuzana V. Harmáčková","is_ca":false},{"name":"Aidin Niamir","is_ca":false},{"name":"Bruno Smets","is_ca":false},{"name":"Marcel Buchhorn","is_ca":false},{"name":"Evangelia G. Drakou","is_ca":false},{"name":"Alessandra Alfieri","is_ca":false},{"name":"Bram Edens","is_ca":false},{"name":"Luis Morales-Salinas","is_ca":false},{"name":"Ágnes Vári","is_ca":true},{"name":"María José Sanz","is_ca":false},{"name":"Ferdinando Villa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01305835028929023,"gpt":0.2646451902928829,"spread":0.2515868400035926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1337453,0.001876553,0.002139643,0.01048602,0.0120099,0.03274455,0.007126315,0.01695561,0.008521643],"category_scores_gemma":[0.1370555,0.001084976,0.003436366,0.01120715,0.03208863,0.07824355,0.03352573,0.01618405,0.003535876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01481801,"about_ca_system_score_gemma":0.03825378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357396,"about_ca_topic_score_gemma":0.01124789,"domain_scores_codex":[0.9067293,0.05776275,0.007066097,0.004864743,0.01924612,0.004330966],"domain_scores_gemma":[0.8821626,0.06240367,0.005923067,0.02021272,0.02383929,0.005458727],"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":[0.00005784165,0.0001519642,0.003928691,0.0009066207,0.00009305468,0.0003234648,0.01109596,0.002051118,0.0006218652,0.7858832,0.02608999,0.1687962],"study_design_scores_gemma":[0.00001506675,0.00003041817,0.001308901,0.002143593,0.00004201516,0.0001525388,0.007580096,0.002331723,0.0006312688,0.8650405,0.1206315,0.00009242557],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01414584,0.01957879,0.3123497,0.5406429,0.00296999,0.0006974463,0.0004905463,0.001322002,0.1078029],"genre_scores_gemma":[0.3922214,0.02970466,0.5091739,0.04968667,0.003069064,0.001742996,0.002134345,0.001570788,0.0106963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1337453,"threshold_uncertainty_score":0.7073212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396721272","doi":"10.1016/j.ecoser.2024.101628","title":"A systematic review of non-market ecosystem service values for biosecurity protection","year":2024,"lang":"en","type":"review","venue":"Ecosystem Services","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Fredericton","funders":"Future Forests Research","keywords":"Biosecurity; Ecosystem services; Business; Service (business); Environmental resource management; Ecosystem; Natural resource economics; Environmental economics; Economics; Marketing; Ecology; Biology","authors":[{"name":"Richard Yao","is_ca":false},{"name":"Lisa Sharma‐Wallace","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01764075019049699,"gpt":0.2746075108496658,"spread":0.2569667606591688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01071188,0.001221047,0.004034256,0.01741293,0.0007269145,0.003156844,0.001640731,0.001716475,0.004647829],"category_scores_gemma":[0.06959477,0.0007231054,0.005676288,0.01575272,0.00121174,0.003304256,0.001799629,0.001152114,0.0003384107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004701631,"about_ca_system_score_gemma":0.01672986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009102194,"about_ca_topic_score_gemma":0.02789008,"domain_scores_codex":[0.9900754,0.003156309,0.0037602,0.0006749592,0.002126585,0.000206562],"domain_scores_gemma":[0.9424752,0.0453578,0.007279074,0.0008112034,0.003678683,0.0003980063],"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":[0.00009582374,0.00001814489,0.001283319,0.9180326,0.003478345,0.0001207741,0.000396018,0.0001447831,0.0001593834,0.001009201,0.002503727,0.07275779],"study_design_scores_gemma":[0.0000539401,0.00008185328,0.004551416,0.9474769,0.01788003,0.0003179282,0.0004274275,0.00008299304,0.0001440511,0.0007898777,0.02816382,0.00002974557],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001837344,0.9947559,0.0004981615,0.0004924607,0.0001400061,0.00033,0.001009572,0.00001098587,0.0009256142],"genre_scores_gemma":[0.01985963,0.9765673,0.001607106,0.0005834545,0.0000515434,0.0006203878,0.0005355604,0.000007202509,0.0001677252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01741293,"threshold_uncertainty_score":0.05665052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073761817","doi":"10.1016/j.ecoser.2014.01.003","title":"Spatial variation in the willingness to accept payments for conservation of a migratory wildlife corridor in the Athi-Kaputiei Plains, Kenya","year":2014,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":12,"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":"Wildlife; Lease; Payment; Willingness to accept; Incentive; Geography; Wildlife conservation; Ecosystem services; Land use; Willingness to pay; Business; Ecosystem; Ecology; Economics; Finance","authors":[{"name":"Joyce M. de Leeuw","is_ca":false},{"name":"Mohammed Y. Said","is_ca":false},{"name":"Shem C. Kifugo","is_ca":false},{"name":"Joseph O. Ogutu","is_ca":true},{"name":"Philip Osano","is_ca":true},{"name":"Jan de