{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":81,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":81,"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":"7cd76bcb1735","filters":{"venue":"Wetlands Ecology and Management"}},"results":[{"id":"W2102240365","doi":"10.1023/a:1022011027946","title":"North American approach to the restoration of Sphagnum dominated peatlands","year":2003,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":314,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Bog; Peat; Sphagnum; Environmental science; Context (archaeology); Hydrology (agriculture); Vegetation (pathology); Diaspore (botany); Geology; Ecosystem; Ecology; Seed dispersal; Biological dispersal; Biology; Population","authors":[{"name":"Line Rochefort","is_ca":true},{"name":"François Quinty","is_ca":true},{"name":"Suzanne Campeau","is_ca":true},{"name":"Kurt W. Johnson","is_ca":false},{"name":"Thomas J. Malterer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00676635216200368,"gpt":0.2061643686621671,"spread":0.1993980165001634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004003537,0.0001384666,0.0002188346,0.00006683473,0.0001854131,0.00001286297,0.0001890015,0.00004062051,0.0001001679],"category_scores_gemma":[0.00002203869,0.00009392035,0.00003245804,0.0003780867,0.000214309,0.00004880983,0.0001614862,0.00008431207,0.00004022817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004114019,"about_ca_system_score_gemma":0.000005201477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007206839,"about_ca_topic_score_gemma":0.005872875,"domain_scores_codex":[0.9989054,0.0001333412,0.0002192006,0.0003219195,0.0001215642,0.0002985717],"domain_scores_gemma":[0.9994918,0.00004456998,0.0001054137,0.0002617506,0.000007989753,0.00008853215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006576537,0.0001543506,0.9787996,0.00001575203,0.00004881445,0.000007602471,0.0002950309,0.0007934836,0.00001704982,0.003008631,0.01356432,0.003229625],"study_design_scores_gemma":[0.0005364598,0.0002824405,0.9098652,0.000001306363,0.00004142799,0.0000110153,0.0001545415,0.0002312484,0.00002398885,0.00009776461,0.08863848,0.0001161184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9063106,0.00001235898,0.001219358,0.0006694655,0.0001272579,0.0005193165,0.000004469939,0.00002186045,0.0911153],"genre_scores_gemma":[0.9964528,0.0001437702,0.001150791,0.0006409503,0.00001862131,0.0001162297,0.00004126611,0.000007996568,0.001427557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09014221,"threshold_uncertainty_score":0.3829961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147330374","doi":"10.1023/a:1022046409485","title":"Hydrological processes in abandoned and restored peatlands: An overview of management approaches","year":2003,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":309,"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":"Peat; Environmental science; Sphagnum; Drainage; Hydrology (agriculture); Hydraulic conductivity; Interception; Water balance; Soil water; Bog; Hydric soil; Water retention; Geology; Soil science; Ecology; Geotechnical engineering","authors":[{"name":"Jonathan S. Price","is_ca":true},{"name":"A. Louise Heathwaite","is_ca":false},{"name":"Andrew J. Baird","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04268021304834763,"gpt":0.2508771311721793,"spread":0.2081969181238317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005993528,0.000207854,0.0003657449,0.0001308906,0.0001063965,0.00001630391,0.0001582969,0.0001351965,0.0002074034],"category_scores_gemma":[0.00001723822,0.000168044,0.00002545606,0.0002422472,0.0002794856,0.0001328441,0.0002456093,0.0001017119,0.000005901983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003457305,"about_ca_system_score_gemma":0.00000472659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003042686,"about_ca_topic_score_gemma":0.002132862,"domain_scores_codex":[0.9984413,0.0001648144,0.0003240969,0.0005563591,0.0001264548,0.0003869079],"domain_scores_gemma":[0.9995001,0.0000606213,0.00009834779,0.0002282135,0.000004451104,0.0001082831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001393774,0.0004128362,0.9803533,0.0003352867,0.00006129574,0.0001133468,0.0003197463,0.0001134169,0.00001176526,0.01444964,0.0002662936,0.003423725],"study_design_scores_gemma":[0.002473651,0.0004703885,0.9785547,0.00002191566,0.00006730745,0.0000354248,0.0002472043,0.0002197884,0.00002251524,0.004484044,0.01317485,0.0002281836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542282,0.0005085614,0.00004781111,0.0002177035,0.00005406354,0.0005523755,0.000002751869,0.00002624004,0.0443623],"genre_scores_gemma":[0.9910336,0.006947021,0.001065961,0.0002217821,0.000008754465,0.0001547519,0.00002965596,0.000009998589,0.0005284892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04383381,"threshold_uncertainty_score":0.6852634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999923859","doi":"10.1007/s11273-011-9214-6","title":"Greenhouse gas emissions and carbon sequestration potential in restored wetlands of the Canadian prairie pothole region","year":2011,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":169,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada; University of Saskatchewan; Manitoba Hydro; Ducks Unlimited Canada","funders":"","keywords":"Wetland; Environmental science; Greenhouse gas; Carbon sequestration; Pothole (geology); Methane; Nitrous oxide; Soil carbon; Carbon dioxide; Hydrology (agriculture); Ecology; Soil water; Soil science; Geology","authors":[{"name":"Pascal Badiou","is_ca":true},{"name":"Rhonda L. McDougal","is_ca":true},{"name":"Dan Pennock","is_ca":true},{"name":"Bob Clark","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01353107077399859,"gpt":0.2029588281570008,"spread":0.1894277573830022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002484866,0.0001328327,0.0001726374,0.0001131608,0.0002019709,0.00001023543,0.0001533545,0.0001597844,0.0000766545],"category_scores_gemma":[0.00001208847,0.00009988911,0.00002598282,0.000144752,0.0002850638,0.00006844335,0.0002013137,0.0001326738,0.000002242105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009828891,"about_ca_system_score_gemma":0.00002478309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04031454,"about_ca_topic_score_gemma":0.8123643,"domain_scores_codex":[0.9989687,0.0001033099,0.0002255608,0.0002976893,0.00009434532,0.0003104081],"domain_scores_gemma":[0.9995341,0.00001528673,0.00009507901,0.0002214546,0.000005505193,0.000128593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004955234,0.00005753783,0.9963234,0.00001573043,0.00001624028,0.00009337421,0.0003912681,0.00002415506,0.00007386399,0.001040121,0.0009884412,0.0009262965],"study_design_scores_gemma":[0.0007744686,0.0001806939,0.9938535,0.00001388756,0.00003858793,0.0000333028,0.00008263507,0.0004441735,0.00004248825,0.002171857,0.002247803,0.0001165993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959263,0.00001447731,0.00001093592,0.001268694,0.0001402986,0.0003429217,0.000002969381,0.00001322533,0.03894351],"genre_scores_gemma":[0.9984716,0.0002135813,0.0001280284,0.0001987573,0.00001682214,0.000036921,0.000009121858,0.000008443363,0.0009167904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7720498,"threshold_uncertainty_score":0.9660761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153345857","doi":"10.1023/a:1022065723511","title":"Peatland restoration: A brief assessment with special reference to Sphagnum bogs","year":2003,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":147,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Sphagnum Peat Moss Association","keywords":"Peat; Biodiversity; Ecosystem; Ecology; Sustainability; Restoration ecology; Flood myth; Vegetation (pathology); Environmental resource management; Environmental science; Biology; Geography; Archaeology","authors":[{"name":"Eville Gorham","is_ca":false},{"name":"Line Rochefort","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009518784301051048,"gpt":0.2335616803353261,"spread":0.2240428960342751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003701778,0.0002160682,0.0002513456,0.00008035325,0.0002995563,0.00005049511,0.0001611996,0.0001034044,0.002827455],"category_scores_gemma":[0.00001048486,0.0001709479,0.00002279508,0.0002095556,0.0001310014,0.0001193529,0.0001887284,0.0001407209,0.0001835059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232476,"about_ca_system_score_gemma":0.00001675025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004124247,"about_ca_topic_score_gemma":0.005253677,"domain_scores_codex":[0.9984547,0.0001062653,0.0002232169,0.0005614688,0.0001955051,0.0004588587],"domain_scores_gemma":[0.9993885,0.00004189564,0.0000721653,0.0002826163,0.00001014,0.0002046868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001064747,0.000161731,0.926405,0.00001891725,0.00006092936,0.0001988704,0.0001507968,0.0001718335,0.000030438,0.03145613,0.03942461,0.001814273],"study_design_scores_gemma":[0.001031958,0.0004898067,0.5960595,0.000005132123,0.00003359236,0.00003720857,0.00007428131,0.00001766855,0.000009426927,0.0005618581,0.4015004,0.0001791901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4594488,0.000008915608,0.000908341,0.001220756,0.0002199228,0.0005852868,0.000004720124,0.00004266588,0.5375606],"genre_scores_gemma":[0.986046,0.0001464384,0.003735023,0.001566474,0.0001113801,0.0001197863,0.00003590832,0.00001412585,0.008224855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5293357,"threshold_uncertainty_score":0.9980841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128837013","doi":"10.1007/s11273-011-9209-3","title":"Where is the avoidance in the implementation of wetland law and policy?","year":2011,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":129,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Pembina Institute; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Water Research Institute","keywords":"Wetland; Environmental resource management; Environmental planning; Business; Watershed; Geography; Economics; Computer science; Ecology","authors":[{"name":"Shari Clare","is_ca":true},{"name":"Naomi Krogman","is_ca":true},{"name":"A. Lee Foote","is_ca":true},{"name":"Nathan C Lemphers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01160539153237314,"gpt":0.2376072399854201,"spread":0.226001848453047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003675968,0.00008455295,0.00007965232,0.00002873516,0.0001272125,0.00001043733,0.0001511343,0.00002561891,0.0005845189],"category_scores_gemma":[0.000001163301,0.0000518961,0.00001543336,0.00009748725,0.0002669236,0.00008159424,0.0002436446,0.00005343823,0.00001705522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002289066,"about_ca_system_score_gemma":0.000001272224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001850908,"about_ca_topic_score_gemma":0.02962578,"domain_scores_codex":[0.9993542,0.00007453267,0.000155244,0.0001717397,0.00009902224,0.0001452285],"domain_scores_gemma":[0.9997196,0.00002776288,0.00006356253,0.000168345,0.000001120163,0.00001959328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000282597,0.00009246129,0.8475252,0.00005933466,0.00004274107,0.000009176926,0.006518626,0.000003964587,0.00007026793,0.1306591,0.00883045,0.006160405],"study_design_scores_gemma":[0.0004848285,0.00007237931,0.9238344,0.000004269482,0.00002120143,0.000002710614,0.003015254,0.00001550146,0.00008009526,0.002796652,0.06961419,0.00005846695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8698559,0.00008662147,0.00006495295,0.01339957,0.00004742311,0.0008578707,0.000004756917,0.000009781014,0.1156732],"genre_scores_gemma":[0.9849087,0.001325916,0.0001797888,0.01304784,0.00000638103,0.00007942066,0.000002413938,0.000003713686,0.000445832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1278624,"threshold_uncertainty_score":0.988081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107333504","doi":"10.1023/a:1022069808489","title":"Spontaneous revegetation of mined peatlands: An useful restoration tool?","year":2003,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":123,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Sphagnum Peat Moss Association","keywords":"Peat; Revegetation; Sphagnum; Tussock; Environmental science; Agronomy; Biology; Ecology; Land reclamation","authors":[{"name":"Claude Lavoie","is_ca":true},{"name":"P. Grosvernier","is_ca":false},{"name":"Marc Girard","is_ca":true},{"name":"Kathleen Marcoux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008644150489887646,"gpt":0.2154620900155057,"spread":0.2068179395256181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004584646,0.000144817,0.0002157479,0.00008027198,0.0001322416,0.00001432406,0.0001108921,0.0001139497,0.0005490576],"category_scores_gemma":[0.00002810502,0.0001282648,0.00003165301,0.0001268617,0.000115591,0.0001627825,0.00006842534,0.00006763626,0.00003146266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005304317,"about_ca_system_score_gemma":0.000006179067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000291076,"about_ca_topic_score_gemma":0.002446342,"domain_scores_codex":[0.9988412,0.0001495488,0.0002826407,0.0003469832,0.0001222732,0.0002573395],"domain_scores_gemma":[0.999511,0.00004828488,0.0001201913,0.0002381924,0.00001004924,0.00007227886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001850336,0.0002937668,0.9790282,0.00006106012,0.00006532672,0.0003711532,0.0004289977,0.0003718824,0.0007743092,0.01178043,0.003355564,0.003284311],"study_design_scores_gemma":[0.001279259,0.0006490657,0.957962,0.000006850668,0.00007222297,0.0002194909,0.0001193952,0.0003525551,0.0001147697,0.002473509,0.03654292,0.0002079215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675766,0.00002020793,0.0003986307,0.0001444395,0.0001652806,0.0003122028,0.000002956507,0.00002920554,0.03135047],"genre_scores_gemma":[0.9956095,0.0002270975,0.001541433,0.0002392296,0.000020462,0.00004417462,0.00008487081,0.000009495551,0.002223731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03318736,"threshold_uncertainty_score":0.6011795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158433083","doi":"10.1007/s11273-008-9113-7","title":"A unified framework for the restoration of Southeast Asian mangroves—bridging ecology, society and economics","year":2008,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":113,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Mangrove; Livelihood; Restoration ecology; Ecology; Environmental resource management; Bridging (networking); Geography; Environmental planning; Environmental science; Computer science; Biology","authors":[{"name":"Shekhar R. Biswas","is_ca":true},{"name":"Azim U. Mallik","is_ca":true},{"name":"Junaid