{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":32,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":32,"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":"a9aec76a5149","filters":{"venue":"Geoderma Regional"}},"results":[{"id":"W1967243116","doi":"10.1016/j.geodrs.2015.01.002","title":"Changes in soil characteristics after six seasons of cereal–legume intercropping in the Southern Pampa","year":2015,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Agronomic Practices and Intercropping Systems","field":"Agricultural and Biological Sciences","cited_by":26,"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; Inter-American Institute for Global Change Research; University of Waterloo; Consejo Nacional de Investigaciones Científicas y Técnicas; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Intercropping; Agronomy; Crop; Crop residue; Soil carbon; Legume; Biomass (ecology); Growing season; Nitrogen; Mathematics; Chemistry; Environmental science; Soil water; Agriculture; Biology; Soil science","authors":[{"name":"Maren Oelbermann","is_ca":true},{"name":"Alison Regehr","is_ca":true},{"name":"Laura Echarte","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05270348069272661,"gpt":0.239443187027956,"spread":0.1867397063352294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003048135,0.0002346304,0.0002896677,0.0005632828,0.000545731,0.0003792394,0.000369834,0.0003887835,0.0008482339],"category_scores_gemma":[0.0005174184,0.0001823216,0.0002812186,0.0005771316,0.0003562725,0.000295873,0.000462345,0.0003166385,0.0001650324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016555,"about_ca_system_score_gemma":0.0004599816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04371512,"about_ca_topic_score_gemma":0.1107441,"domain_scores_codex":[0.9998248,0.0000371161,0.00001041967,0.00005182888,0.00002149548,0.00005444845],"domain_scores_gemma":[0.9994779,0.00009165698,0.0001358735,0.00002388939,0.00009939456,0.0001713637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002760472,0.000777066,0.9481159,0.00005613115,0.0001485792,0.0006520385,0.002269816,0.0003099681,0.0359734,0.00004228375,0.0001925047,0.008701756],"study_design_scores_gemma":[0.000001926202,0.0001158897,0.9991843,0.000001171967,0.000006590295,0.00002530439,0.0002859266,0.00007233846,0.0002382208,0.00000306455,0.0000636261,0.000001795133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998131,0.00001346497,0.00001720059,0.000005259069,8.6763e-7,0.000002629691,0.0000588394,0.000001331633,0.00008739273],"genre_scores_gemma":[0.9994197,0.00001516173,0.00005661414,0.000009761688,0.000001250414,0.000007420346,0.0001826987,6.860372e-7,0.000306772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04371512,"threshold_uncertainty_score":0.08692133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010857953","doi":"10.1016/j.geodrs.2020.e00272","title":"Nitrous oxide emissions following split fertilizer application on winter wheat grown on Mollisols of Southern Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Lethbridge Research and Development Centre; Alberta Wheat Commission","keywords":"Nitrous oxide; Fertilizer; Agronomy; Sowing; Environmental science; Mollisol; Urea; Nitrification; Ammonium nitrate; Urease; Nitrate; Nitrogen; Ammonium; Chemistry; Soil water; Soil science; Biology","authors":[{"name":"Haibo An","is_ca":true},{"name":"Jennifer Owens","is_ca":true},{"name":"Jessica L. Stoeckli","is_ca":true},{"name":"Xiying Hao","is_ca":true},{"name":"Brian