Leeuw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008644236352695699,"gpt":0.2006446861618162,"spread":0.1920004498091205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004397545,0.0001164261,0.0001252054,0.0006028101,0.0006384812,0.0006161935,0.0004111653,0.0003850244,0.001917357],"category_scores_gemma":[0.001867474,0.0001956521,0.0001582903,0.001028761,0.0007295141,0.0004681792,0.0005271286,0.0003406881,0.0001674532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007943991,"about_ca_system_score_gemma":0.0004400818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07476833,"about_ca_topic_score_gemma":0.1793812,"domain_scores_codex":[0.9996827,0.00009908685,0.00002840224,0.00007210158,0.00003654032,0.00008127268],"domain_scores_gemma":[0.9984585,0.0004834233,0.0006698194,0.000068555,0.0001548063,0.0001647382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001246236,0.00005598616,0.9949102,0.0000127206,0.00004343945,0.0001521606,0.001812396,0.0001318082,0.000990306,0.0001723864,0.0001050068,0.001489067],"study_design_scores_gemma":[0.000001733987,0.00001467773,0.9979355,0.000004156244,0.000005381529,0.00004824168,0.001730143,0.0001346467,0.00002945447,0.00001920256,0.00007388015,0.000002922471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996904,0.00001159612,0.00001053161,0.00001539371,5.686754e-7,0.000001786352,0.00005216588,3.414108e-7,0.000217194],"genre_scores_gemma":[0.9997949,0.00001095651,0.00002762732,0.000003269389,5.625632e-7,0.000002430585,0.00004237578,2.971034e-7,0.0001176588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07476833,"threshold_uncertainty_score":0.1486663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408509457","doi":"10.1016/j.ecoser.2025.101717","title":"Revealing driver-mediated indirect interactions between ecosystem services using Bayesian Belief Networks","year":2025,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University Health Centre; McGill University; Centre For Cold Ocean Resources Engineering; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; CRC Health Group","keywords":"Ecosystem services; Bayesian network; Ecosystem; Bayesian probability; Computer science; Environmental resource management; Ecology; Economics; Artificial intelligence; Biology","authors":[{"name":"Amanda M. Schwantes","is_ca":true},{"name":"Carina R. Firkowski","is_ca":true},{"name":"Andrew Gonzalez","is_ca":true},{"name":"Marie‐Josée Fortin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008381654024163592,"gpt":0.2322205886374132,"spread":0.2238389346132496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003011922,0.0009643193,0.0006706361,0.001914519,0.000654452,0.001805011,0.0008330342,0.000809369,0.002580325],"category_scores_gemma":[0.01206136,0.0006109626,0.001067956,0.001246492,0.0006884489,0.001673943,0.0009584388,0.001291201,0.0002209682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003503407,"about_ca_system_score_gemma":0.001847776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1384149,"about_ca_topic_score_gemma":0.1067511,"domain_scores_codex":[0.9991798,0.0003695595,0.00003935928,0.0002125755,0.0001000028,0.00009867254],"domain_scores_gemma":[0.9918997,0.006270239,0.0008803912,0.000197594,0.0005593097,0.0001926673],"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":[0.0001706117,0.0001032466,0.07803662,0.0001082126,0.0003918764,0.0001274151,0.0002471578,0.8635534,0.0009283983,0.02038585,0.001084007,0.03486321],"study_design_scores_gemma":[0.000006898038,0.00001443117,0.006486782,0.00001746598,0.00003334721,0.00001047382,0.00004493472,0.9808847,0.0001318819,0.01206846,0.0002872512,0.0000135571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5290856,0.0006409761,0.4610895,0.001234466,0.00003874166,0.0001220976,0.002249791,0.0004152489,0.005123673],"genre_scores_gemma":[0.9678074,0.0002264134,0.03027666,0.00006842313,0.00001716859,0.00005790554,0.0007014089,0.0000224581,0.000822106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1384149,"threshold_uncertainty_score":0.2752185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406080789","doi":"10.1016/j.ecoser.2024.101691","title":"Ecosystem services concept: Challenges to its integration in government organizations","year":2025,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec en Outaouais; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Université Laval","keywords":"Ecosystem services; Business; Government (linguistics); Environmental resource management; Ecosystem; Environmental planning; Geography; Ecology; Economics; Biology","authors":[{"name":"Denis Blouin","is_ca":true},{"name":"Jean‐François Bissonnette","is_ca":true},{"name":"Jean‐Olivier Goyette","is_ca":true},{"name":"Jérôme Cimon-Morin","is_ca":true},{"name":"Poliana Mendes","is_ca":true},{"name":"Gabriela María Torchio","is_ca":true},{"name":"Jérôme Gosselin‐Tapp","is_ca":true},{"name":"Monique