K. Choudhury","is_ca":false},{"name":"Ainun Nishat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01004494107218628,"gpt":0.2063446194098639,"spread":0.1962996783376776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002892938,0.000102412,0.000153275,0.00002237045,0.0003412158,0.00001136793,0.0001065361,0.00009547243,0.00003409688],"category_scores_gemma":[0.00001061628,0.0000819061,0.00004431109,0.00005084688,0.0002232928,0.00006498651,0.000256515,0.00007151823,0.000006250751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000492151,"about_ca_system_score_gemma":0.000005154189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003559371,"about_ca_topic_score_gemma":0.002819095,"domain_scores_codex":[0.9993238,0.00002490138,0.0001847779,0.0002310368,0.00003938941,0.0001960847],"domain_scores_gemma":[0.999554,0.0001242649,0.0001091734,0.0001679715,0.000004174159,0.00004039508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001944039,0.0001237705,0.9088503,0.0002164338,0.0002885908,0.000008368215,0.002475456,0.002403434,0.0000302359,0.06767363,0.003825351,0.01390998],"study_design_scores_gemma":[0.0007174241,0.0001499364,0.9543582,0.000009215871,0.00007166345,0.00002483576,0.00142185,0.03110605,0.000005888794,0.005959554,0.006037315,0.0001380789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791824,0.00002402989,0.01450198,0.002209797,0.0002161115,0.0007274208,0.00001878136,0.00002044874,0.003099081],"genre_scores_gemma":[0.9946445,0.0006426878,0.003819084,0.0002105155,0.00003271727,0.00007719165,0.00001198463,0.000008862879,0.0005524429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06171408,"threshold_uncertainty_score":0.3340034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034578969","doi":"10.1007/s11273-009-9168-0","title":"Simulated environmental effects of wetland restoration scenarios in a typical Canadian prairie watershed","year":2009,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","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":true},"ca_institutions":"Ducks Unlimited Canada; University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada; University of Guelph","keywords":"Watershed; Wetland; Environmental science; Hydrology (agriculture); Sediment; Water quality; Time of concentration; Stream restoration; Watershed management; Flood myth; STREAMS; Geography; Ecology; Geology","authors":[{"name":"Wanhong Yang","is_ca":true},{"name":"Xixi Wang","is_ca":false},{"name":"Yongbo Liu","is_ca":true},{"name":"Shane Gabor","is_ca":true},{"name":"Lyle Boychuk","is_ca":true},{"name":"Pascal Badiou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003858115367007102,"gpt":0.1920063337506857,"spread":0.1881482183836786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001870278,0.0001348437,0.0001882373,0.0001408942,0.0001218103,0.000006406834,0.0001011384,0.0001070858,0.0001195757],"category_scores_gemma":[0.000009026198,0.0001196018,0.00002188231,0.00009646623,0.0001606914,0.0000941063,0.0001065211,0.00009191862,0.00006168378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116658,"about_ca_system_score_gemma":0.000002887928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009708669,"about_ca_topic_score_gemma":0.04837708,"domain_scores_codex":[0.999035,0.0000736173,0.0001946515,0.000284846,0.00008335307,0.0003285256],"domain_scores_gemma":[0.9997056,0.00002970381,0.00004566801,0.0001342329,0.000001120629,0.00008364338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001891376,0.000203059,0.9904322,0.00003717472,0.00006429756,0.0002265708,0.0006424216,0.002403022,0.000446791,0.0005868328,0.002667592,0.002100915],"study_design_scores_gemma":[0.001289555,0.0003256077,0.9907541,0.00000950196,0.00004205895,0.000002012272,0.00005571772,0.0008109222,0.000111511,0.0008974667,0.005572685,0.000128884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918056,0.00002338709,0.00002860151,0.002573982,0.00008123999,0.0005358284,0.000001038797,0.00001589632,0.004934411],"genre_scores_gemma":[0.998278,0.0001411021,0.00009342907,0.0009127107,0.00000855388,0.00001623787,0.00002447929,0.000004488481,0.0005209931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04740622,"threshold_uncertainty_score":0.9689876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026514357","doi":"10.1007/s11273-008-9078-6","title":"Wetland mitigation and compensation: Canadian experience","year":2008,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Wetland; Waterfowl; Wildlife; Wetland conservation; Habitat; Environmental planning; Government (linguistics); Environmental resource management; Business; Legislature; Environmental protection; Geography; Ecology; Environmental science","authors":[{"name":"Clayton Rubec","is_ca":true},{"name":"Alan Hanson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01045977716350691,"gpt":0.1976378274325281,"spread":0.1871780502690212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000916882,0.00009605104,0.00008258554,0.00005332173,0.0003787242,0.00001377749,0.0000670502,0.00004079056,0.0009776723],"category_scores_gemma":[0.000003176356,0.00009462819,0.00001072519,0.00007032985,0.0002688517,0.0001342033,0.0001500869,0.00004306907,0.0001218188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007556655,"about_ca_system_score_gemma":0.000003109977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003393452,"about_ca_topic_score_gemma":0.0810001,"domain_scores_codex":[0.9993123,0.00002630585,0.0001180785,0.0002570788,0.00009475082,0.0001914544],"domain_scores_gemma":[0.9996957,0.0000130613,0.0000320201,0.0001145449,0.000001772843,0.0001429037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000790047,0.00002297017,0.9823219,0.0000111002,0.00001614518,0.00005982922,0.0006312873,0.00003434337,0.00007302267,0.004818438,0.01020134,0.001801683],"study_design_scores_gemma":[0.0003480605,0.00003208654,0.8198888,0.000002277635,0.000008975965,0.00002259677,0.0001673216,0.0002092851,0.00002432893,0.000223731,0.1789743,0.00009826098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289555,0.00001826415,0.0001152453,0.003143654,0.00008239233,0.0002999155,0.000001530081,0.00002338991,0.06736014],"genre_scores_gemma":[0.9903162,0.000783324,0.0007352663,0.004669888,0.00000979531,0.00006058751,0.00001730726,0.000005127994,0.003402547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.168773,"threshold_uncertainty_score":0.9999356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985915343","doi":"10.1007/s11273-011-9242-2","title":"Microbial activity across a boreal peatland nutrient gradient: the role of fungi and bacteria","year":2011,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Forest Research Institute; Canadian Forest Service; University of Toronto","funders":"","keywords":"Peat; Nutrient; Rhizosphere; Boreal; Biology; Ecology; Soil water; Nutrient cycle; Microorganism; Bacteria; Environmental chemistry; Botany; Chemistry","authors":[{"name":"Britney Myers","is_ca":true},{"name":"Kara L. Webster","is_ca":true},{"name":"Jim McLaughlin","is_ca":true},{"name":"Nathan Basiliko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007289699147784132,"gpt":0.2000546631854876,"spread":0.1927649640377035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000334691,0.000170641,0.0002380536,0.00003287937,0.0002591417,0.00001689718,0.0001590864,0.0001034522,0.0002909993],"category_scores_gemma":[0.000003738304,0.0001171377,0.00004246335,0.00008877872,0.0004484972,0.00008514812,0.0006019727,0.0001055538,0.00001430792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002828039,"about_ca_system_score_gemma":0.000003152747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003957741,"about_ca_topic_score_gemma":0.003463007,"domain_scores_codex":[0.9988934,0.00007883303,0.0001875593,0.0003581341,0.00007950699,0.0004025307],"domain_scores_gemma":[0.9995233,0.00004289071,0.0001114334,0.0002247609,0.000005528706,0.00009205634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003504307,0.0002552099,0.9701567,0.00002961143,0.000106426,0.00003193358,0.00218393,6.735938e-7,0.001428399,0.00243725,0.0008498778,0.02216956],"study_design_scores_gemma":[0.001029742,0.0003132256,0.9726234,0.000004865932,0.00005958416,0.00004653572,0.0002494347,0.00007249315,0.0008123835,0.001682531,0.02296715,0.0001386555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796069,0.00008722449,0.00003283792,0.0001344237,0.0001318311,0.0003513294,0.00002003295,0.00001740732,0.01961797],"genre_scores_gemma":[0.9981102,0.001091251,0.0001903673,0.0001350592,0.00002696437,0.00005502224,0.00001455192,0.000008486392,0.0003681371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02211727,"threshold_uncertainty_score":0.4776738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051402565","doi":"10.1007/s11273-010-9187-x","title":"Effects of local and landscape-scale habitat variables on abundance and reproductive success of wetland birds","year":2010,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Natural Resources and Forestry; Trent University","funders":"Bird Studies Canada; Ministry of Natural Resources","keywords":"Marsh; Ecology; Wetland; Habitat; Abundance (ecology); Nest (protein structural motif); Fledge; Geography; Avian clutch size; Biology; Reproduction; Hatching","authors":[{"name":"Douglas C. Tozer","is_ca":true},{"name":"Erica Nol","is_ca":true},{"name":"Kenneth F. Abraham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002700409777485307,"gpt":0.2005735670876642,"spread":0.1978731573101789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002695994,0.0001226318,0.0002339701,0.00005489479,0.0001030736,0.000005434883,0.00008770638,0.0001247596,0.0001092366],"category_scores_gemma":[0.00001377567,0.000101124,0.00001601746,0.0000746634,0.0007858044,0.00007651278,0.0002238663,0.0001324318,0.000005283083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007538068,"about_ca_system_score_gemma":0.000002721358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002075724,"about_ca_topic_score_gemma":0.001619963,"domain_scores_codex":[0.9991612,0.00004436259,0.0001607873,0.000379155,0.00007422463,0.0001802346],"domain_scores_gemma":[0.9995462,0.0001293028,0.0000939334,0.0001655754,0.000006463733,0.00005854038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001182915,0.000192496,0.9911227,0.0001411693,0.00003169324,0.00001642737,0.0001456683,0.00001170239,0.00297201,0.0006243988,0.0003260413,0.004297459],"study_design_scores_gemma":[0.0009674773,0.0004359312,0.9913767,0.00001397366,0.00008905845,0.00001353011,0.00007840585,0.00003195483,0.00571114,0.0006178749,0.0005587084,0.0001052686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967501,0.0000442853,0.0001585774,0.0002079064,0.0001783963,0.0003182127,0.00000408825,0.00001157859,0.002326888],"genre_scores_gemma":[0.9986687,0.0002446192,0.0005190104,0.00008738679,0.00001470562,0.00003651797,0.000002797386,0.000006705331,0.0004196058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004192191,"threshold_uncertainty_score":0.4123718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978367899","doi":"10.1007/s11273-013-9326-2","title":"Tracking wetland loss to improve evidence-based wetland policy learning and decision making","year":2013,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"University of Alberta; Alberta Water Research Institute","keywords":"Wetland; Government (linguistics); Business; Environmental resource management; Commit; Wetland conservation; Environmental planning; Environmental science; Computer science; Ecology; Database","authors":[{"name":"Shari Clare","is_ca":false},{"name":"Irena F. Creed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01255228970256735,"gpt":0.2571391114688183,"spread":0.2445868217662509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003999448,0.0002182201,0.000197105,0.0001678612,0.0003465859,0.0001293263,0.0001568278,0.00008226103,0.001148183],"category_scores_gemma":[0.00005736697,0.0001973125,0.00003346548,0.0001958595,0.0001475378,0.0003393085,0.0006790372,0.0001348815,0.0003636334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409984,"about_ca_system_score_gemma":0.000004253276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001929025,"about_ca_topic_score_gemma":0.0006662883,"domain_scores_codex":[0.9984715,0.00006524365,0.0002656289,0.0005687488,0.0002166923,0.0004121681],"domain_scores_gemma":[0.9993729,0.0001660501,0.0000903702,0.0001938491,0.000005929014,0.0001709287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000856578,0.0000665916,0.762697,0.00007490195,0.00003857413,0.00003029459,0.0001527477,0.0008935592,0.001335478,0.0007445113,0.003325583,0.230555],"study_design_scores_gemma":[0.0008701388,0.0002617402,0.9435976,0.00009797647,0.00003821449,0.000005777621,0.0001685431,0.001728396,0.00009166326,0.001318158,0.05154619,0.0002756116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800422,0.00005656674,0.006072664,0.007287896,0.0001295723,0.001114492,0.000001183618,0.00006787276,0.005227601],"genre_scores_gemma":[0.985618,0.0006402119,0.005069802,0.007060625,0.0000392025,0.0002044614,0.000004228338,0.00001790625,0.001345564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2302794,"threshold_uncertainty_score":0.9997649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095611913","doi":"10.1023/a:1022009621693","title":"Sphagnum production and decomposition in a restored cutover peatland","year":2003,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Center for Northern Studies; McMaster University","funders":"","keywords":"Peat; Sphagnum; Environmental science; Sampling (signal processing); Bog; Ecosystem; Hydrology (agriculture); Soil science; Ecology; Geology; Biology; Physics","authors":[{"name":"J. M. Waddington","is_ca":true},{"name":"Line Rochefort","is_ca":true},{"name":"Suzanne Campeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005869834489409923,"gpt":0.2216333783561674,"spread":0.2157635438667575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003529361,0.0001306123,0.0001668568,0.00008951317,0.0001347226,0.00001704767,0.00005270125,0.00009168338,0.0002478488],"category_scores_gemma":[0.00002133324,0.0001172683,0.00001558206,0.0001215297,0.0001196486,0.000117165,0.0001038237,0.00009180811,0.00002274858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006565519,"about_ca_system_score_gemma":0.000002883472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004427933,"about_ca_topic_score_gemma":0.00466511,"domain_scores_codex":[0.9989619,0.00009656502,0.0001735491,0.0004085607,0.00007337297,0.0002860686],"domain_scores_gemma":[0.9997219,0.00002631699,0.00004746534,0.0001319044,0.000002899779,0.00006948609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000056021,0.00009317892,0.9921747,0.0000208852,0.00001656792,0.0000576784,0.0001303037,0.00008188118,0.0001113791,0.001980076,0.004104414,0.001172946],"study_design_scores_gemma":[0.001003098,0.0001472357,0.9743205,0.000009188611,0.00002450934,0.00007214102,0.00006367314,0.0001069992,0.00003506456,0.002718101,0.02135153,0.0001479877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619356,0.00005632248,0.00007017572,0.0006299923,0.000213905,0.0003521044,9.491666e-7,0.00002289018,0.03671802],"genre_scores_gemma":[0.9964778,0.0008168512,0.0005459379,0.0002941711,0.00001945811,0.00007410791,0.00001278164,0.00000735595,0.001751547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03496647,"threshold_uncertainty_score":0.4782064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042280332","doi":"10.1007/s11273-005-1114-1","title":"Persistence