L. Beres","is_ca":true},{"name":"Yuejin Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0174969891650407,"gpt":0.2023671138086068,"spread":0.1848701246435661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001484106,0.0002976944,0.0002968433,0.0003476017,0.001357949,0.0008213421,0.0004628939,0.0003261748,0.0007808878],"category_scores_gemma":[0.0002139781,0.0001482131,0.0001940849,0.0005614587,0.0003943178,0.0001754773,0.0002617185,0.0003001859,0.0001211301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01086977,"about_ca_system_score_gemma":0.006298882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9612969,"about_ca_topic_score_gemma":0.9858775,"domain_scores_codex":[0.9998602,0.00000821529,0.00000434164,0.00003169886,0.00004952111,0.00004609681],"domain_scores_gemma":[0.9997149,0.00002671682,0.00003199079,0.000005105544,0.0001652757,0.00005598946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008317956,0.0004837106,0.748543,0.0002040479,0.0002138881,0.001220115,0.002832369,0.002721871,0.2144233,0.0002476606,0.001378895,0.01941315],"study_design_scores_gemma":[0.0000135918,0.0001692802,0.9902811,0.000009674402,0.00003009829,0.00002891247,0.00146434,0.0006897065,0.006556991,0.00002383447,0.0007242221,0.000008237971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990087,0.00006120156,0.00003415413,0.00001637963,0.000002581687,0.000007070771,0.0002563092,0.000002683956,0.0006109892],"genre_scores_gemma":[0.9963375,0.0001095717,0.000138628,0.00003375821,0.000001134636,0.000006047908,0.0005123755,0.000003305906,0.002857522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03870314,"threshold_uncertainty_score":0.07886606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072875657","doi":"10.1016/j.geodrs.2015.01.001","title":"The importance of tree species and soil taxonomy to modeling forest soil carbon stocks in Canada","year":2015,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Canadian Forest Service; Natural Resources Canada","funders":"Natural Resources Canada","keywords":"Environmental science; Soil carbon; USDA soil taxonomy; Soil organic matter; Forest inventory; Greenhouse gas; Soil classification; Forest management; Soil water; Soil science; Ecology; Agroforestry","authors":[{"name":"Cindy Shaw","is_ca":true},{"name":"Kelly Ann Bona","is_ca":true},{"name":"Werner A. Kurz","is_ca":true},{"name":"James W. Fyles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05749939976571392,"gpt":0.1856721957936052,"spread":0.1281727960278913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001426111,0.0006645091,0.0006760332,0.0009659358,0.002584961,0.002479834,0.002463922,0.00141338,0.001869403],"category_scores_gemma":[0.004813089,0.0008401265,0.0009017959,0.001483354,0.001227397,0.001029946,0.000655363,0.0009131577,0.0001940558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03458473,"about_ca_system_score_gemma":0.02825376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954196,"about_ca_topic_score_gemma":0.9941035,"domain_scores_codex":[0.9996248,0.00009407877,0.00002451787,0.00009053112,0.00004819714,0.0001178419],"domain_scores_gemma":[0.9976937,0.001036159,0.000130307,0.00006754428,0.0007264944,0.0003457944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001101988,0.00006590832,0.08970749,0.00003945004,0.00011784,0.00006904254,0.0001230594,0.9024956,0.0002974164,0.00139419,0.001042272,0.004537534],"study_design_scores_gemma":[0.00003158892,0.00001198822,0.01958966,0.00001958085,0.00004590399,0.00001526759,0.0002174273,0.9788597,0.0002262654,0.0003842401,0.0005700934,0.0000283933],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945603,0.0003041926,0.001504817,0.0003660074,0.00001760524,0.00002367924,0.0009656707,0.00009041179,0.002167419],"genre_scores_gemma":[0.996912,0.0001262861,0.001344112,0.00005171442,0.000003706814,0.0000113067,0.0003664963,0.00002752891,0.001156835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03458473,"threshold_uncertainty_score":0.250931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4375851133","doi":"10.1016/j.geodrs.2023.e00648","title":"Change in soil organic carbon storage as influenced by forestland and grassland conversion to cropland in Canada","year":2023,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Grassland; Environmental science; Soil carbon; Soil water; Soil texture; Land use, land-use change and forestry; Vegetation (pathology); Agroforestry; Agriculture; Agronomy; Forestry; Soil science; Geography","authors":[{"name":"Liang