Poulin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005740191168585972,"gpt":0.2083090246300232,"spread":0.2025688334614372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0218105,0.0004434025,0.0005209665,0.002305178,0.01971979,0.01504107,0.002114205,0.002733015,0.001983437],"category_scores_gemma":[0.02029845,0.0003171733,0.0003943789,0.003911222,0.02242362,0.007948203,0.006341646,0.003298952,0.000171057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09056077,"about_ca_system_score_gemma":0.1092835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7855163,"about_ca_topic_score_gemma":0.8060861,"domain_scores_codex":[0.9795613,0.01056139,0.0007353574,0.001071749,0.004475017,0.003595321],"domain_scores_gemma":[0.9746047,0.01074178,0.001755489,0.001059813,0.008693886,0.003144297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003249755,0.00007707169,0.03893902,0.0002644703,0.0000214179,0.001360829,0.7851846,0.0008865272,0.001192028,0.1183337,0.004087863,0.04961991],"study_design_scores_gemma":[0.000003549372,0.0000200892,0.01866502,0.000375341,0.00001090745,0.0001893882,0.9155194,0.0009687712,0.0001894382,0.01352376,0.05048644,0.00004806637],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8454114,0.002248346,0.01017738,0.07241738,0.0001166157,0.0002341171,0.00009773461,0.00004422966,0.06925282],"genre_scores_gemma":[0.9942075,0.0003898014,0.002525254,0.001159057,0.000010588,0.00004705395,0.00002094192,0.00001279322,0.00162715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7855163,"threshold_uncertainty_score":0.6570674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407061858","doi":"10.1016/j.ecoser.2025.101702","title":"Using georeferenced text from social media to map the cultural ecosystem services of freshwater ecosystems","year":2025,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"H2020 European Research Council; Horizon 2020; Generalitat de Catalunya; Agència Catalana de l'Aigua; Horizon 2020 Framework Programme; Canadian Institute for Advanced Research","keywords":"Georeference; Ecosystem services; Ecosystem; Social media; Geography; Environmental resource management; Ecology; Environmental science; World Wide Web; Computer science; Physical geography; Biology","authors":[{"name":"Francesc Comalada","is_ca":false},{"name":"Oliu Llorente","is_ca":false},{"name":"Vicenç Acuña","is_ca":false},{"name":"Joan Saló","is_ca":false},{"name":"Xavier García","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01588190640631932,"gpt":0.2386024165948012,"spread":0.2227205101884819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004895017,0.000424218,0.0001854903,0.01147365,0.0003969538,0.001646298,0.0002985135,0.0004677816,0.00447324],"category_scores_gemma":[0.003735369,0.0001077078,0.000284013,0.007750002,0.0002169878,0.001516904,0.0007960435,0.0002746193,0.001874645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005080049,"about_ca_system_score_gemma":0.0004507508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01605798,"about_ca_topic_score_gemma":0.0282329,"domain_scores_codex":[0.9996141,0.00009796385,0.00004061532,0.00008718123,0.0001254171,0.00003474381],"domain_scores_gemma":[0.997982,0.001104387,0.0003408532,0.0001104223,0.00038781,0.00007449006],"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":[0.0009271309,0.0005434977,0.214187,0.002382701,0.0004473646,0.001653117,0.01228604,0.005671284,0.02803206,0.004147432,0.05350802,0.6762144],"study_design_scores_gemma":[0.0001451251,0.0003938557,0.7455166,0.0008118024,0.0005163315,0.0009820777,0.02306574,0.07816048,0.01760777,0.01044318,0.1221108,0.0002462731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8615058,0.0009150835,0.01552274,0.0009609467,0.0004112513,0.0004084794,0.0843538,0.001487044,0.03443487],"genre_scores_gemma":[0.9205598,0.0007239685,0.03317866,0.0001130206,0.0002464982,0.0003327111,0.03726444,0.0001298127,0.00745111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01605798,"threshold_uncertainty_score":0.03192902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2603001075","doi":"10.1016/j.ecoser.2016.10.005","title":"Riparian wetland conservation: A case study of phosphorous and social return on investment in the Black River watershed","year":2017,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ducks Unlimited Canada; University of Guelph","funders":"University of Guelph; U.S. Department of Agriculture","keywords":"Ecosystem services; Wetland; Watershed; Environmental science; Riparian zone; Eutrophication; Riparian buffer; Flood control; Ecosystem; Environmental resource management; Hydrology (agriculture); Water resource management; Flood myth; Geography; Ecology; Habitat","authors":[{"name":"John K. Pattison‐Williams","is_ca":false},{"name":"Wanhong Yang","is_ca":true},{"name":"Yongbo Liu","is_ca":true},{"name":"Shane