of Water within Perched Basins of the Peace-Athabasca Delta, Northern Canada","year":2006,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":57,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Trent University; University of Victoria","funders":"","keywords":"Delta; Hydrology (agriculture); Water balance; Wetland; Water level; Flood myth; Water table; River delta; Precipitation; Structural basin; Drainage basin; Geology; Environmental science; Aquifer; Groundwater; Geography; Geomorphology; Ecology","authors":[{"name":"Daniel L. Peters","is_ca":true},{"name":"Terry D. Prowse","is_ca":true},{"name":"P. Marsh","is_ca":false},{"name":"Peter M. Lafleur","is_ca":true},{"name":"J. M. Buttle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01442086509877048,"gpt":0.1799079055193239,"spread":0.1654870404205534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001480286,0.00007688207,0.0001254201,0.00002828502,0.0001044607,0.00000533699,0.0001349934,0.00003478382,0.0007261745],"category_scores_gemma":[0.000002877773,0.00004382618,0.00003122996,0.00005194407,0.00009648672,0.00002846686,0.00003395676,0.00004784497,0.00000352461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006020374,"about_ca_system_score_gemma":0.00002467292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4093826,"about_ca_topic_score_gemma":0.9977179,"domain_scores_codex":[0.9994001,0.00003934961,0.0001594637,0.0001275612,0.0001052769,0.0001682864],"domain_scores_gemma":[0.9997335,0.00003187899,0.00005586855,0.0001266314,0.00002680715,0.00002531912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002013171,0.00001298894,0.997673,0.00007086592,0.00002139846,0.000008650474,0.0003781323,0.0002815127,0.00005250723,0.00004825766,0.001200494,0.0002320498],"study_design_scores_gemma":[0.0002290396,0.0000482588,0.9932854,0.000009447933,0.00003622926,0.000006133524,0.0008185903,0.0004659462,0.0002810333,0.00006283851,0.004692373,0.00006474396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906588,0.00009896248,0.000001930731,0.0008354489,0.0002060815,0.0001312689,0.0003603167,0.000003263944,0.007703982],"genre_scores_gemma":[0.9984128,0.00008118785,0.00002344806,0.000264698,0.00002259615,0.000001435012,0.000282684,0.000001668053,0.0009094099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5883353,"threshold_uncertainty_score":0.7951102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133309522","doi":"10.1007/s11273-012-9280-4","title":"Comparing survey methods for monitoring vegetation change through time in a restored peatland","year":2013,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Peat; Sphagnum; Environmental science; Vegetation (pathology); Ericaceae; Abundance (ecology); Quadrat; Ecology; Moss; Sampling (signal processing); Range (aeronautics); Plant community; Physical geography; Forestry; Geography; Biology; Ecological succession; Computer science; Shrub","authors":[{"name":"Line Rochefort","is_ca":true},{"name":"Francis Isselin‐Nondedeu","is_ca":true},{"name":"Stephanie A. Boudreau","is_ca":true},{"name":"Monique Poulin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05266357169349842,"gpt":0.3141812020495893,"spread":0.2615176303560909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008435071,0.0001565345,0.0002881578,0.00007505306,0.0001390595,0.00003120376,0.0001395665,0.000109404,0.0001544869],"category_scores_gemma":[0.00003037726,0.000140952,0.00002975876,0.0001381727,0.00007569988,0.000239402,0.0002190872,0.00008521689,0.00007246577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008871539,"about_ca_system_score_gemma":0.000002126326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009578742,"about_ca_topic_score_gemma":0.004117277,"domain_scores_codex":[0.9986949,0.000215459,0.0002417168,0.000386458,0.00006135515,0.0004000993],"domain_scores_gemma":[0.9994562,0.0002415006,0.00007816461,0.0001540854,0.000009100993,0.00006092189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004207984,0.00005825203,0.9899207,0.00003451711,0.00002709367,0.000004227349,0.000375849,0.00006234131,0.0001096139,0.0001061384,0.0008961115,0.008363084],"study_design_scores_gemma":[0.001368342,0.0001281093,0.9871188,0.00001413634,0.00002075053,0.000003315266,0.00003296639,0.005810213,0.00002505654,0.001499,0.003813635,0.0001656588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870281,0.00009035486,0.002601891,0.0004083547,0.0002828568,0.001297665,0.000001662072,0.00003894611,0.008250132],"genre_scores_gemma":[0.9841861,0.000291631,0.01342609,0.000189672,0.00005882686,0.001003887,0.00006088042,0.00001331655,0.0007695533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108242,"threshold_uncertainty_score":0.5747855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108128490","doi":"10.1007/s11273-013-9290-x","title":"The influence of seasonality in estimating mangrove leaf chlorophyll-a content from hyperspectral data","year":2013,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University; Western University","funders":"Instituto de Ciencias del Mar y Limnología, Universidad Nacional Autónoma de México; Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Mangrove; Rhizophora mangle; Dry season; Wet season; Hyperspectral imaging; Rhizophoraceae; Vegetation (pathology); Seasonality; Biology; Environmental science; Tropics; Diameter at breast height; Botany; Ecology; Geography; Remote sensing","authors":[{"name":"Francisco Flores‐de‐Santiago","is_ca":true},{"name":"John M. Kovacs","is_ca":true},{"name":"Francisco Flores-Verdugo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01512925700988009,"gpt":0.2178796601490917,"spread":0.2027504031392116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003347255,0.0001016293,0.0001522482,0.00001371921,0.0001321661,0.0000376431,0.0004126412,0.00004171929,0.0001231952],"category_scores_gemma":[0.00003284321,0.00007314583,0.00001611304,0.00007144924,0.0001884281,0.0001877584,0.001132952,0.00008340246,0.00007448311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006217991,"about_ca_system_score_gemma":0.000003899905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004522534,"about_ca_topic_score_gemma":0.02252532,"domain_scores_codex":[0.9990262,0.00005149296,0.0002457788,0.0003121628,0.0001209402,0.0002434532],"domain_scores_gemma":[0.9992833,0.000131689,0.00009583579,0.0004367985,0.000005420591,0.0000470231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000281839,0.00005966038,0.9893277,0.00002998079,0.00004160146,0.00001180645,0.000154719,0.002858046,0.0002566105,0.0007065063,0.0004158701,0.006109341],"study_design_scores_gemma":[0.0003840498,0.00003565314,0.9465507,0.00001380407,0.00001472887,0.000001864951,0.0003109724,0.05081493,0.00000536273,0.001336028,0.0004510248,0.00008093217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972234,0.0000226893,0.0001027367,0.0006405914,0.00009755744,0.0004065429,0.00002026182,0.00001114615,0.001475066],"genre_scores_gemma":[0.997846,0.00007784277,0.001612621,0.0001179792,0.00001351467,0.00004590723,0.00002840085,0.000005074815,0.0002526307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04795688,"threshold_uncertainty_score":0.995311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013241953","doi":"10.1007/s11273-013-9303-9","title":"Use of GIS and high resolution LiDAR in salt marsh restoration site suitability assessments in the upper Bay of Fundy, Canada","year":2013,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Nova Scotia Community College; Acadia University","funders":"","keywords":"Salt marsh; Marsh; Bay; Vegetation (pathology); Environmental science; Elevation (ballistics); Digital elevation model; Hydrology (agriculture); Lidar; Wetland; Geology; Remote sensing; Physical geography; Geography; Ecology; Oceanography","authors":[{"name":"Koreen Millard","is_ca":true},{"name":"Anna M. Redden","is_ca":true},{"name":"Tim Webster","is_ca":true},{"name":"Heather Stewart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009117164097936658,"gpt":0.2101736505013976,"spread":0.2010564864034609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004466136,0.00007360079,0.0001372927,0.00004941478,0.00003733811,0.0000117792,0.00007538634,0.0000470689,0.0001019825],"category_scores_gemma":[0.00001488143,0.00005762469,0.000008973358,0.0001222926,0.00006394081,0.0001656799,0.000198908,0.00006054869,0.000002114848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547342,"about_ca_system_score_gemma":0.000009242156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3187111,"about_ca_topic_score_gemma":0.9704013,"domain_scores_codex":[0.9991449,0.0001429001,0.0002500822,0.0001813073,0.0001261375,0.0001547096],"domain_scores_gemma":[0.9996231,0.00009539167,0.00008495054,0.0001670292,0.000005590111,0.00002389262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002224254,0.0000564825,0.9976708,0.00005857963,0.000006346307,0.000003864426,0.0001127074,0.0003898435,0.00005404713,0.0002737664,0.0004429301,0.00090843],"study_design_scores_gemma":[0.0003126172,0.0000776529,0.9938939,0.00001115279,0.000008655633,0.000001220325,0.0001600915,0.004486446,0.000003753827,0.0003325252,0.0006576676,0.00005436877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998325,0.000006477276,0.00004636211,0.0004277779,0.00005834546,0.0004892272,0.00001286571,0.00000226626,0.0006316671],"genre_scores_gemma":[0.9993808,0.00007864791,0.0002431706,0.00008376059,0.000002815451,0.00004277597,0.00002246385,0.000002911551,0.0001426754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6516902,"threshold_uncertainty_score":0.6858257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W780686136","doi":"10.1007/s11273-015-9423-5","title":"The effect of long-term drying associated with experimental drainage and road construction on vegetation composition and productivity in boreal fens","year":2015,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Environmental science; Boreal; Peat; Understory; Drainage; Vegetation (pathology); Ecosystem; Moss; Productivity; Biomass (ecology); Permafrost; Hydrology (agriculture); Ecology; Canopy; Geology; Biology","authors":[{"name":"Courtney Miller","is_ca":true},{"name":"Brian W. Benscoter","is_ca":false},{"name":"Merritt R. Turetsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006290268894649909,"gpt":0.2226563134343005,"spread":0.2163660445396506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004830062,0.0001033417,0.0001549487,0.00004393819,0.0001452941,0.00001742284,0.00003603502,0.00005421021,0.000002601287],"category_scores_gemma":[0.00001201642,0.000069077,0.000008305323,0.00006545727,0.0003258308,0.00008341531,0.00009120449,0.00006958689,7.541354e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007425001,"about_ca_system_score_gemma":0.000002228426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000398128,"about_ca_topic_score_gemma":0.001524308,"domain_scores_codex":[0.9992481,0.0001578702,0.0001166905,0.000233385,0.00008556901,0.0001583784],"domain_scores_gemma":[0.9997106,0.0000818048,0.00008391123,0.00007510614,0.000003888386,0.00004467268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003533832,0.00005877189,0.9909196,0.0000181073,0.0000314695,0.00002200113,0.0002542109,0.00004641488,0.0001973122,0.0002338847,0.00001971391,0.007845161],"study_design_scores_gemma":[0.00231408,0.001423061,0.9950642,0.00002165913,0.00003031693,0.00002265672,0.00007560693,0.0002620206,0.0006041203,0.00009296585,0.00001113288,0.000078178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955094,0.00004189957,0.00001195686,0.0001729777,0.00006385304,0.0004248234,9.686675e-7,0.00001035646,0.003763801],"genre_scores_gemma":[0.9997868,0.00004306217,0.00002498058,0.00002330104,0.000008952226,0.00005399698,0.00002055919,0.000004287122,0.000034057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007766983,"threshold_uncertainty_score":0.2816878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123041826","doi":"10.1023/b:wetl.0000007192.78408.62","title":"Ecosystem-scale flux of CO2 from a restored vacuum harvested peatland","year":2003,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; McMaster University; Wilfrid Laurier University","funders":"","keywords":"Peat; Environmental science; Eddy covariance; Ecosystem; Hydrology (agriculture); Ecosystem respiration; Vegetation (pathology); Carbon dioxide; Flux (metallurgy); Sphagnum; Carbon fibers; Carbon cycle; Atmosphere (unit); Soil science; Atmospheric sciences; Ecology; Geology; Chemistry; Biology; Geography","authors":[{"name":"Richard M. Petrone","is_ca":true},{"name":"J. M. Waddington","is_ca":true},{"name":"Jonathan S. Price","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006621558211394921,"gpt":0.2002118641725773,"spread":0.1935903059611823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003807512,0.0002138602,0.0004025557,0.00008385569,0.0001601115,0.0000190472,0.000201764,0.0001686893,0.002310858],"category_scores_gemma":[0.00001531978,0.0001835959,0.00006317788,0.0001540719,0.0001521768,0.0001006697,0.0002128113,0.0001091798,0.0001135872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000630821,"about_ca_system_score_gemma":0.000007690107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001339839,"about_ca_topic_score_gemma":0.01017217,"domain_scores_codex":[0.9983934,0.0001832702,0.0003729299,0.0004980125,0.0001500726,0.0004023225],"domain_scores_gemma":[0.9992543,0.0001016573,0.0001519349,0.000344078,0.000008730057,0.0001392995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007910376,0.0001735619,0.9807764,0.00004022734,0.0001171723,0.00005885763,0.0001861524,0.00005390534,0.0006127614,0.001237619,0.0162693,0.0003949919],"study_design_scores_gemma":[0.002030402,0.0002553291,0.8785049,0.00001424807,0.0001044176,0.00001899142,0.0001332988,0.0001537898,0.0003369482,0.001480907,0.1167481,0.0002186551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357506,0.00005383356,0.0002330199,0.0002597054,0.0003026262,0.0003955782,0.00003354844,0.00003838036,0.06293272],"genre_scores_gemma":[0.9930354,0.0002464048,0.0009154426,0.0002293171,0.00002778264,0.00007549008,0.00009682868,0.00001492764,0.005358401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022714,"threshold_uncertainty_score":0.9986011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004042704","doi":"10.1007/s11273-008-9099-1","title":"An