Chang","is_ca":false},{"name":"A.J. VandenBygaart","is_ca":true},{"name":"Douglas J. Macdonald","is_ca":false},{"name":"Kui Liu","is_ca":true},{"name":"Darrel Cerkowniak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0138388617946672,"gpt":0.2019400305415834,"spread":0.1881011687469162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032323,0.0002276462,0.0003493315,0.00122088,0.001681057,0.001391104,0.0006913778,0.0004318344,0.002581056],"category_scores_gemma":[0.0008806071,0.0002718196,0.000455648,0.002234311,0.0009996769,0.00037112,0.0005905379,0.0004179763,0.0002150322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03005549,"about_ca_system_score_gemma":0.02046246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969363,"about_ca_topic_score_gemma":0.998711,"domain_scores_codex":[0.9997267,0.00002244766,0.00001368146,0.00005431066,0.00006373177,0.0001190256],"domain_scores_gemma":[0.9989862,0.00009399518,0.0001086585,0.00002280646,0.0004950009,0.0002933423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006199765,0.00007551966,0.9798431,0.00007293493,0.0001770416,0.0002963309,0.001663659,0.001345913,0.003830906,0.0005384888,0.001484427,0.01005185],"study_design_scores_gemma":[0.000005681546,0.000007574113,0.9983725,0.00000702912,0.00001133773,0.00002113001,0.0006264715,0.0003502593,0.00009896143,0.00001671507,0.0004758149,0.000006454474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974442,0.000286756,0.00002959332,0.0001304731,0.000004618797,0.000006682987,0.00106875,0.000008177397,0.001020752],"genre_scores_gemma":[0.9981824,0.0001713547,0.00005914327,0.00003440256,0.000001788503,0.000002721039,0.0004372041,0.000003959292,0.001107138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03005549,"threshold_uncertainty_score":0.2180688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220757256","doi":"10.1016/j.geodrs.2022.e00495","title":"Incorporating spatial uncertainty maps into soil sampling improves digital soil mapping classification accuracy in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University; Natural Resources Canada; Canadian Forest Service","funders":"Canadian Forest Service","keywords":"Digital soil mapping; Soil map; Environmental science; Sampling (signal processing); Topographic Wetness Index; Soil texture; Soil science; Spatial variability; Water content; Soil water; Hydrology (agriculture); Remote sensing; Statistics; Digital elevation model; Computer science; Mathematics; Geography; Geology","authors":[{"name":"Christopher Blackford","is_ca":true},{"name":"Brandon Heung","is_ca":true},{"name":"Kara L. Webster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02723772449586692,"gpt":0.2205783969271931,"spread":0.1933406724313262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001136717,0.0002299812,0.0003123632,0.001086769,0.001595252,0.001735888,0.0009151624,0.000311594,0.001724401],"category_scores_gemma":[0.005518038,0.0002741416,0.0002780686,0.002566715,0.0005870042,0.0005058708,0.0006254203,0.0003065215,0.0002727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03010524,"about_ca_system_score_gemma":0.0302118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974437,"about_ca_topic_score_gemma":0.999226,"domain_scores_codex":[0.9991903,0.00009475157,0.00005565002,0.0001495617,0.0003657734,0.0001440088],"domain_scores_gemma":[0.9965539,0.0006071731,0.0002381204,0.0001462699,0.002311474,0.0001431104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000467864,0.0001185818,0.7168273,0.0003000888,0.0001825392,0.0002293484,0.002365543,0.04026059,0.003763821,0.001790308,0.01349658,0.2201975],"study_design_scores_gemma":[0.00006105908,0.00003089213,0.8746336,0.0001280998,0.0001302352,0.00005392202,0.002363282,0.1034085,0.00231149,0.0007924751,0.01602028,0.00006630929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789987,0.0005950627,0.004311639,0.000760298,0.0000281008,0.00008357128,0.004030697,0.0002051463,0.01098683],"genre_scores_gemma":[0.9887441,0.0003117103,0.005296278,0.0000650483,0.000006087929,0.00001986907,0.001275683,0.00003173189,0.004249523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03010524,"threshold_uncertainty_score":0.2184299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3194153030","doi":"10.1016/j.geodrs.2021.e00430","title":"Tillage-residues