Gabor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01623049442357888,"gpt":0.2296804011250667,"spread":0.2134499067014878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008263147,0.0001657079,0.0001899241,0.0004954712,0.003064165,0.001050382,0.0007413611,0.0008919074,0.001363402],"category_scores_gemma":[0.001509928,0.000116532,0.000177867,0.0008230151,0.001571313,0.0006250538,0.001084952,0.0005271829,0.00004893915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003833011,"about_ca_system_score_gemma":0.00291576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1389775,"about_ca_topic_score_gemma":0.485922,"domain_scores_codex":[0.9994867,0.0002311009,0.000007320985,0.00003081444,0.00004653535,0.0001975046],"domain_scores_gemma":[0.9991691,0.0003035018,0.0001409092,0.00004170645,0.00007505543,0.0002698124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007798714,0.003355223,0.7218175,0.0001381241,0.0002025012,0.02782167,0.06547916,0.006284031,0.007720219,0.02142466,0.003661519,0.1413156],"study_design_scores_gemma":[0.0000560548,0.0007949564,0.8300418,0.00009267628,0.00009680396,0.002699821,0.1412028,0.009557079,0.001692927,0.002974759,0.01075323,0.0000371321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981035,0.00002818707,0.00007533425,0.0001725272,7.431697e-7,0.000009461894,0.000007211794,0.000001337728,0.001601601],"genre_scores_gemma":[0.9988177,0.00005869618,0.0002108078,0.00002863544,0.000001254202,0.000006316026,0.000007406315,0.000001460826,0.0008675643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389775,"threshold_uncertainty_score":0.2763371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391506755","doi":"10.1016/j.ecoser.2024.101597","title":"Using the ecosystem serviceshed concept in conservation planning for more equitable outcomes","year":2024,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique; Université du Québec à Montréal; Université Laval; Université de Montréal; McGill University; Université du Québec en Outaouais","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ecosystem services; Equity (law); Business; Vulnerability (computing); Environmental resource management; Population; Natural resource economics; Environmental economics; Economics; Environmental planning; Geography; Ecosystem; Computer science; Ecology; Political science","authors":[{"name":"Jean‐Olivier Goyette","is_ca":true},{"name":"Poliana Mendes","is_ca":true},{"name":"Jérôme Cimon-Morin","is_ca":true},{"name":"Jérôme Dupras","is_ca":true},{"name":"Stéphanie Pellerin","is_ca":true},{"name":"Alain N. Rousseau","is_ca":true},{"name":"Monique Poulin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02983090604670479,"gpt":0.292388054886928,"spread":0.2625571488402232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007525574,0.0006492089,0.0005595133,0.003376066,0.001935897,0.004985318,0.001256995,0.001496308,0.009521034],"category_scores_gemma":[0.009962591,0.0002868519,0.000882656,0.004620331,0.006538627,0.008058248,0.004402047,0.003462362,0.0003833334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005684586,"about_ca_system_score_gemma":0.006419806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100817,"about_ca_topic_score_gemma":0.03246297,"domain_scores_codex":[0.9957348,0.002120315,0.0001405266,0.0002411352,0.001490213,0.0002730701],"domain_scores_gemma":[0.9967361,0.001207577,0.0003390209,0.0003852974,0.0009403339,0.0003916072],"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":[0.00001195542,0.00004653362,0.002093573,0.00008175156,0.0000331536,0.0000503003,0.0002654845,0.01200751,0.0002219061,0.9456093,0.003106417,0.03647206],"study_design_scores_gemma":[0.000009864469,0.00004912902,0.001762507,0.0001622182,0.00003159313,0.0001493609,0.0007535186,0.02274845,0.0004093297,0.9335063,0.04038723,0.00003060086],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03934082,0.00237136,0.6679698,0.02565235,0.001288975,0.0002780188,0.0004579185,0.0002166167,0.2624241],"genre_scores_gemma":[0.7665466,0.001195298,0.2165653,0.00212173,0.0001981323,0.0003176965,0.0001415704,0.0001221093,0.01279155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0100817,"threshold_uncertainty_score":0.04124475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987557549","doi":"10.1016/j.ecoser.2019.101041","title":"Meaningfully engaging the next generation of ecosystem services specialists","year":2019,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Ecosystem services; Sustainability; Value (mathematics); Field (mathematics); Business; Ecosystem; Community engagement; Environmental resource management; Public relations; Knowledge management; Political science; Ecology; Computer science; Environmental science","authors":[{"name":"Diana Hackenburg","is_ca":false},{"name":"Alison Adams","is_ca":false},{"name":"Katherine Brownson","is_ca":false},{"name":"Israel T. Borokini","is_ca":false},{"name":"Tatiana M. Gladkikh","is_ca":false},{"name":"Shannon C Herd-Hoare","is_ca":false},{"name":"Helina Jolly","is_ca":true},{"name":"Andrew N. Kadykalo","is_ca":true},{"name":"Erika Beth Kraus","is_ca":false},{"name":"Kelsey R. McDonough","is_ca":false},{"name":"Joshua W. Morse","is_ca":false},{"name":"Saroop S. Sandhu","is_ca":false},{"name":"Navchaa Tugjamba","is_ca":false},{"name":"Améline