assessment of vegetation and environmental controls in the 1970s of the Mesopotamian wetlands of southern Iraq","year":2008,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":39,"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":"Wetland; Phragmites; Vegetation (pathology); Environmental science; Herbaceous plant; Ecology; Biomass (ecology); Plant community; Halophyte; Soil salinity; Canonical correspondence analysis; Ecosystem; Salinity; Ecological succession; Habitat; Hydrology (agriculture); Biology; Geology","authors":[{"name":"Majeed R. A. Al-Hilli","is_ca":false},{"name":"Barry G. Warner","is_ca":true},{"name":"Taro Asada","is_ca":true},{"name":"Ali A.Z. DouAbul","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009554627747175562,"gpt":0.2587078709543612,"spread":0.2491532432071856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008094767,0.00008260101,0.000181974,0.00008017541,0.0002042164,0.00000860144,0.0002346623,0.00004874515,0.00001682952],"category_scores_gemma":[0.00000355471,0.00005364024,0.00003594194,0.00008969969,0.000669826,0.0000473476,0.00006067878,0.00006839661,3.796818e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000235441,"about_ca_system_score_gemma":0.0000135116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002937824,"about_ca_topic_score_gemma":0.005426431,"domain_scores_codex":[0.9988302,0.0003725387,0.000254405,0.0001514622,0.0002378569,0.000153515],"domain_scores_gemma":[0.9995799,0.00006163304,0.0001458102,0.0001822872,0.000006472147,0.00002391117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002437071,0.0002217184,0.9674265,0.00007491207,0.00006680503,0.000005071961,0.0225254,0.0001499678,0.000135809,0.00805852,0.00002123399,0.001289657],"study_design_scores_gemma":[0.001044507,0.0001584469,0.9830839,0.00001356121,0.00005957648,0.00000112132,0.0111969,0.0001676327,0.00002077209,0.0004877007,0.003710499,0.00005536403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919989,0.00004979398,0.00007033625,0.0006838142,0.00005101,0.0006225778,0.00001078983,0.000004728724,0.006508081],"genre_scores_gemma":[0.9992438,0.0003472907,0.00008471445,0.0001324245,0.0000153523,0.00003273691,0.000007153209,0.000004221541,0.0001322924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01565738,"threshold_uncertainty_score":0.3028076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210635720","doi":"10.1007/s11273-022-09857-5","title":"Evaluating ecosystem services for agricultural wetlands: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Wetlands Ecology and Management","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Environment and Climate Change Canada; Global Institute for Water Security; Wildlife Conservation Society Canada; University of Saskatchewan","funders":"Environment and Climate Change Canada; Global Institute for Water Security, University of Saskatchewan","keywords":"Wetland; Ecosystem services; Provisioning; Ecosystem; Environmental science; Agriculture; Environmental resource management; Population; Productivity; Ecology; Computer science; Biology; Economics","authors":[{"name":"Eric Asare","is_ca":true},{"name":"Mantyka-Pringle Chrystal","is_ca":true},{"name":"A. Beever Erik","is_ca":true},{"name":"Belcher Kenneth","is_ca":true},{"name":"Clark Robert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06316973834111182,"gpt":0.3202581124204753,"spread":0.2570883740793635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002034883,0.0005689937,0.005438576,0.0001601885,0.0004822797,0.00009666193,0.0004842406,0.0001656775,0.001984697],"category_scores_gemma":[0.00001029735,0.0003178076,0.001107477,0.0005198437,0.00001276391,0.0001397161,0.0008379532,0.0001458536,0.00006636958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116975,"about_ca_system_score_gemma":0.00000584339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003424112,"about_ca_topic_score_gemma":0.004603539,"domain_scores_codex":[0.9966671,0.0006133021,0.001093908,0.0009193337,0.0002828659,0.0004234886],"domain_scores_gemma":[0.9980977,0.0003548032,0.000913288,0.0005027979,0.00001019464,0.0001212062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000001954645,0.00002864995,0.00003691924,0.9221024,0.07681686,0.000008234439,0.00004187599,0.00001826885,3.625567e-9,0.00008300285,0.0001524702,0.0007093674],"study_design_scores_gemma":[0.0001803645,0.00010983,0.00004715572,0.004189971,0.8073804,0.00004341741,0.00009919529,0.0001690925,6.034107e-9,0.00002421642,0.1873543,0.0004019979],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004138989,0.991857,0.000006344485,0.0001263783,0.00008242121,0.006621509,0.0001773763,0.00004617091,0.001041417],"genre_scores_gemma":[0.0001886238,0.9887702,0.0001351183,0.0004923258,0.00002110485,0.009133892,0.0004303012,0.00002533075,0.0008031056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9179124,"threshold_uncertainty_score":0.9999274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2346714961","doi":"10.1007/s11273-016-9493-z","title":"Is peat accumulation in mangrove swamps influenced by the “enzymic latch” mechanism?","year":2016,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":37,"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":"Bangor University; Florida Gulf Coast University","keywords":"Mangrove; Peat; Swamp; Chemistry; Phenol; Botany; Substrate (aquarium); Phenols; Decomposition; Horticulture; Environmental chemistry; Biology; Biochemistry; Ecology; Organic chemistry","authors":[{"name":"Saraswati Saraswati","is_ca":true},{"name":"Christian Dunn","is_ca":false},{"name":"William J. Mitsch","is_ca":false},{"name":"Chris Freeman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007976783114451446,"gpt":0.2236252805714732,"spread":0.2156484974570218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002994748,0.0001230632,0.0001200726,0.00004201216,0.0001144835,0.00001930959,0.0001812615,0.00007515225,0.0006628712],"category_scores_gemma":[0.000006827408,0.00007315394,0.00002448647,0.0001070772,0.0000643442,0.0001405076,0.0003956842,0.00005510549,0.0002853488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254867,"about_ca_system_score_gemma":0.000001706352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001615175,"about_ca_topic_score_gemma":0.006155294,"domain_scores_codex":[0.9990701,0.00005297918,0.0001862747,0.0003019825,0.0001152509,0.000273385],"domain_scores_gemma":[0.9996087,0.00006606685,0.00006213337,0.0002176791,0.000002527749,0.00004291118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006542916,0.00006885779,0.9662459,0.00003105545,0.00004208753,0.00002114907,0.0004503833,0.0001273337,0.001542424,0.004422633,0.01104432,0.01593837],"study_design_scores_gemma":[0.001346693,0.00009188842,0.9693331,0.00002184229,0.00002558639,0.000008769043,0.0001633325,0.002998319,0.0001696062,0.008665698,0.01696962,0.0002055545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887367,0.000009563687,0.001191072,0.002897547,0.000133465,0.000448866,0.00001145315,0.00002625489,0.006545039],"genre_scores_gemma":[0.9941396,0.0002047229,0.00006732665,0.0008329367,0.00001052128,0.00007161349,0.000007101423,0.000008212366,0.004657953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01573282,"threshold_uncertainty_score":0.7257975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125091996","doi":"10.1007/s11273-007-9041-y","title":"Breakdown of fresh and dried Rhizophora mucronata leaves in a mangrove of Southwest India","year":2007,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Allison University","funders":"","keywords":"Rhizophora mucronata; Mangrove; Rhizophoraceae; Biology; Botany; Detritus; Rhizophora; Plant litter; Horticulture; Ecology; Nutrient","authors":[{"name":"Kandikere R. Sridhar","is_ca":false},{"name":"N. S. Raviraja","is_ca":false},{"name":"Feli× Bärlocher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003274642963820892,"gpt":0.1943834498911013,"spread":0.1911088069272805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004756059,0.0001058141,0.0002205917,0.0001200502,0.0000357557,0.00000531432,0.0001120435,0.0000825349,0.000158272],"category_scores_gemma":[0.000007757915,0.00009997443,0.00002042562,0.000137025,0.0001731182,0.00005949134,0.0004518958,0.0000650724,0.000008506145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003584327,"about_ca_system_score_gemma":0.000002498604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000535292,"about_ca_topic_score_gemma":0.0443576,"domain_scores_codex":[0.9991148,0.00002355618,0.0002934283,0.0002379214,0.00009784332,0.0002324295],"domain_scores_gemma":[0.9996116,0.00006365833,0.0001106443,0.0001562879,0.000003388475,0.00005447245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009680277,0.00008564132,0.9932477,0.0001230676,0.00002773194,0.00003889792,0.0005283877,0.00002580998,0.0003405045,0.001321772,0.0001461098,0.004017501],"study_design_scores_gemma":[0.0009046457,0.00012317,0.9965663,0.00001931239,0.00002003551,0.000008665178,0.0008190364,0.0001573267,0.0001660572,0.0006082026,0.0005090479,0.00009821758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854571,0.00003186089,0.0001083232,0.00005672245,0.00006484435,0.0002719086,0.00001770743,0.000007589132,0.01398396],"genre_scores_gemma":[0.9990911,0.0001569397,0.0003567063,0.00004791442,0.000006085561,0.000008797731,0.00001125164,0.00000654341,0.0003146911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04382231,"threshold_uncertainty_score":0.9730804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137028216","doi":"10.1007/s11273-013-9322-6","title":"Is rewetting enough to recover Sphagnum and associated peat-accumulating species in traditionally exploited bogs?","year":2013,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Université Laval; Center for Northern Studies","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bog; Peat; Sphagnum; Dominance (genetics); Environmental science; Ecology; Vegetation (pathology); Ombrotrophic; Plant community; Ecological succession; Hydrology (agriculture); Geology; Biology","authors":[{"name":"Eduardo González","is_ca":true},{"name":"Steven W. Henstra","is_ca":true},{"name":"Line Rochefort","is_ca":true},{"name":"Gary E. Bradfield","is_ca":true},{"name":"Monique Poulin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01603793491148383,"gpt":0.2219801620935793,"spread":0.2059422271820955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003545067,0.0001878261,0.0002649901,0.0001256015,0.0002029297,0.00005691712,0.0001234874,0.0001226327,0.003143038],"category_scores_gemma":[0.00004772596,0.0001765581,0.00002967192,0.000209599,0.00008622761,0.0002242948,0.0003160461,0.0001308359,0.000151472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000120153,"about_ca_system_score_gemma":0.000003450838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002480757,"about_ca_topic_score_gemma":0.002517243,"domain_scores_codex":[0.9985313,0.00007661204,0.0003130661,0.0004820011,0.0001282043,0.0004687586],"domain_scores_gemma":[0.9995083,0.0001304456,0.0000882864,0.00013798,0.000007992687,0.0001270057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002071015,0.00009969487,0.9790539,0.00001745893,0.00004383175,0.00003800491,0.0005474859,0.00007307364,0.000256675,0.0004133806,0.01668385,0.002751924],"study_design_scores_gemma":[0.0009999053,0.00019108,0.9845511,0.0000197847,0.00001834178,0.000007679661,0.000314983,0.000769318,0.00001506595,0.001129024,0.01176843,0.0002152374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657474,0.00001561517,0.00003353987,0.004869835,0.0001135857,0.0005291905,0.000008783931,0.00003622092,0.02864583],"genre_scores_gemma":[0.9909096,0.000216147,0.000861659,0.003426743,0.0000361751,0.0001701559,0.00004731373,0.00001312683,0.004319057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02516222,"threshold_uncertainty_score":0.9977682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969876469","doi":"10.1007/s11273-011-9225-3","title":"A field based statistical approach for validating a remotely sensed mangrove forest classification scheme","year":2011,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Nipissing University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mangrove; Threatened species; Wetland; Diameter at breast height; Environmental science; Satellite imagery; Geography; Remote sensing; Forestry; Ecology; Biology; Habitat","authors":[{"name":"John M. Kovacs","is_ca":true},{"name":"Yali Liu","is_ca":false},{"name":"Chunhua Zhang","is_ca":false},{"name":"Francisco Flores-Verdugo","is_ca":false},{"name":"Francisco Flores‐de‐Santiago","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02633290402752139,"gpt":0.2282436509806197,"spread":0.2019107469530984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002629837,0.0001191521,0.0001390403,0.0000327921,0.0001421947,0.00001735881,0.0001068728,0.00008654354,0.0002296934],"category_scores_gemma":[0.00003106992,0.0001094988,0.00003006532,0.00006371854,0.00005056903,0.00005728463,0.0001474872,0.00006272798,0.00002702001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005009349,"about_ca_system_score_gemma":0.000003272729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007799136,"about_ca_topic_score_gemma":0.001512609,"domain_scores_codex":[0.9990725,0.00003786015,0.0001954707,0.0003451325,0.00008431025,0.0002647258],"domain_scores_gemma":[0.9995562,0.0001063548,0.00007595169,0.0001858835,0.000005600499,0.00007002523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006842297,0.0004636079,0.9444504,0.0005595038,0.0001049432,0.00003932392,0.0004369684,0.0002201606,0.0002513721,0.0274673,0.006642401,0.01867977],"study_design_scores_gemma":[0.0009369147,0.0003079287,0.4999262,0.00000725132,0.0000494279,0.000006245475,0.0002403394,0.4952824,0.00002421333,0.001517969,0.001528508,0.0001725799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2980882,0.000002204427,0.6329596,0.0001729984,0.0001180621,0.001114156,0.00002183463,0.00006483225,0.06745806],"genre_scores_gemma":[0.8695068,0.000006005836,0.1294199,0.0003025646,0.00001494963,0.0001420912,0.0000964666,0.00001066408,0.0005005084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5714186,"threshold_uncertainty_score":0.446523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084177465","doi":"10.1007/s11273-015-9414-6","title":"Meta-analysis for the transfer of economic benefits of ecosystem services provided by wetlands