affect mineral-associated organic matter on Vertisols in northern Mexico","year":2021,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada; University of Lethbridge","funders":"Agriculture and Agri-Food Canada; Consortium of International Agricultural Research Centers; University of Lethbridge; World Bank Group","keywords":"Silt; Vertisol; Tillage; Organic matter; Soil organic matter; Agronomy; Conventional tillage; Soil test; Chemistry; Soil water; Soil management; Crop residue; Environmental science; Soil science; Geology; Biology; Agriculture; Ecology","authors":[{"name":"Carlos M. Romero","is_ca":true},{"name":"Xiying Hao","is_ca":false},{"name":"Paul Hazendonk","is_ca":true},{"name":"Timothy Schwinghamer","is_ca":false},{"name":"Martin H. Chantigny","is_ca":true},{"name":"Simon Fonteyne","is_ca":false},{"name":"Nele Verhulst","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0152616950081951,"gpt":0.213047050673472,"spread":0.1977853556652769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001832245,0.0002407002,0.0002328422,0.0004334199,0.0004710816,0.0004811684,0.0003056929,0.0002029746,0.0007849359],"category_scores_gemma":[0.0002595121,0.0001303989,0.0001771798,0.0003979272,0.0003471925,0.0002105742,0.0003955441,0.0001880026,0.00006761391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278052,"about_ca_system_score_gemma":0.0004304284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1038381,"about_ca_topic_score_gemma":0.2602681,"domain_scores_codex":[0.9998602,0.00001531146,0.000008820128,0.00006130948,0.000017679,0.00003669954],"domain_scores_gemma":[0.9996438,0.00003421286,0.0002105546,0.00001652039,0.00004053782,0.00005431745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006620347,0.0002043997,0.9510921,0.00008737169,0.000151479,0.0003712934,0.001144398,0.0002960082,0.03868406,0.00009033296,0.0002105259,0.0070059],"study_design_scores_gemma":[0.000003391033,0.00002258851,0.999441,0.000003197554,0.000009294856,0.00001085733,0.0001772354,0.00003635413,0.0001323803,0.000003815405,0.0001587612,9.699761e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995819,0.00008812441,0.00001143327,0.00001372914,8.600865e-7,0.00000241358,0.00006921001,0.000001941063,0.0002304705],"genre_scores_gemma":[0.9993159,0.0001709284,0.00005531887,0.0000122599,0.00000289324,0.000005965727,0.0002211628,0.000001713799,0.0002140007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1038381,"threshold_uncertainty_score":0.2064675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3103491967","doi":"10.1016/j.geodrs.2020.e00348","title":"Litter decomposition and soil organic carbon stabilization in a Kastanozem of Saskatchewan, Canada","year":2020,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"","keywords":"Soil carbon; Litter; Cycling; Chemistry; Plant litter; Environmental chemistry; Fractionation; Incubation; Residue (chemistry); Soil water; Agronomy; Animal science; Environmental science; Nutrient; Soil science; Biology; Forestry","authors":[{"name":"Kazumichi Fujii","is_ca":true},{"name":"Kokoro Morioka","is_ca":false},{"name":"Chie Hayakawa","is_ca":false},{"name":"Yoshiyuki