Vallet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02747463110469641,"gpt":0.21985951064996,"spread":0.1923848795452636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01239515,0.0004509298,0.000460575,0.0008723019,0.006728357,0.01249249,0.00192112,0.008208494,0.030155],"category_scores_gemma":[0.01703819,0.0003823965,0.0006202626,0.0005906364,0.005615654,0.00962824,0.01909992,0.01018956,0.005290969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003308543,"about_ca_system_score_gemma":0.0175818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570278,"about_ca_topic_score_gemma":0.007164013,"domain_scores_codex":[0.9878963,0.005293244,0.0001772749,0.0008739563,0.001745025,0.004014136],"domain_scores_gemma":[0.9535021,0.00475751,0.0009755194,0.001144034,0.003191208,0.03642976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002519275,0.001754962,0.01907864,0.0004577317,0.0001042116,0.001716808,0.04913224,0.0008228247,0.01036198,0.2192938,0.5073964,0.1896286],"study_design_scores_gemma":[0.00004355587,0.0001097763,0.002634707,0.000227065,0.00001394016,0.0004311677,0.02995438,0.0006776031,0.0004885444,0.08081727,0.8845576,0.00004450567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0477591,0.002803096,0.01517651,0.8141165,0.008378879,0.0001781738,0.00008142522,0.000241702,0.1112646],"genre_scores_gemma":[0.4685526,0.003214048,0.02500737,0.3562967,0.004977975,0.0005179071,0.0002750925,0.0002743159,0.140884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.030155,"threshold_uncertainty_score":0.1008785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409017390","doi":"10.1016/j.ecoser.2025.101720","title":"Payments for ecosystem services in Mexico: Two decades of progress and challenges between research and practice","year":2025,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Université du Québec en Outaouais","funders":"Agencia Estatal de Investigación; Vlaamse regering; Ministerio de Ciencia e Innovación; Fonds Wetenschappelijk Onderzoek","keywords":"Ecosystem services; Payment; Ecosystem; Environmental resource management; Natural resource economics; Business; Regional science; Geography; Economics; Ecology; Biology; Finance","authors":[{"name":"Santiago Izquierdo‐Tort","is_ca":false},{"name":"Andrea Alatorre","is_ca":true},{"name":"Elizabeth Shapiro‐Garza","is_ca":false},{"name":"Esteve Corbera","is_ca":false},{"name":"Jimena Deschamps-Lomelí","is_ca":false},{"name":"Véronique Sophie Ávila-Foucat","is_ca":false},{"name":"Julia Carabias","is_ca":false},{"name":"Jérôme Dupras","is_ca":true},{"name":"Vijay Kolinjivadi","is_ca":true},{"name":"Juan Manuel Núñez","is_ca":false},{"name":"María Perevochtchikova","is_ca":false},{"name":"Katharine R. E. Sims","is_ca":false},{"name":"Gert Van Hecken","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0538359603132101,"gpt":0.3282187419273593,"spread":0.2743827816141492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01716259,0.0005005608,0.001210395,0.007523943,0.002216851,0.00728807,0.001243174,0.002584657,0.002955381],"category_scores_gemma":[0.02918961,0.0004780238,0.0008195747,0.01217459,0.002896686,0.007335917,0.002840314,0.002234922,0.0002514017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01041165,"about_ca_system_score_gemma":0.02348416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04337788,"about_ca_topic_score_gemma":0.05627339,"domain_scores_codex":[0.9946586,0.002075005,0.0007506576,0.0006901661,0.001374129,0.0004512895],"domain_scores_gemma":[0.955815,0.02988751,0.005869827,0.001071338,0.00633132,0.001024987],"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":[0.0001966809,0.0001205584,0.03699254,0.05037247,0.0004716579,0.0008669605,0.02090201,0.0006610496,0.0006226196,0.03667614,0.06731167,0.7848057],"study_design_scores_gemma":[0.00003942111,0.0001355237,0.1185813,0.1324121,0.0006769358,0.0006835182,0.03215627,0.0004265114,0.0005131374,0.009187053,0.7050848,0.0001034041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0161404,0.9260314,0.000537743,0.05117508,0.001020272,0.00002742422,0.0004003479,0.00003512881,0.004632318],"genre_scores_gemma":[0.1372955,0.8469003,0.004545225,0.007462244,0.00200559,0.0001623932,0.0005566131,0.00003705741,0.00103499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04337788,"threshold_uncertainty_score":0.09076554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406291225","doi":"10.1016/j.ecoser.2024.101695","title":"Investing in forests Enhances ecosystem services and economic Growth in Cambodia: Evidence from the Integrated Economic-Environmental Modelling (IEEM) approach","year":2025,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Research and Productivity Council","funders":"","keywords":"Ecosystem services; Natural resource economics; Ecosystem; Environmental resource management; Economics; Business; Ecology","authors":[{"name":"Onil Banerjee","is_ca":true},{"name":"Martín Cicowiez","is_ca":false},{"name":"Erica Cristine Honeck","is_ca":false},{"name":"Mani S. Muthukumara","is_ca":false},{"name":"Katherine Anne