within two watersheds in Quebec, Canada","year":2015,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Université du Québec à Montréal; Université de Sherbrooke","funders":"","keywords":"Wetland; Watershed; Ecosystem services; Geospatial analysis; Environmental science; Valuation (finance); Land cover; Land use; Ecosystem; Geography; Hydrology (agriculture); Water resource management; Environmental resource management; Remote sensing; Ecology; Business","authors":[{"name":"Jie He","is_ca":true},{"name":"Fanny Moffette","is_ca":false},{"name":"Richard Fournier","is_ca":true},{"name":"Jean‐Pierre Revéret","is_ca":true},{"name":"Jérôme Théau","is_ca":true},{"name":"Jérôme Dupras","is_ca":true},{"name":"Jean-Philippe Boyer","is_ca":true},{"name":"Mathieu Varin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06517142696866007,"gpt":0.2132601095888735,"spread":0.1480886826202134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008891682,0.0001301563,0.0007064041,0.0001506134,0.00003733057,0.00001300086,0.0001711791,0.00005509731,0.00009733674],"category_scores_gemma":[0.000001788459,0.0001062503,0.0001478895,0.00006962612,0.00002717573,0.0001027878,0.00004506615,0.00003761027,0.000003809691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158974,"about_ca_system_score_gemma":0.0000203188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2286834,"about_ca_topic_score_gemma":0.97557,"domain_scores_codex":[0.9987772,0.00002511374,0.0007236175,0.0002843897,0.00002573,0.0001639549],"domain_scores_gemma":[0.9994311,0.00007050065,0.0002425473,0.0002057879,0.000007456964,0.0000425569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008901719,0.00007346769,0.8643988,0.0002048107,0.02331505,5.527251e-7,0.0009452354,0.06640834,0.000001851348,0.04384519,0.0006258066,0.00009187155],"study_design_scores_gemma":[0.008386077,0.0003515,0.887341,0.00001201023,0.02541496,0.000001517751,0.00371481,0.05731745,0.0005859221,0.003900134,0.01222394,0.0007506956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953616,0.001119312,0.0004305304,0.001015411,0.0001655716,0.0006420391,0.0003794581,0.000003782152,0.0008822737],"genre_scores_gemma":[0.9981923,0.000213587,0.00006565509,0.0001568461,0.00001042019,0.000195034,0.0001023947,0.000008759716,0.001055042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7468866,"threshold_uncertainty_score":0.7764528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976659656","doi":"10.1007/s11273-006-9014-6","title":"The effects of the flood cycle on the diversity and composition of the phytoplankton community of a seasonally flooded Ramsar wetland in Bangladesh","year":2006,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","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":"Memorial University of Newfoundland","funders":"Society of Wetland Scientists","keywords":"Wetland; Ramsar site; Phytoplankton; Ecology; Dominance (genetics); Abundance (ecology); Floodplain; Environmental science; Plankton; Eutrophication; Abiotic component; Biology; Nutrient","authors":[{"name":"Sabir Bin Muzaffar","is_ca":true},{"name":"Fakhruddin Ali Ahmed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003665107205239591,"gpt":0.1708279498741129,"spread":0.1671628426688733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005318829,0.00008092454,0.0001398996,0.00001144718,0.0006124682,0.000005128844,0.0002805139,0.00004546675,0.000009055732],"category_scores_gemma":[0.0000119916,0.00003805516,0.00003669025,0.00009713149,0.0003186618,0.00002232028,0.0007945508,0.0001390535,6.015792e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002509003,"about_ca_system_score_gemma":0.000002703203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005587819,"about_ca_topic_score_gemma":0.01510847,"domain_scores_codex":[0.9991225,0.0003730699,0.0001644644,0.00009031014,0.0001367118,0.0001129427],"domain_scores_gemma":[0.9990754,0.0004793117,0.0001602972,0.0002683359,0.000004843981,0.00001178522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005617653,0.0001595016,0.9909534,0.0001392651,0.00003871154,0.000001016394,0.0004721958,0.0005375544,0.0003770075,0.006739131,0.0002853303,0.0002406709],"study_design_scores_gemma":[0.0006625587,0.00009805278,0.9942713,0.00006355882,0.00004483102,0.000001746624,0.0001294078,0.001731357,0.000536074,0.002259398,0.0001591599,0.00004257887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955702,0.00002963604,0.00001422015,0.0004292918,0.00009652734,0.0005278707,0.00001108557,0.000002449035,0.003318747],"genre_scores_gemma":[0.9997008,0.00006671651,0.00001053077,0.0001013569,0.000005680366,0.00001232565,0.000003003817,0.000002614738,0.00009698475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01454969,"threshold_uncertainty_score":0.8430881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2315510361","doi":"10.1007/s11273-016-9485-z","title":"Is consolidation drainage an indirect mechanism for increased abundance of cattail in northern prairie wetlands?","year":2016,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute for Wetland and Waterfowl Research, Ducks Unlimited Canada; U.S. Geological Survey; North Dakota State University","keywords":"Wetland; Environmental science; Hydrology (agriculture); Drainage; Typha; Water level; Drainage basin; Ecology; Geology; Geography; Biology","authors":[{"name":"Mark T. Wiltermuth","is_ca":false},{"name":"Michael J. Anteau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00995525718689063,"gpt":0.2372219976021876,"spread":0.227266740415297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003730759,0.0001053868,0.0001819211,0.00007640017,0.0001254213,0.000004594729,0.0001034355,0.00008508603,0.00009279102],"category_scores_gemma":[0.00003417699,0.00008168469,0.00002333325,0.00007846236,0.0001888964,0.0001266715,0.000105472,0.00003507527,0.00001956191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006168796,"about_ca_system_score_gemma":0.000005935229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004474048,"about_ca_topic_score_gemma":0.07641671,"domain_scores_codex":[0.9991969,0.00004306111,0.0002086885,0.000283787,0.00006105915,0.0002065147],"domain_scores_gemma":[0.9995626,0.0001334295,0.0001206043,0.0001319063,0.00001418321,0.00003725229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008481419,0.0001219414,0.9749882,0.00004127891,0.00005168348,0.000005053372,0.0004295257,0.00001422736,0.0003532697,0.02179806,0.0002115455,0.001900369],"study_design_scores_gemma":[0.001777947,0.0002713932,0.968954,0.00001311657,0.00003417099,0.000001703561,0.000147598,0.000424022,0.0003988309,0.02715018,0.0007053404,0.0001216597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905663,0.000006524722,0.002709032,0.001719503,0.00008260256,0.0005335035,0.00001688404,0.0000181824,0.004347499],"genre_scores_gemma":[0.9976574,0.0001034242,0.000743837,0.0005028527,0.000008200564,0.0002094865,0.00001522006,0.000006872903,0.0007527136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07637197,"threshold_uncertainty_score":0.9404363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038126481","doi":"10.1007/s11273-005-6237-x","title":"Assessing fine beam RADARSAT-1 backscatter from a white mangrove (Laguncularia racemosa (Gaertner)) canopy","year":2006,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge; Nipissing University","funders":"","keywords":"Mangrove; Canopy; Backscatter (email); Remote sensing; Environmental science; Geography; Forestry; Agroforestry; Geology; Ecology; Biology; Archaeology","authors":[{"name":"John M. Kovacs","is_ca":true},{"name":"Casey V. Vandenberg","is_ca":true},{"name":"Francisco Flores-Verdugo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004394075510126555,"gpt":0.1998682573977886,"spread":0.1954741818876621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002708024,0.0002547339,0.000286524,0.00006531048,0.0002433105,0.0001266113,0.0002038442,0.0001382157,0.001782162],"category_scores_gemma":[0.000003650897,0.0002331201,0.00006200139,0.0001434498,0.0001053603,0.0002681689,0.0006162553,0.000134125,0.0003494287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001679009,"about_ca_system_score_gemma":0.000005536353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492982,"about_ca_topic_score_gemma":0.03413359,"domain_scores_codex":[0.9983501,0.00006750932,0.0003243216,0.0005841209,0.0001988196,0.0004751628],"domain_scores_gemma":[0.9993784,0.00005512742,0.0001233118,0.0003442121,0.00000556857,0.00009335791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000403209,0.0001311118,0.9737458,0.0000373052,0.00009805927,0.0001655443,0.00007506839,0.0008574842,0.0004343663,0.0003326136,0.02012653,0.003955825],"study_design_scores_gemma":[0.001209931,0.00005222318,0.949187,0.00001898507,0.0001262416,0.00001674596,0.0001062586,0.003446628,0.00005454712,0.001201549,0.04425877,0.0003210815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441569,0.00004030651,0.003337499,0.001431442,0.0004230237,0.0004418136,0.00002460487,0.00007468906,0.05006965],"genre_scores_gemma":[0.9873582,0.00003071647,0.002847606,0.0005775026,0.000104686,0.00003182353,0.0002368433,0.00002450077,0.008788084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04320127,"threshold_uncertainty_score":0.9991304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106464480","doi":"10.1007/s11273-009-9170-6","title":"Measuring sediment accretion in early tidal marsh restoration","year":2010,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Echo sounding; Bathymetry; Geology; Transect; Accretion (finance); Sediment; Hydrology (agriculture); Oceanography; Deposition (geology); Bay; Marsh; Sedimentary budget; Geomorphology; Sediment transport; Wetland","authors":[{"name":"John Y. Takekawa","is_ca":false},{"name":"Isa Woo","is_ca":false},{"name":"Nicole D. Athearn","is_ca":false},{"name":"Scott A. Demers","is_ca":false},{"name":"Rachel Gardiner","is_ca":true},{"name":"William M. Perry","is_ca":false},{"name":"Neil K. Ganju","is_ca":false},{"name":"Gregory G. Shellenbarger","is_ca":false},{"name":"David H. Schoellhamer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00768962799918636,"gpt":0.1940718600603349,"spread":0.1863822320611485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004030706,0.00009148807,0.00009609482,0.00006843713,0.00008652066,0.00002391231,0.00009069654,0.00008021614,0.0002540057],"category_scores_gemma":[0.000006493411,0.00008888285,0.00001533588,0.00009333932,0.00004083236,0.0001349256,0.0002457035,0.0001310792,0.0001502375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008081611,"about_ca_system_score_gemma":0.000002079018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001973299,"about_ca_topic_score_gemma":0.04075248,"domain_scores_codex":[0.9992384,0.0000327482,0.0001599518,0.0002452549,0.000115103,0.000208599],"domain_scores_gemma":[0.9997415,0.00001553365,0.00004537097,0.000144049,0.000002587032,0.00005093672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003313983,0.00004908549,0.9929941,0.00002036027,0.0000086039,0.00002326106,0.0001506798,0.000201817,0.0008642107,0.001231822,0.000293486,0.004129493],"study_design_scores_gemma":[0.0005023938,0.0000612383,0.9908234,0.00000605755,0.000009449821,0.00000586899,0.00003673233,0.002527142,0.000030804,0.0005723278,0.005320688,0.0001038814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799075,0.000002006072,0.0001607542,0.0002826007,0.0003558772,0.0002998827,0.000001255635,0.00002549683,0.01896462],"genre_scores_gemma":[0.9985424,0.00003084628,0.0004228062,0.00007552445,0.00002655536,0.00005577175,0.00001189377,0.000006556385,0.0008275885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04055515,"threshold_uncertainty_score":0.9767513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082964835","doi":"10.1007/s11273-020-09746-9","title":"Structural and functional responses of Carex aquatilis to increasing sodium concentrations","year":2020,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Directorate for Biological Sciences; Syncrude","keywords":"Wetland; Carex; Biomass (ecology); Environmental science; Agronomy; Sodium; Marsh; Peat; Sandhill; Botany; Biology; Ecology; Chemistry","authors":[{"name":"Dale H. Vitt","is_ca":false},{"name":"Lilyan C. Glaeser","is_ca":false},{"name":"Melissa House","is_ca":false},{"name":"Samantha P. Kitchen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01570517293905889,"gpt":0.2244915356074374,"spread":0.2087863626683785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001436877,0.00009699263,0.0001579868,0.00003475276,0.0001444071,0.000012771,0.00006086937,0.00005109,0.0005639489],"category_scores_gemma":[0.00004171403,0.00008550331,0.00001777917,0.00009576928,0.0001462749,0.0000630573,0.0002494233,0.00005369973,0.00001629208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002137922,"about_ca_system_score_gemma":0.000005672215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007400221,"about_ca_topic_score_gemma":0.0006890597,"domain_scores_codex":[0.9992376,0.00007328957,0.0001647457,0.0002615204,0.00008242691,0.0001804377],"domain_scores_gemma":[0.9996414,0.00009375544,0.00004769686,0.00007607459,0.000005989205,0.0001351158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003496764,0.00001339159,0.9910349,0.0000222276,0.00003759068,0.00001332006,0.0004749125,0.0001122931,0.001099519,0.001608773,0.003846559,0.001386786],"study_design_scores_gemma":[0.0006721926,0.000262168,0.9898236,0.000002894839,0.00003547531,0.00001183365,0.0001936335,0.0009451573,0.00009419192,0.0002087975,0.00765383,0.00009626871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914776,0.00002050118,0.0002494295,0.003553565,0.00007509699,0.0002312889,0.00001316571,0.00001734098,0.00436202],"genre_scores_gemma":[0.9972202,0.00006818369,0.0007103938,0.001706359,0.0000314813,0.00002060639,0.00002070409,0.000004498276,0.0002175542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005742628,"threshold_uncertainty_score":0.6174845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900088777","doi":"10.1007/s11273-018-9636-5","title":"Delineating boreal plains bog margin ecotones across hydrogeological settings for wildfire risk management","year":2018,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Syncrude","keywords":"Peat; Ecotone; Boreal; Environmental science; Bog; Vegetation (pathology); Geology; Chronosequence; Physical geography; Ecology; Hydrology (agriculture); Geography; Soil science; Shrub; Soil water","authors":[{"name":"Kristyn M. Mayner","is_ca":true},{"name":"Paul Moore","is_ca":true},{"name":"SOPHIE WILKINSON","is_ca":true},{"name":"Richard