Inagaki","is_ca":false},{"name":"R.D. Hangs","is_ca":true},{"name":"D. W. Anderson","is_ca":true},{"name":"B.G. McConkey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0117789618586349,"gpt":0.1879389231435894,"spread":0.1761599612849545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002867581,0.000336172,0.0003007634,0.001040712,0.002959315,0.001296388,0.0008747802,0.0003757582,0.001039595],"category_scores_gemma":[0.000419982,0.0003188447,0.0003080625,0.001759416,0.0008410536,0.0004635721,0.0006672753,0.0004715464,0.0001622576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02407375,"about_ca_system_score_gemma":0.02640782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897035,"about_ca_topic_score_gemma":0.9977652,"domain_scores_codex":[0.9997891,0.00001956237,0.00001332011,0.00004792645,0.00004602936,0.0000841015],"domain_scores_gemma":[0.9995192,0.00004427052,0.00005843079,0.00001189809,0.0002509797,0.000115336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009758947,0.0003039071,0.9477828,0.0001292683,0.0003131812,0.002055376,0.005528301,0.001337924,0.0217466,0.0007670661,0.001372395,0.01768732],"study_design_scores_gemma":[0.00002526032,0.00004376079,0.9905609,0.00002443756,0.0000531356,0.00008878906,0.005559378,0.001008709,0.0010948,0.00007830355,0.001438501,0.00002394463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984673,0.0001233617,0.00004790606,0.00008819394,0.000003011724,0.0000173944,0.0002890158,0.000004675784,0.0009591155],"genre_scores_gemma":[0.9964178,0.0002266278,0.0003035156,0.00008331337,0.000001746962,0.00001637671,0.00033945,0.000004649936,0.002606546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02407375,"threshold_uncertainty_score":0.1746681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390654034","doi":"10.1016/j.geodrs.2024.e00754","title":"High-performance soil class delineation via UMAP coupled with machine learning in Kurdistan Province, Iran","year":2024,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"University of Kurdistan; Alexander von Humboldt-Stiftung","keywords":"Digital soil mapping; Random forest; Dimensionality reduction; Principal component analysis; Geospatial analysis; Environmental science; Collinearity; Covariate; Terrain; Soil map; Computer science; Remote sensing; Soil science; Mathematics; Statistics; Soil water; Artificial intelligence; Cartography; Geology; Geography","authors":[{"name":"Ruhollah Taghizadeh‐Mehrjardi","is_ca":false},{"name":"Kamal Nabiollahi","is_ca":false},{"name":"Ndiye Michael Kebonye","is_ca":false},{"name":"Nafiseh Kakhani","is_ca":false},{"name":"Maryam Ghebleh-Goydaragh","is_ca":false},{"name":"Brandon Heung","is_ca":true},{"name":"Alireza Amirian‐Chakan","is_ca":false},{"name":"Sayed Mohammad Taher Hossaini","is_ca":false},{"name":"Thomas Scholten","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009568999780135685,"gpt":0.2067999155920433,"spread":0.1972309158119076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000767991,0.0006716912,0.0006774492,0.001459658,0.0006340514,0.0006251179,0.001124632,0.0005229366,0.0008966248],"category_scores_gemma":[0.001062962,0.0002782771,0.0006578442,0.001747624,0.0002581398,0.0005768286,0.0005786593,0.0004244215,0.0004180673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008641412,"about_ca_system_score_gemma":0.002629874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.183947,"about_ca_topic_score_gemma":0.1893241,"domain_scores_codex":[0.999655,0.00006719466,0.00001949977,0.00008012896,0.00008059108,0.00009761757],"domain_scores_gemma":[0.9996204,0.00008397409,0.00004393359,0.00002840662,0.0001797694,0.00004341786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006690681,0.001078805,0.3599772,0.0004787101,0.0004528076,0.001092205,0.0006085898,0.2562962,0.01667984,0.001179973,0.01455252,0.3469341],"study_design_scores_gemma":[0.00008621426,0.00007261713,0.1746637,0.00001940223,0.0001154328,0.00007515211,0.000897128,0.8165672,0.003909936,0.0006510901,0.00289074,0.00005136907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844838,0.0003295446,0.009405988,0.0004634766,0.00005943254,0.00005100823,0.002331863,0.0009950994,0.00187982],"genre_scores_gemma":[0.9838178,0.000099373,0.01337037,0.00003121994,0.00003622429,0.00002756172,0.001844112,0.00002597217,0.0007473164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.183947,"threshold_uncertainty_score":0.3657526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401609868","doi":"10.1016/j.geodrs.2024.e00850","title":"Dynamics of soil water potential as