Stapleton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01186855803907658,"gpt":0.1833589572164639,"spread":0.1714903991773873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001757432,0.0004083009,0.0002674938,0.0003385776,0.000303457,0.0008753259,0.0005107543,0.0005386999,0.002641085],"category_scores_gemma":[0.004003049,0.0001769745,0.0003691206,0.000393923,0.0007266174,0.000818566,0.000978261,0.0005873011,0.0001260692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597979,"about_ca_system_score_gemma":0.0009035299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03890989,"about_ca_topic_score_gemma":0.04915404,"domain_scores_codex":[0.9996166,0.0002327698,0.00001228348,0.00003424261,0.00001797467,0.00008605456],"domain_scores_gemma":[0.9965194,0.002335696,0.0005979313,0.0001923218,0.00008497376,0.0002696605],"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":[0.003266526,0.001344613,0.8978136,0.000448318,0.0008405983,0.0009090634,0.001476756,0.02851117,0.00132678,0.008521772,0.001059176,0.05448166],"study_design_scores_gemma":[0.0001974465,0.0009673453,0.9580913,0.0002914219,0.0006924311,0.0001248227,0.00239886,0.03155727,0.0008263796,0.003446797,0.001385984,0.00001997232],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974108,0.0003498155,0.00008899353,0.0003437082,0.000005086612,0.000008774631,0.00006464392,0.000002750015,0.001725402],"genre_scores_gemma":[0.9993976,0.0002543078,0.00007975524,0.00003048304,0.000002060935,0.00000448318,0.00002792795,6.780775e-7,0.0002026717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03890989,"threshold_uncertainty_score":0.07736683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387888092","doi":"10.1016/j.ecoser.2023.101570","title":"The Navigate framework: How the ecosystem services and resilience concepts can help us navigate in the current crises","year":2023,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal","funders":"Fédération Wallonie-Bruxelles","keywords":"Process (computing); Resilience (materials science); Action (physics); Socio-ecological system; Process management; Citizen journalism; Conceptual framework; Action plan; Management science; Computer science; Ecosystem services; Sociology; Knowledge management; Environmental resource management; Business; Ecology; Engineering; Economics; Ecosystem; Social science; Management","authors":[{"name":"Laura Maebe","is_ca":false},{"name":"Marc Dufrêne","is_ca":false},{"name":"Hugues Claessens","is_ca":false},{"name":"Kevin Maréchal","is_ca":false},{"name":"Gauthier Ligot","is_ca":false},{"name":"Christian Messier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01286086178272037,"gpt":0.2596321802832655,"spread":0.2467713185005452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004784838,0.001295411,0.00107694,0.003360061,0.003953263,0.01184718,0.002003275,0.005531696,0.01401384],"category_scores_gemma":[0.009907695,0.0003225084,0.0009718617,0.002336115,0.0208248,0.0217677,0.008240465,0.007901571,0.001382088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005777438,"about_ca_system_score_gemma":0.008531011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02554352,"about_ca_topic_score_gemma":0.04239801,"domain_scores_codex":[0.9981273,0.001130414,0.00005512939,0.0001533095,0.0003216511,0.0002122554],"domain_scores_gemma":[0.9971041,0.001578529,0.0001707479,0.000238742,0.000379747,0.000528148],"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":[0.000006868513,0.000007352511,0.0001831377,0.0000262553,0.000007200735,0.00004531005,0.001177043,0.000704537,0.00004244439,0.9826751,0.008175716,0.006948977],"study_design_scores_gemma":[0.0000056984,0.000006609995,0.0001162261,0.00009348049,0.000007278446,0.00004086471,0.00169515,0.001469187,0.00004694849,0.9487677,0.04773678,0.00001416933],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01751467,0.01103419,0.2474288,0.4263588,0.00300083,0.0001237591,0.0008200688,0.0006998191,0.293019],"genre_scores_gemma":[0.7050448,0.01510543,0.2173061,0.02672696,0.001643055,0.0005914385,0.000664057,0.0009630245,0.0319552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02554352,"threshold_uncertainty_score":0.05078965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389503340","doi":"10.1016/j.ecoser.2023.101579","title":"Building the case for protecting urban nature: How urban planners use the ideas, rhetoric, and tools of ecosystem services science","year":2023,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Nova Scotia Research Innovation Trust","keywords":"Boundary object; Rhetoric; Ecosystem services; Urban planning; Environmental planning; Urban ecosystem; Environmental resource management; Sociology; Business; Political science; Public relations; Ecosystem; Geography; Ecology; Engineering; Social science; Negotiation; Economics; Civil engineering","authors":[{"name":"K.H. Thompson","is_ca":true},{"name":"Kate Sherren","is_ca":true},{"name":"Peter N. Duinker","is_ca":true},{"name":"Mikiko Terashima","is_ca":true},{"name":"Anders Hayden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01411822145868283,"gpt":0.2345205168204225,"spread":0.2204022953617397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02973231,0.0008814352,0.0009789822,0.002809279,0.01885894,0.02283287,0.004020805,0.01544133,0.006140573],"category_scores_gemma":[0.03550293,0.0007354526,0.0008715417,0.002637782,0.0983527,0.02964415,0.01493013,0.02217899,0.0006732659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01344628,"about_ca_system_score_gemma":0.01468585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02035544,"about_ca_topic_score_gemma":0.03164558,"domain_scores_codex":[0.982542,0.01297284,0.0003154781,0.001024975,0.001643506,0.001501131],"domain_scores_gemma":[0.9716899,0.02307301,0.0009843,0.001241997,0.00166677,0.001344056],"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