M. Petrone","is_ca":true},{"name":"J. M. Waddington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006917483247206983,"gpt":0.2442715172400304,"spread":0.2373540339928234,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009022662,0.0003156357,0.000360818,0.00006670965,0.001004262,0.00005028039,0.0003350455,0.0002162725,0.0003729913],"category_scores_gemma":[0.0000292065,0.0002644874,0.0000939681,0.0001581687,0.0005225264,0.0001175603,0.0008995113,0.0001557714,0.0001487465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009058847,"about_ca_system_score_gemma":0.000003168163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001032258,"about_ca_topic_score_gemma":0.003645808,"domain_scores_codex":[0.9975756,0.00009021317,0.0004130392,0.0008262086,0.000155718,0.0009391979],"domain_scores_gemma":[0.9991784,0.0001352164,0.0001947114,0.0003159387,0.00001059804,0.0001651508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002572291,0.0001792977,0.9262077,0.00006689005,0.0002131118,0.00008346644,0.0003821336,0.00005572372,0.000009322976,0.001708079,0.02611807,0.04471896],"study_design_scores_gemma":[0.002462205,0.0007530191,0.7601876,0.00001401755,0.0001402559,0.00003052912,0.0003893405,0.005580658,0.00003009372,0.002815841,0.2272346,0.0003618741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531318,0.00003176324,0.002229875,0.001211612,0.0003518099,0.001182787,0.00005213427,0.0001299617,0.04167828],"genre_scores_gemma":[0.9852269,0.0008462141,0.008235898,0.001896495,0.0002242638,0.0004908332,0.00013791,0.000024893,0.002916597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2011165,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2955611820","doi":"10.1007/s11273-019-09675-2","title":"Identification of most spectrally distinguishable phenological stage of invasive Phramites australis in Lake Erie wetlands (Canada) for accurate mapping using multispectral satellite imagery","year":2019,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"Ontario Ministry of Natural Resources and Forestry; National Aeronautics and Space Administration","keywords":"Phragmites; Wetland; Marsh; Multispectral image; Environmental science; Thematic Mapper; Phenology; Vegetation (pathology); Remote sensing; Satellite imagery; Ecology; Geography; Biology","authors":[{"name":"Prabha Amali Rupasinghe","is_ca":true},{"name":"Patricia Chow‐Fraser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01285211178678545,"gpt":0.224840880789669,"spread":0.2119887690028835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003891282,0.0001616999,0.0003383397,0.00009545993,0.00006276891,0.00001970508,0.0001827802,0.00008367359,0.0002653335],"category_scores_gemma":[0.00005323459,0.0001542864,0.00004138167,0.0002234764,0.00009767727,0.0001315961,0.0002199837,0.00008312395,0.000004098921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388992,"about_ca_system_score_gemma":0.00002392297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002735685,"about_ca_topic_score_gemma":0.7672045,"domain_scores_codex":[0.9985305,0.00004618835,0.0005470163,0.0003730622,0.0001493294,0.000353875],"domain_scores_gemma":[0.9992554,0.0001490033,0.0003335824,0.0002034074,0.00001615843,0.0000424216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000104078,0.00009359501,0.9822534,0.0005701042,0.00005619182,0.00002420563,0.0001671429,0.004879902,0.01071841,0.0005724209,0.0001252911,0.0004352155],"study_design_scores_gemma":[0.001127663,0.000124699,0.9734691,0.00005572897,0.00003164616,0.000004722241,0.0007508039,0.02109589,0.0008849379,0.0002308651,0.002003064,0.0002208681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958677,0.00001148193,0.0005694182,0.00007639389,0.0001674903,0.0008372917,0.0002724293,0.00001172839,0.002186103],"genre_scores_gemma":[0.9972621,0.0001237637,0.001112423,0.00003393425,0.00001170795,0.00001677176,0.0001271005,0.0000108434,0.001301397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7644688,"threshold_uncertainty_score":0.6291617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586164788","doi":"10.1007/s11273-017-9532-4","title":"Testing the moss layer transfer technique on mineral well pads constructed in peatlands","year":2017,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Northern Alberta Institute of Technology; Université Laval; Center for Northern Studies","funders":"Natural Sciences and Engineering Research Council of Canada; Shell Canada","keywords":"Peat; Moss; Geology; Layer (electronics); Geochemistry; Mineral; Environmental science; Earth science; Soil science; Materials science; Geography; Archaeology; Ecology","authors":[{"name":"Marie-Ève Gauthier","is_ca":true},{"name":"Line Rochefort","is_ca":true},{"name":"Leonie Nadeau","is_ca":true},{"name":"Sandrine Hugron","is_ca":true},{"name":"Bin Xu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01628392227189039,"gpt":0.2344324785776478,"spread":0.2181485563057574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005160827,0.0002100106,0.0002437149,0.00006928114,0.0005706397,0.0000683067,0.0004350893,0.000152949,0.0004833093],"category_scores_gemma":[0.00003126687,0.0001416892,0.00003907349,0.00008753359,0.0004313028,0.00009780245,0.0003240246,0.0002394657,0.00006071903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005473063,"about_ca_system_score_gemma":0.000005322662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001777643,"about_ca_topic_score_gemma":0.003588344,"domain_scores_codex":[0.9986593,0.00008812216,0.0002414078,0.0004368055,0.0001183726,0.0004560186],"domain_scores_gemma":[0.9992706,0.0001214168,0.0000676321,0.0004620407,0.000005641856,0.00007271166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007900443,0.00008631753,0.9907552,0.00001473855,0.00002729863,0.0001584717,0.00007783555,0.00007576775,0.0006659353,0.001965972,0.002706013,0.003387455],"study_design_scores_gemma":[0.001464421,0.0002513693,0.9783689,0.00001664822,0.00002823666,0.00004269852,0.0000471708,0.0004589429,0.00009589532,0.0009791799,0.01805409,0.0001924134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8195912,0.000005667791,0.0001010212,0.001871463,0.0001657008,0.0005965003,0.000004409524,0.00003395415,0.1776301],"genre_scores_gemma":[0.997085,0.00008899363,0.000336268,0.0008248285,0.00004809892,0.0001968649,0.00001598339,0.00001220523,0.001391766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1774938,"threshold_uncertainty_score":0.5777916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587460582","doi":"10.1007/s11273-017-9531-5","title":"Growing season carbon gas exchange from peatlands used as a source of vegetation donor material for restoration","year":2017,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":15,"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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bog; Ombrotrophic; Peat; Environmental science; Moss; Vegetation (pathology); Growing season; Wetland; Undergrowth; Hydrology (agriculture); Agronomy; Ecology; Geology; Biology","authors":[{"name":"Kimberley Murray","is_ca":true},{"name":"Andrea K. Borkenhagen","is_ca":false},{"name":"David J. Cooper","is_ca":false},{"name":"Maria Strack","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01195741350457162,"gpt":0.2339703062840275,"spread":0.2220128927794559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003333337,0.0001571519,0.0002632819,0.00005643077,0.0003685692,0.00005634692,0.0002197552,0.0001417964,0.0001732605],"category_scores_gemma":[0.00003009301,0.0001441455,0.00004795478,0.00002861686,0.0001419308,0.000204494,0.0002696242,0.0000534136,0.000008676893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005768918,"about_ca_system_score_gemma":0.00000551501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005283,"about_ca_topic_score_gemma":0.005475793,"domain_scores_codex":[0.9989462,0.00005581944,0.0002270344,0.0003756121,0.0001189531,0.0002763203],"domain_scores_gemma":[0.9992903,0.0000638503,0.0002487266,0.0003179485,0.000009449011,0.00006972986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005707619,0.00011415,0.9819825,0.000137619,0.0001282508,0.00002261303,0.0007633788,0.0001167336,0.004068165,0.0007306891,0.001255403,0.01010969],"study_design_scores_gemma":[0.002826461,0.0005247078,0.9735959,0.00002521056,0.0001577666,0.000003800662,0.0001020866,0.002551053,0.001113987,0.002169421,0.01671139,0.0002182833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902777,0.00001802582,0.0002846202,0.0007449869,0.0004378812,0.0005217069,0.00001029108,0.00002639525,0.007678366],"genre_scores_gemma":[0.9978416,0.0001646275,0.0004326559,0.0001468473,0.0001506953,0.0001774245,0.0002254658,0.00001412411,0.0008465658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01545599,"threshold_uncertainty_score":0.5878083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964519183","doi":"10.1007/s11273-019-09679-y","title":"Opportunistic wetland formation on reconstructed landforms in a sub-humid climate: influence of site and landscape-scale factors","year":2019,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge; University of Alberta","funders":"","keywords":"Wetland; Landform; Marsh; Swamp; Hydrology (agriculture); Environmental science; Geology; Groundwater; Vegetation (pathology); Peat; Ecology; Geomorphology","authors":[{"name":"Mika Little-Devito","is_ca":true},{"name":"C. A. Mendoza","is_ca":true},{"name":"L. Chasmer","is_ca":true},{"name":"Nicholas Kettridge","is_ca":true},{"name":"K. J. Devito","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005173232484606082,"gpt":0.1945506496705223,"spread":0.1893774171859162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003338396,0.0001814034,0.0003245574,0.0001670584,0.00009135265,0.00001614767,0.0001035265,0.0001352798,0.0002583171],"category_scores_gemma":[0.00001072971,0.0001421308,0.00002649744,0.0001422107,0.0001275768,0.000190753,0.0002169397,0.0001419841,0.00006125509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003984736,"about_ca_system_score_gemma":0.000004161906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006450224,"about_ca_topic_score_gemma":0.002970637,"domain_scores_codex":[0.9987948,0.00005920049,0.0003372415,0.0003434998,0.0001108366,0.000354401],"domain_scores_gemma":[0.9994708,0.0001007432,0.0001477719,0.0001848352,0.000006275324,0.00008962286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001338154,0.00006075536,0.9970894,0.0001131033,0.00001457516,0.00001477166,0.0002234729,0.0002169513,0.0005170933,0.0002438605,0.0001858958,0.001186304],"study_design_scores_gemma":[0.001711483,0.0003640683,0.9952807,0.0000341785,0.00002358353,0.0000193489,0.0001725668,0.0007982744,0.0001107868,0.0002300915,0.001081568,0.000173358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901256,0.00001019722,0.000006575906,0.00009163882,0.00007532028,0.000443264,0.0000311746,0.00002080293,0.009195418],"genre_scores_gemma":[0.9982088,0.00125072,0.00005719838,0.0001627975,0.000006319828,0.00002906185,0.0001300714,0.000008380807,0.0001466588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009048759,"threshold_uncertainty_score":0.5795928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2983976543","doi":"10.1007/s11273-019-09692-1","title":"Impacts of urbanization and agricultural legacy on taxonomic and functional diversity in isolated wetlands","year":2019,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université de Montréal; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Species richness; Wetland; Urbanization; Beta diversity; Ecology; Biodiversity; Swamp; Marsh; Geography; Species diversity; Habitat; Ecosystem; Biology","authors":[{"name":"Audréanne Loiselle","is_ca":true},{"name":"Stéphanie Pellerin","is_ca":true},{"name":"Monique Poulin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006548483718331105,"gpt":0.1820021653816802,"spread":0.175453681663349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001061522,0.00006933905,0.0001084131,0.0000509587,0.000126773,0.000005987929,0.00002606338,0.00005345004,0.0001120347],"category_scores_gemma":[0.000004573536,0.00005676017,0.000007995965,0.00006358407,0.00008379276,0.0001157904,0.0002806962,0.00005069166,0.00001527745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002617065,"about_ca_system_score_gemma":0.000001029206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003123192,"about_ca_topic_score_gemma":0.002171752,"domain_scores_codex":[0.9995746,0.00002102847,0.00009316987,0.0001725261,0.00003677559,0.00010189],"domain_scores_gemma":[0.9998415,0.00004010501,0.00005001947,0.00004083196,0.000003661671,0.00002392522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006306564,0.00003696216,0.9945051,0.00002066846,0.00002936766,0.000001687915,0.0001449975,0.0003188368,0.0000525514,0.004460321,0.0002687432,0.00009771061],"study_design_scores_gemma":[0.0009536521,0.0001947396,0.9968731,0.000005459135,0.00001727381,0.000002878311,0.0001734245,0.001236654,0.000003366686,0.0003761938,0.00009928929,0.00006392778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926264,0.00001599821,0.00004119583,0.0002572738,0.00007784146,0.0001963826,0.000001468926,0.000006353957,0.006777045],"genre_scores_gemma":[0.998989,0.000306139,0.00004270807,0.0001403073,0.000004326333,0.000005803902,0.00001212635,0.000001624972,0.0004979728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006362551,"threshold_uncertainty_score":0.2314613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073330744","doi":"10.1007/s11273-014-9366-2","title":"Assessing wetland mitigation efforts using standing vegetation and seed bank community structure in neighboring natural and compensatory wetlands in north-central Texas","year":2014,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"University of North Texas","keywords":"Wetland; Species richness; Vegetation (pathology); Plant community; Soil seed bank; Ecology; Environmental science; Species diversity; Floodplain; Hydrology (agriculture); Germination; Agronomy; Biology; Geology","authors":[{"name":"Christopher B. Wall","is_ca":false},{"name":"Kevin