":[0.000006146299,0.00001506012,0.000200228,0.00003489089,0.000004999694,0.00008856552,0.01429616,0.0003894899,0.00005478126,0.9736061,0.008340898,0.002962704],"study_design_scores_gemma":[0.00001797738,0.00001050803,0.0001226763,0.0002261294,0.00001153024,0.00004897027,0.01864379,0.0009477133,0.0001966007,0.8824492,0.09730081,0.0000240625],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01656999,0.003091429,0.04520384,0.735449,0.00148577,0.00008690259,0.0000429666,0.000117217,0.197953],"genre_scores_gemma":[0.9119949,0.00242769,0.02153982,0.04889672,0.0006319577,0.0002515316,0.00002999176,0.0002181313,0.01400933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.981141,"threshold_uncertainty_score":0.1572413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403126084","doi":"10.1016/j.ecoser.2024.101670","title":"Flood prevention benefits provided by Canadian natural ecosystems","year":2024,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; McGill University; Memorial University of Newfoundland; Carleton University; Nature Conservancy of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Flood myth; Ecosystem; Natural (archaeology); Ecosystem services; Business; Natural resource economics; Environmental resource management; Environmental science; Environmental planning; Geography; Ecology; Economics","authors":[{"name":"Gabriela Teixeira Duarte","is_ca":false},{"name":"Richard Schuster","is_ca":true},{"name":"Marc Edwards","is_ca":true},{"name":"Camille Ouellet-Dallaire","is_ca":true},{"name":"Ágnes Vári","is_ca":true},{"name":"Matthew G. E. Mitchell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00777208662772846,"gpt":0.1923388133892182,"spread":0.1845667267614897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001886301,0.0003705139,0.0001661405,0.000674011,0.002043327,0.001508291,0.0005966761,0.0002568112,0.00511282],"category_scores_gemma":[0.0008335933,0.0001289381,0.0003993355,0.001239056,0.0004646569,0.0004712561,0.0008794244,0.0002863819,0.0001649518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02804025,"about_ca_system_score_gemma":0.03853623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9895529,"about_ca_topic_score_gemma":0.9970696,"domain_scores_codex":[0.9997742,0.0000224663,0.000004807948,0.00002953467,0.00007833252,0.0000907651],"domain_scores_gemma":[0.9997037,0.00002592271,0.00002538437,0.0000159895,0.0001627066,0.00006626506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003275192,0.0002008662,0.2833361,0.0008613476,0.0003477949,0.0005865167,0.001824642,0.3159823,0.01044355,0.0789993,0.08336689,0.2237232],"study_design_scores_gemma":[0.00007829838,0.00007771596,0.5626251,0.0003485556,0.0004737893,0.0002253464,0.005019943,0.2243143,0.003057329,0.01554452,0.1879789,0.0002560923],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8173502,0.00222041,0.006124002,0.005589648,0.00009783183,0.0001059288,0.01599557,0.0004073157,0.1521091],"genre_scores_gemma":[0.987601,0.001118788,0.00370229,0.0001465593,0.000006407039,0.00001666974,0.001552446,0.00002205044,0.005833868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02804025,"threshold_uncertainty_score":0.2034472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401206655","doi":"10.1016/j.ecoser.2024.101647","title":"Advancing ecosystem services auctions: Insights from an international Delphi panel","year":2024,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"CHIST-ERA; Horizon 2020 Framework Programme; European Commission","keywords":"Common value auction; Ecosystem services; Delphi method; Computer science; Payment; Delphi; Knowledge management; Economics; Data science; Marketing; Business; Microeconomics; World Wide Web; Ecosystem; Ecology","authors":[{"name":"Logan Robert Bingham","is_ca":false},{"name":"Peter C. Boxall","is_ca":true},{"name":"Riccardo Da Re","is_ca":false},{"name":"Stuart M. Whitten","is_ca":false},{"name":"Thomas Knoke","is_ca":false},{"name":"José G. Borges","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009177016469714678,"gpt":0.2289338928786958,"spread":0.2197568764089811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2301016,0.001272458,0.0008700709,0.003664339,0.01406844,0.0111972,0.003263602,0.004828161,0.003964951],"category_scores_gemma":[0.1637521,0.001263624,0.00121249,0.003149634,0.00989186,0.01076547,0.02026698,0.008479592,0.0009125676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01311946,"about_ca_system_score_gemma":0.02048391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005992412,"about_ca_topic_score_gemma":0.00717503,"domain_scores_codex":[0.7695193,0.2000768,0.005328128,0.004290691,0.009835694,0.01094953],"domain_scores_gemma":[0.782443,0.1816115,0.004192795,0.004481175,0.02155454,0.005716948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002185245,0.0002286405,0.006302588,0.0009150796,0.00005231735,0.00112626,0.8936394,0.002034511,0.002501962,0.03071037,0.009917911,0.05235254],"study_design_scores_gemma":[0.00005076393,0.0002672192,0.004099606,0.001359624,0.00003436809,0.0003332816,0.9047779,0.004872892,0.001485576,0.02838696,0.05414696,0.0001848341],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.755447,0.001209298,0.08819494,0.09422934,0.0008234431,0.005590796,0.0004908207,0.0001515378,0.0538628],"genre_scores_gemma":[0.9512858,0.0009127827,0.03128123,0.008641242,0.0001054429,0.00343559,0.0002066239,0.0001033241,0.004027834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2301016,"threshold_uncertainty_score":0.9494218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411654788","doi":"10.1016/j.ecoser.2025.101748","title":"Ecosystem services governance: A cross-realm lever for sustainability transformation","year":2025,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Brock University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Ecosystem services; Sustainability; Corporate governance; Realm; Lever; Ecosystem; Transformation (genetics); Business; Environmental resource management; Ecology; Environmental economics; Economics; Geography; Biology; Engineering; Finance","authors":[{"name":"Sherman Farhad","is_ca":false},{"name":"Julia Baird","is_ca":true},{"name":"Gordon M. Hickey","is_ca":true},{"name":"Jennifer M. Holzer","is_ca":true},{"name":"Klara J. Winkler","is_ca":false},{"name":"Estebán Ruiz Ballesteros","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004476599362226716,"gpt":0.2416080117039566,"spread":0.2371314123417299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006648425,0.0004398675,0.0003760075,0.002029185,0.003978623,0.01122519,0.0008370792,0.001890757,0.005324495],"category_scores_gemma":[0.007868104,0.0002506633,0.0005308735,0.002250944,0.02385975,0.01163158,0.01638835,0.002808331,0.0003562657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006058909,"about_ca_system_score_gemma":0.00824165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003964591,"about_ca_topic_score_gemma":0.008280133,"domain_scores_codex":[0.9944219,0.003289093,0.0002042204,0.0005161783,0.0007797304,0.0007887621],"domain_scores_gemma":[0.9954137,0.001754143,0.0006925894,0.0009020706,0.0005309943,0.0007063869],"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":[0.00001943521,0.0000476976,0.009151954,0.0001953626,0.00002458345,0.0004846197,0.01943813,0.0008569965,0.001313095,0.9136285,0.001521984,0.05331754],"study_design_scores_gemma":[0.00001467072,0.00009606863,0.01293078,0.0007338825,0.00004363361,0.0004789416,0.05025057,0.001981176,0.001047829,0.7522156,0.1801638,0.00004306284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2666228,0.004901047,0.1382559,0.0560928,0.0002542122,0.0003852517,0.0001256408,0.0003292308,0.5330332],"genre_scores_gemma":[0.9893625,0.0006535954,0.006754907,0.000589435,0.00002712115,0.00008509304,0.00002337634,0.00002578696,0.002478043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01122519,"threshold_uncertainty_score":0.04396075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413022833","doi":"10.1016/j.ecoser.2025.101763","title":"The economic value of improving the ecological condition of the Saskatchewan River Delta, Canada","year":2025,"lang":"en","type":"article","venue":"Ecosystem Services","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"Global Water Futures; Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Delta; Value (mathematics); Geography; River delta; Ecology; Mathematics; Biology; Statistics","authors":[{"name":"Elisabeta Lika","is_ca":true},{"name":"Ken Belcher","is_ca":true},{"name":"Timothy D. Jardine","is_ca":true},{"name":"Sabine Liebenehm","is_ca":true},{"name":"Patrick Lloyd‐Smith","is_ca":true},{"name":"Graham Strickert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0122459242549266,"gpt":0.1758543422740843,"spread":0.1636084180191577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007227572,0.0001547166,0.0001856598,0.0007514202,0.001303058,0.001958098,0.0004191971,0.0002595091,0.003677289],"category_scores_gemma":[0.004060506,0.00009997683,0.0001971258,0.00186973,0.0008456401,0.000509191,0.0005820148,0.0006124536,0.0001349563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03384471,"about_ca_system_score_gemma":0.02412693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9806624,"about_ca_topic_score_gemma":0.9935041,"domain_scores_codex":[0.9995297,0.0001228007,0.00001794849,0.0000372766,0.0001490811,0.0001432122],"domain_scores_gemma":[0.9973949,0.0008366054,0.0002502677,0.00009012343,0.001005144,0.000422944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002488217,0.0001334766,0.9185937,0.0000877182,0.0001405265,0.0004694364,0.0008002375,0.01472356,0.0006307873,0.01243409,0.007874066,0.04386349],"study_design_scores_gemma":[0.00002215066,0.00005030582,0.9548609,0.000107163,0.00008631567,0.0001016509,0.008123924,0.02396503,0.0003592972,0.003943278,0.008324787,0.00005521621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799433,0.0002885112,0.0002648174,0.001303345,0.00001015628,0.0000249408,0.001340377,0.00000608924,0.01681843],"genre_scores_gemma":[0.9965829,0.0002512695,0.0001557969,0.00005472877,0.000001678659,0.00000469435,0.0003161122,0.000001399721,0.002631429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03384471,"threshold_uncertainty_score":0.2455617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}