J. Stevens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007679291941376355,"gpt":0.2220741102482733,"spread":0.2143948183068969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005501039,0.0001991355,0.0002740144,0.0001659688,0.0002875249,0.0001090715,0.00008501353,0.0001049722,0.00001085582],"category_scores_gemma":[0.00001791514,0.0001925874,0.00001515849,0.0001862971,0.0001195357,0.0004530319,0.000342231,0.0003225712,7.788107e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273458,"about_ca_system_score_gemma":0.000005041836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000504468,"about_ca_topic_score_gemma":0.1650836,"domain_scores_codex":[0.99865,0.0002170794,0.000306628,0.0003173119,0.0001302865,0.0003787176],"domain_scores_gemma":[0.9995246,0.000124642,0.000118323,0.0001423466,0.000005115337,0.00008499277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002708065,0.00002528143,0.9934506,0.0001869277,0.00001261951,0.00001499026,0.0005038065,0.002126881,0.0004749663,0.0001986429,0.000001511419,0.002976708],"study_design_scores_gemma":[0.001385634,0.00004513728,0.8972265,0.00007981368,0.00002517696,0.00002231218,0.0002740182,0.1002642,0.00001246315,0.000407802,0.00006639984,0.0001905838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983691,0.00003622753,0.0002681457,0.00004008149,0.0001881003,0.0003656894,0.000002800334,0.00001947194,0.0007103807],"genre_scores_gemma":[0.9992089,0.00007228241,0.0005440245,0.00007368872,0.00002120689,0.000006456531,0.00005092286,0.000012659,0.000009908531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1645792,"threshold_uncertainty_score":0.8501514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028203283","doi":"10.1007/s11273-009-9141-y","title":"Seasonal nutrient fluxes variability of northern salt marshes: examples from the lower St. Lawrence Estuary","year":2009,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Salt marsh; Estuary; Marsh; Brackish marsh; Environmental science; Oceanography; Nutrient; Nitrate; Hydrology (agriculture); Sediment; Wetland; Geology; Ecology; Geomorphology; Biology","authors":[{"name":"Patrick Poulin","is_ca":true},{"name":"Émilien Pelletier","is_ca":true},{"name":"Vladimir G. Koutitonski","is_ca":true},{"name":"Urs Neumeier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005821850665677299,"gpt":0.1919937801554764,"spread":0.1861719294897991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004790366,0.0001507009,0.0002002511,0.00001653472,0.0001501935,0.00001836349,0.0002861651,0.00006881687,0.0006739316],"category_scores_gemma":[0.00002072812,0.0001062219,0.00004853965,0.0001068379,0.0001647618,0.00007741585,0.0003777873,0.00009057517,0.00004253501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007115726,"about_ca_system_score_gemma":0.000006078312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004290412,"about_ca_topic_score_gemma":0.01765158,"domain_scores_codex":[0.9988245,0.0001139023,0.0002468035,0.0003728006,0.0001842773,0.0002576544],"domain_scores_gemma":[0.9992517,0.0002200787,0.00009805248,0.0003564481,0.000007527029,0.00006617595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008523644,0.0003326295,0.9837991,0.0000191426,0.00004819424,0.00001530022,0.0001961505,0.000213724,0.00003952593,0.001794792,0.001585402,0.01187079],"study_design_scores_gemma":[0.0004042396,0.0002218874,0.9794683,0.00001543044,0.00004798292,0.00000280876,0.0001132246,0.001307293,0.000005664043,0.01084216,0.00744787,0.0001231338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911831,0.0000285336,0.0008833901,0.000808442,0.0001723918,0.0003912626,0.0000559493,0.00002661837,0.006450302],"genre_scores_gemma":[0.9986047,0.0001702963,0.0004719134,0.0004089276,0.00003020383,0.00002447052,0.0000470312,0.000005521703,0.00023693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01722254,"threshold_uncertainty_score":0.9849998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2572597020","doi":"10.1007/s11273-017-9529-z","title":"Livestock grazing in intermountain depressional wetlands: effects on breeding waterfowl","year":2017,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Thompson Rivers University; University of British Columbia, Okanagan Campus; University of British Columbia; Ducks Unlimited Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Institute for Wetland and Waterfowl Research, Ducks Unlimited Canada; Ministry of Forests, Lands and Natural Resource Operations","keywords":"Waterfowl; Wetland; Livestock; Grazing; Agroforestry; Cattle grazing; Environmental science; Geography; Biology; Ecology; Habitat","authors":[{"name":"R. B. Harrison","is_ca":true},{"name":"W. Marc. Jones","is_ca":true},{"name":"Daniel E. Clark","is_ca":true},{"name":"Brian A. Heise","is_ca":true},{"name":"Lauchlan H. Fraser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008361966253331394,"gpt":0.2414492731425677,"spread":0.2330873068892363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002959752,0.0001303125,0.0001624039,0.00007387152,0.0006446405,0.00003455177,0.00021424,0.00008407385,0.0000750582],"category_scores_gemma":[0.00003628654,0.0001086361,0.00002381382,0.00002533853,0.0001801058,0.0001321859,0.0006192311,0.0001402962,0.0001109176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006559979,"about_ca_system_score_gemma":0.000001435033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002928893,"about_ca_topic_score_gemma":0.005692696,"domain_scores_codex":[0.9991404,0.00005037228,0.0001419936,0.0003228078,0.00007513293,0.0002693058],"domain_scores_gemma":[0.9995645,0.0001146603,0.00008609072,0.0001877316,0.000002541733,0.00004447189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005146335,0.00005721585,0.9922289,0.00003547709,0.00003415709,0.00008549207,0.0001899458,0.0001223608,0.00007183212,0.002710986,0.0004481336,0.003964031],"study_design_scores_gemma":[0.0009976501,0.0002066322,0.993287,0.0000486258,0.00001784809,0.000004767347,0.00005332913,0.001115869,0.00004897904,0.003344707,0.0007494268,0.0001251294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615819,0.00001120662,0.0001037608,0.001066061,0.0003404443,0.0002705353,8.269927e-7,0.00001900694,0.0366062],"genre_scores_gemma":[0.997606,0.0001897827,0.0002401373,0.0005173057,0.00002889705,0.0001105976,0.000004699828,0.000006459399,0.001296083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03602408,"threshold_uncertainty_score":0.4958118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045595485","doi":"10.1007/s11273-010-9206-y","title":"Salt marsh stabilization affects algal primary producers at the marsh edge","year":2011,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","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 British Columbia; University of British Columbia Hospital","funders":"","keywords":"Marsh; Salt marsh; Wetland; Benthic zone; Spartina alterniflora; Spartina; Environmental science; Ecology; Abundance (ecology); Brackish marsh; Ecosystem; Oceanography; Biology; Geology","authors":[{"name":"Mary I. O’Connor","is_ca":true},{"name":"Christy R. Violin","is_ca":false},{"name":"Andrea Antón","is_ca":false},{"name":"Laura M. Ladwig","is_ca":false},{"name":"Michael F. Piehler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007951523678391621,"gpt":0.1852205957291322,"spread":0.1772690720507406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000449542,0.0001554162,0.0001465327,0.00003728135,0.0002736316,0.00001698,0.0001960588,0.00007267838,0.001669318],"category_scores_gemma":[0.00000874303,0.0001128709,0.00003413811,0.0001264482,0.0001576894,0.0001072335,0.0009397955,0.00007748471,0.000304777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002260464,"about_ca_system_score_gemma":0.000004391806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006104492,"about_ca_topic_score_gemma":0.009866049,"domain_scores_codex":[0.9988664,0.00009419137,0.0001594143,0.0004065449,0.0001419313,0.0003315383],"domain_scores_gemma":[0.9994767,0.00003905948,0.00008182749,0.0003273989,0.000003992619,0.00007097932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001441684,0.0001441825,0.9624898,0.0001683012,0.00007380874,0.00004099181,0.0006252066,0.00009019243,0.0001505775,0.001310574,0.02000883,0.01475336],"study_design_scores_gemma":[0.0004845303,0.0001406483,0.9777942,0.000007907822,0.00005546128,0.00001839239,0.00008735756,0.0004173894,0.00006519617,0.0004680552,0.02029333,0.0001674936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8898966,0.00002917126,0.0002395238,0.0003720662,0.0004166415,0.0009179332,0.000006694403,0.00005605577,0.1080653],"genre_scores_gemma":[0.9905226,0.0002280422,0.0002425449,0.000478594,0.00002782798,0.0001230772,0.00004927221,0.00001608794,0.008311988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1006259,"threshold_uncertainty_score":0.9992433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009881131","doi":"10.1007/s11273-014-9400-4","title":"The ALOS Kyoto &amp; Carbon Initiative: enabling the mapping, monitoring and assessment of globally important wetlands","year":2015,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","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":"University of Victoria","funders":"","keywords":"Wetland; Environmental science; Environmental resource management; Remote sensing; Water resource management; Environmental protection; Environmental planning; Geography; Ecology","authors":[{"name":"Åke Rosenqvist","is_ca":false},{"name":"Lisa‐Maria Rebelo","is_ca":false},{"name":"Maycira Costa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02624013095854207,"gpt":0.2748412687687914,"spread":0.2486011378102494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001523032,0.0002071895,0.0002680138,0.00005259539,0.0003949366,0.00005863129,0.0003239812,0.0001033704,0.0000273567],"category_scores_gemma":[0.00004153285,0.0001220932,0.0000388632,0.0001724815,0.0003869476,0.00007784127,0.0007644381,0.0001959216,0.000003982388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020002,"about_ca_system_score_gemma":0.00002298909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001610411,"about_ca_topic_score_gemma":0.002339898,"domain_scores_codex":[0.9983954,0.0001331542,0.0004083287,0.0003716619,0.0002680989,0.0004233776],"domain_scores_gemma":[0.999101,0.0001880381,0.0002290748,0.0003245749,0.00002012418,0.0001371758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003467369,0.0000484947,0.9940991,0.00001871343,0.0001157589,0.00002200256,0.0003307946,0.00004457447,0.00006157342,0.001963442,0.001298694,0.00196215],"study_design_scores_gemma":[0.001044837,0.0001993139,0.925588,0.00001382607,0.00006752036,0.00002481206,0.0007930587,0.0005850508,0.00001427644,0.002175549,0.06933735,0.0001564257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447073,0.0003446908,0.0001076814,0.002098686,0.0004314909,0.0005592295,0.000004861092,0.00002986475,0.05171618],"genre_scores_gemma":[0.9952577,0.003100331,0.0006254431,0.000209321,0.00007909963,0.0001203567,0.000008787941,0.00001094878,0.0005879791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06851116,"threshold_uncertainty_score":0.4978817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059857979","doi":"10.1007/s11273-013-9332-4","title":"Common reed (Phragmites australis) invasion and amphibian distribution in freshwater wetlands","year":2013,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","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":"Université de Montréal; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Phragmites; Wetland; Ecology; Abundance (ecology); Habitat; Amphibian; Biology; Invasive species; Population","authors":[{"name":"Marc J. Mazerolle","is_ca":true},{"name":"Amélie Perez","is_ca":true},{"name":"Jacques Brisson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00608525204642389,"gpt":0.1958782630108514,"spread":0.1897930109644275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002591601,0.0001633012,0.0002047652,0.00006308567,0.0001283669,0.00005663495,0.0001133921,0.0001177262,0.0006839032],"category_scores_gemma":[0.000006529629,0.000138032,0.00002133432,0.0001200672,0.0001109796,0.0002300131,0.0005069521,0.0001102538,0.0001592649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009716955,"about_ca_system_score_gemma":0.000001337633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009668634,"about_ca_topic_score_gemma":0.1268836,"domain_scores_codex":[0.998882,0.00005381883,0.0002521963,0.0003602227,0.0001036009,0.0003481763],"domain_scores_gemma":[0.9996089,0.00003908467,0.00006011003,0.0001838994,0.000003715889,0.0001042846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002240924,0.00005753409,0.9906475,0.00004898899,0.00001367664,0.00002607333,0.00008521009,0.00005837167,0.0001420409,0.0006561779,0.004813981,0.003428036],"study_design_scores_gemma":[0.0008525171,0.0001086436,0.9848414,0.00002263809,0.00001766055,0.00001682406,0.0001150579,0.004056381,0.00002272026,0.001728836,0.008040382,0.0001769355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931402,0.00000900327,0.00005616483,0.001175183,0.00009640938,0.0005501749,0.00001980432,0.00003223069,0.004920878],"genre_scores_gemma":[0.9978743,0.0002648204,0.0001780658,0.0001745067,0.00001508745,0.0001002701,0.000210007,0.00000888771,0.001174041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1259168,"threshold_uncertainty_score":0.8890485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2757831596","doi":"10.1007/s11273-017-9578-3","title":"Predicted risks of groundwater decline in seasonal wetland plant communities depend on basin morphology","year":2017,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Wetland; Groundwater; Water table; Environmental science; Structural basin; Ecosystem; Ecology; Climate change; Hydrology (agriculture); Surface water; Biology; Geology; Environmental engineering","authors":[{"name":"David C. Deane","is_ca":true},{"name":"Claire Harding","is_ca":false},{"name":"Kane Aldridge","is_ca":false},{"name":"Abigail M. Goodman","is_ca":false},{"name":"Susan Gehrig","is_ca":false},{"name":"Jason Nicol","is_ca":false},{"name":"Justin D. Brookes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0302702853988742,"gpt":0.2635275020739298,"spread":0.2332572166750556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005048789,0.0001639257,0.0002873661,0.0000987813,0.0004272707,0.00001915109,0.0003688792,0.0001119215,0.0005012442],"category_scores_gemma":[0.00001208454,0.0001344683,0.00002988296,0.00003086782,0.000574897,0.000104946,0.001249119,0.0001603712,0.000042214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003236322,"about_ca_system_score_gemma":0.000001635841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357625,"about_ca_topic_score_gemma":0.02548346,"domain_scores_codex":[0.9989532,0.0001253199,0.0002306111,0.0002482605,0.0001125928,0.000330055],"domain_scores_gemma":[0.9993645,0.00008171629,0.0001321969,0.0003750213,0.000003515102,0.00004307228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003207854,0.000236225,0.9941649,0.0000366552,0.0001158992,0.0001363139,0.0002811042,0.0002981354,0.00001190332,0.001208241,0.002247849,0.0009419828],"study_design_scores_gemma":[0.001825652,0.0003646782,0.9870912,0.00001869938,0.0000524901,0.000007939894,0.0001564061,0.0005462972,0.00004823019,0.001588587,0.008170024,0.0001297617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746457,0.000009400705,0.00004672121,0.002514846,0.0001781621,0.0002966992,0.0000183649,0.00001703078,0.02227302],"genre_scores_gemma":[0.9974256,0.0007036871,0.0001259103,0.0009456617,0.00001594575,0.00006653822,0.00004984491,0.000007444299,0.0006594399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02412584,"threshold_uncertainty_score":0.9922989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405695608","doi":"10.1007/s11273-024-10021-4","title":"Great Lakes coastal wetland plant biodiversity increases following the manual removal of invasive Phragmites australis","year":2024,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Natural Resources and Forestry; Parks Canada; Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phragmites; Wetland; Vegetation (pathology); Species richness; Ecology; Aquatic plant; Plant community; Biodiversity; Habitat; Invasive species; Species diversity; Introduced species; Environmental science; Macrophyte; Biology","authors":[{"name":"Meghan Ward","is_ca":true},{"name":"Tarra Degazio","is_ca":true},{"name":"Jeff Bowman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007897281625979878,"gpt":0.2046329818370962,"spread":0.1967357002111163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003409951,0.0001693482,0.0002091467,0.00007516191,0.0002205497,0.00005111831,0.0002072052,0.0000753093,0.0003463922],"category_scores_gemma":[0.00001442376,0.0001180396,0.00009232257,0.0001534286,0.0001838019,0.0001450054,0.0006834716,0.000102072,0.0000987194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004920937,"about_ca_system_score_gemma":0.000007444061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009001012,"about_ca_topic_score_gemma":0.04509486,"domain_scores_codex":[0.9989243,0.00007163078,0.0002030923,0.0003377665,0.0001782894,0.0002849471],"domain_scores_gemma":[0.9994886,0.0002015153,0.00005392257,0.0001823186,0.000003431815,0.00007023957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001136891,0.00008957544,0.9740031,0.0003195753,0.0004647865,0.002262463,0.000550785,0.0001705125,0.0002737753,0.001428237,0.01807463,0.002248899],"study_design_scores_gemma":[0.001282733,0.0003640821,0.9340954,0.000167684,0.0006411866,0.0006277148,0.001796252,0.001986697,0.000211575,0.001091582,0.05724342,0.000491611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913437,0.00007648028,0.00003571493,0.0005060211,0.0002925039,0.0003291403,0.0002192098,0.0000503742,0.007146866],"genre_scores_gemma":[0.9974919,0.0003690333,0.00009708833,0.00010473,0.00002609523,0.00001661385,0.0001173341,0.000006520285,0.001770691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04419476,"threshold_uncertainty_score":0.9723297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113261051","doi":"10.1007/s11273-020-09769-2","title":"Assessing the potential of integrating distribution and structure of permanent open-water wetlandscapes in reclamation design: a case study of Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","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":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Government of Alberta","keywords":"Wetland; Land reclamation; Disturbance (geology); Environmental science; Environmental resource management; Natural resource; Natural (archaeology); Boreal; Ecosystem; Ecology; Geography; Hydrology (agriculture); Physical geography; Geology","authors":[{"name":"Jennifer D. Ridge","is_ca":true},{"name":"Derek T. Robinson","is_ca":true},{"name":"Rebecca C. Rooney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01081848029764802,"gpt":0.2289983354549508,"spread":0.2181798551573028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001678245,0.00006440248,0.0001534512,0.0000115659,0.00007376892,0.00001672315,0.00009326361,0.00002587787,0.00005541679],"category_scores_gemma":[0.000004088136,0.00003638749,0.00000656706,0.0000630198,0.00001432417,0.0001140286,0.0002465541,0.00004116208,1.193496e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001946361,"about_ca_system_score_gemma":0.000005644964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1996717,"about_ca_topic_score_gemma":0.8637971,"domain_scores_codex":[0.9993723,0.0001081204,0.0002279216,0.000132871,0.00007313119,0.00008565216],"domain_scores_gemma":[0.9997668,0.00003695412,0.0001047942,0.0000652178,0.000005241816,0.00002094572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009169278,0.0001350955,0.9811876,0.0003658023,0.00009787777,0.000158674,0.007359777,0.007158801,0.001439894,0.00003929562,0.0001387885,0.001826691],"study_design_scores_gemma":[0.001828952,0.0004446515,0.9336829,0.00004520226,0.0001431752,0.00007169224,0.03229142,0.02988994,0.001297847,0.00009026188,0.00008780797,0.0001261961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990591,0.000006553642,0.00008477596,0.000298766,0.00002839867,0.0004234187,0.000004275772,0.000001042745,0.00009370613],"genre_scores_gemma":[0.9998638,0.00001503881,0.00004517522,0.00004183172,0.000004624346,0.000008322411,0.0000160194,0.000002110364,0.000003051736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6641254,"threshold_uncertainty_score":0.8056577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2905203037","doi":"10.1007/s11273-018-9649-0","title":"Temperature responses of carbon dioxide fluxes from coarse dead wood in a black ash wetland","year":2018,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thompson Rivers University","funders":"U.S. Forest Service; Michigan Technological University","keywords":"Emerald ash borer; Environmental science; Wetland; Agrilus; Carbon dioxide; Infestation; Ecosystem respiration; Ecosystem; Flux (metallurgy); Ecology; Fraxinus; Agronomy; Biology; Primary production; Chemistry","authors":[{"name":"Nam Jin Noh","is_ca":false},{"name":"Joseph P. Shannon","is_ca":false},{"name":"Nicholas W. Bolton","is_ca":false},{"name":"Joshua Clark Davis","is_ca":false},{"name":"Matthew Van Grinsven","is_ca":false},{"name":"Thomas G. Pypker","is_ca":true},{"name":"Randall K. Kolka","is_ca":false},{"name":"Joseph W. Wagenbrenner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.011401803307171,"gpt":0.2034690240320182,"spread":0.1920672207248472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001745906,0.0001233223,0.0002332312,0.00003743585,0.00014522,0.000008589972,0.000141697,0.0001608045,0.0001181511],"category_scores_gemma":[0.00002130522,0.00005532034,0.00003334954,0.0001526024,0.0003919881,0.00003526388,0.0002310812,0.00008724556,0.00001542455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001309376,"about_ca_system_score_gemma":0.000002720424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003650842,"about_ca_topic_score_gemma":0.04135439,"domain_scores_codex":[0.9991909,0.000076683,0.0001608092,0.0002782073,0.00006501135,0.0002283793],"domain_scores_gemma":[0.9996548,0.0001628681,0.00006264287,0.00005335434,0.00002919781,0.00003709949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000423288,0.0001238037,0.9899231,0.00001440614,0.0001008084,0.00004575403,0.0003076292,4.2782e-7,0.006730532,0.0002856056,0.001140613,0.0009040359],"study_design_scores_gemma":[0.0005377106,0.0006105133,0.9919504,0.00001742788,0.00003403635,0.000001476477,0.0009359772,0.000007383839,0.001119014,0.000870966,0.003799811,0.0001152869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957079,0.00008482942,5.46873e-8,0.001388549,0.0001420525,0.0002053246,0.00004356013,0.00002000042,0.002407757],"genre_scores_gemma":[0.9980704,0.0004991969,0.00004690141,0.0003510983,0.00008004754,0.0000111234,0.00003451588,5.175979e-7,0.0009062669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0409893,"threshold_uncertainty_score":0.9761384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119121234","doi":"10.1007/s11273-020-09771-8","title":"An evaluation of water quality at Sandhill Wetland: implications for reclaiming wetlands above soft tailings deposits in northern Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","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":"Syncrude (Canada)","funders":"Syncrude","keywords":"Wetland; Sandhill; Environmental science; Water quality; Peat; Land reclamation; Surface water; Hydrology (agriculture); Ecology; Geology; Environmental engineering; Habitat","authors":[{"name":"Jeremy A. Hartsock","is_ca":false},{"name":"Jessica Piercey","is_ca":true},{"name":"Melissa House","is_ca":false},{"name":"Dale H. Vitt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01621828036312766,"gpt":0.2659680559306151,"spread":0.2497497755674875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003971,0.0001965608,0.000357406,0.00006458656,0.0002866349,0.00001619672,0.0001825202,0.0001440083,0.0002858822],"category_scores_gemma":[0.00005647255,0.0001644905,0.00005152435,0.0001255621,0.00007002894,0.0001097754,0.0002400869,0.00008722908,0.000006084884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004171564,"about_ca_system_score_gemma":0.00006636792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05565657,"about_ca_topic_score_gemma":0.994587,"domain_scores_codex":[0.9980265,0.0002085395,0.0004986163,0.0005896371,0.0002059302,0.0004707801],"domain_scores_gemma":[0.9991267,0.0001811613,0.0001392465,0.0003626132,0.00007046569,0.0001198647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001001632,0.0001486937,0.9908435,0.00005217716,0.0000617,0.000006352452,0.0003148281,0.001146891,0.002536855,0.0003130501,0.0006832851,0.003792517],"study_design_scores_gemma":[0.002372216,0.0001207514,0.9870499,0.000009424249,0.0001350773,0.00001395552,0.0001691655,0.001632562,0.001637269,0.001291189,0.005330706,0.0002378199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932533,0.00003367615,0.0002406897,0.001818303,0.000184537,0.0006224962,0.00002303781,0.00001092706,0.003813061],"genre_scores_gemma":[0.9975947,0.0001091493,0.0002409183,0.0005066041,0.0000350398,0.0003064079,0.0005590804,0.0000150619,0.000633027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9389305,"threshold_uncertainty_score":0.9506319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119611795","doi":"10.1007/s11273-020-09779-0","title":"Contaminant characterization in wetland media surrounding a pulp mill industrial effluent treatment facility","year":2021,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dillon Consulting; Cape Breton University; Dalhousie University","funders":"","keywords":"Wetland; Effluent; Environmental science; Mercury (programming language); Environmental chemistry; Sediment; Wastewater; Contamination; Environmental engineering; Ecology; Chemistry; Geology; Biology","authors":[{"name":"Meaghan Quanz","is_ca":true},{"name":"Tony R. ‎Walker","is_ca":true},{"name":"Ken D. Oakes","is_ca":true},{"name":"Rob Willis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02840272235142636,"gpt":0.245242438634776,"spread":0.2168397162833496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000253761,0.0001344249,0.000219132,0.00004947401,0.0001271298,0.00002276723,0.00004458951,0.00007711136,0.0005793631],"category_scores_gemma":[0.00003121512,0.0001127047,0.00002713867,0.0001408572,0.00008013678,0.00009769525,0.0001390249,0.00005955162,0.00005990812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000196173,"about_ca_system_score_gemma":0.000008611388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006812649,"about_ca_topic_score_gemma":0.003699656,"domain_scores_codex":[0.9990115,0.0001102611,0.0002243451,0.0002973903,0.0001047795,0.0002517586],"domain_scores_gemma":[0.9996778,0.0000664461,0.00005831245,0.0001198592,0.000005409448,0.00007220569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004272637,0.0001338992,0.9768932,0.00001189783,0.00004586604,0.00008933087,0.0009720846,0.000008592362,0.001360051,0.0001230694,0.0002097999,0.0201095],"study_design_scores_gemma":[0.001895017,0.00008561609,0.96406,0.00001053884,0.00003728874,0.000007479505,0.000419207,0.00004123346,0.0006152053,0.00006259447,0.03264595,0.0001198432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960722,0.00002777469,0.00008734882,0.0005457398,0.0003435676,0.0003209255,0.00003655972,0.00001499654,0.002550892],"genre_scores_gemma":[0.9969863,0.001219491,0.00003549727,0.0001973083,0.00002933585,0.00008718659,0.0002364108,0.000003563557,0.001204952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03243615,"threshold_uncertainty_score":0.634362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198892644","doi":"10.1007/s11273-021-09828-2","title":"Drivers, pressures, and state responses to inform long-term oil sands wetland monitoring program objectives","year":2021,"lang":"en","type":"article","venue":"Wetlands Ecology and Management","topic":"Peatlands and Wetlands Ecology","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":"Alberta Environment and Protected Areas; University of Waterloo","funders":"Government of Alberta; University of Waterloo; Alberta Environment and Parks","keywords":"Wetland; Environmental science; Ecosystem; Habitat; Oil sands; Environmental resource management; Landscape ecology; Peat; Carbon sequestration; Boreal; Ecosystem services; Geography; Ecology; Hydrology (agriculture); Geology","authors":[{"name":"Cari Ficken","is_ca":true},{"name":"Stephanie J. Connor","is_ca":true},{"name":"Rebecca C. Rooney","is_ca":true},{"name":"Danielle Cobbaert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009374021306811729,"gpt":0.2556377800391433,"spread":0.2462637587323316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000293601,0.0002475151,0.0003060013,0.000112047,0.0003965001,0.0001006413,0.0001593342,0.000119661,0.0002882184],"category_scores_gemma":[0.00002844427,0.0002230489,0.00003938051,0.0002278834,0.0001907551,0.0001851773,0.0009161763,0.0001484072,0.00004219778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006877249,"about_ca_system_score_gemma":0.00001350581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003107204,"about_ca_topic_score_gemma":0.002260776,"domain_scores_codex":[0.9983354,0.00009578039,0.0002524357,0.0005975275,0.0001728109,0.0005461088],"domain_scores_gemma":[0.9993056,0.00009986172,0.00007234253,0.0002629655,0.00001619118,0.0002430248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001906262,0.0001274531,0.9241503,0.00007209923,0.0001246603,0.0003803572,0.0004977685,0.00002794219,0.0001878557,0.00007199039,0.0009076297,0.07326132],"study_design_scores_gemma":[0.001256286,0.0004097354,0.9530017,0.00002598652,0.00007107176,0.00006561048,0.0001259697,0.00002469178,0.0002611139,0.0001271336,0.04436374,0.0002669949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847999,0.00017386,0.00004016598,0.0007501112,0.0002701089,0.0003208651,0.00001233208,0.00008801545,0.01354462],"genre_scores_gemma":[0.9808115,0.00366763,0.001096355,0.0003051888,0.00005621243,0.0002208882,0.00003158957,0.00001645867,0.01379412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07299433,"threshold_uncertainty_score":0.9095669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}