a function of stand types in a temperate forest: Emphasis on flash droughts","year":2024,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Temperate climate; Environmental science; Temperate rainforest; Soil water; Temperate forest; Agroforestry; Soil science; Ecology; Ecosystem; Biology","authors":[{"name":"Blandine Courcot","is_ca":true},{"name":"Daniel Lemire","is_ca":true},{"name":"Nicolas Bélanger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005379464722323215,"gpt":0.193664920612973,"spread":0.1882854558906498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002333164,0.0001444389,0.0002048818,0.0004939658,0.0002393546,0.0003092262,0.0001956575,0.0002014764,0.0004794119],"category_scores_gemma":[0.0004187915,0.00008273571,0.0001760194,0.0005208984,0.0002584779,0.0001915394,0.0001862215,0.0001459509,0.00009758736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009104681,"about_ca_system_score_gemma":0.000357148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1743108,"about_ca_topic_score_gemma":0.2936667,"domain_scores_codex":[0.999933,0.000008333198,0.000003654558,0.00002046756,0.000009901762,0.00002461237],"domain_scores_gemma":[0.9996718,0.00006419619,0.0000777464,0.00001571306,0.0000745974,0.00009600188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001733939,0.00003756507,0.98961,0.00001717815,0.00005161461,0.0001182419,0.0002301383,0.001234592,0.005513618,0.00004516415,0.0001087394,0.002859653],"study_design_scores_gemma":[0.000001036256,0.00001179436,0.9989343,7.237065e-7,0.000003468141,0.00001643206,0.0000651696,0.0008886022,0.00003849328,0.000007874118,0.00003037806,0.000001709551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996188,0.00004137489,0.00003602998,0.000006486903,3.956112e-7,0.000001393497,0.000189828,0.000003000139,0.0001027502],"genre_scores_gemma":[0.999671,0.00002011099,0.00004428598,0.000003059085,6.749489e-7,0.000001584129,0.0002032948,6.500746e-7,0.00005523814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1743108,"threshold_uncertainty_score":0.3465924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403559404","doi":"10.1016/j.geodrs.2024.e00885","title":"Surface soil sampling underestimates soil carbon and nitrogen storage of long-term cover cropping","year":2024,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Grain Farmers of Ontario","keywords":"Environmental science; Soil carbon; Agronomy; Soil science; Sampling (signal processing); Term (time); Cropping; Nitrogen; Cover crop; Soil water; Hydrology (agriculture); Agroforestry; Geology; Ecology; Agriculture; Chemistry; Biology","authors":[{"name":"Yajun Peng","is_ca":true},{"name":"Laura L. Van Eerd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03875109024078336,"gpt":0.2544017600979994,"spread":0.215650669857216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006227048,0.0005558043,0.0004235202,0.0004368444,0.0003095377,0.0005016776,0.0002565335,0.0002630035,0.000485043],"category_scores_gemma":[0.000763576,0.0002026717,0.0003307204,0.0005663783,0.000336821,0.000533747,0.0004039526,0.0001998187,0.0001480662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004176768,"about_ca_system_score_gemma":0.0003618539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01033259,"about_ca_topic_score_gemma":0.02427387,"domain_scores_codex":[0.9996361,0.00005220231,0.00002288439,0.0001314474,0.0001047835,0.00005264557],"domain_scores_gemma":[0.9993811,0.0001605083,0.0002457355,0.0000744897,0.00008927246,0.00004887884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003455715,0.0000667793,0.7447469,0.0001705625,0.000406894,0.0001711571,0.0002046612,0.001234424,0.2319145,0.00007647207,0.0001267047,0.02053533],"study_design_scores_gemma":[0.000001718475,0.00006715958,0.9945822,0.000004799969,0.00002524243,0.00005596365,0.00005800488,0.001212362,0.003695791,0.00006020404,0.0002331639,0.00000331767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963858,0.0003718688,0.002477502,0.0000128121,0.000004688952,0.00001476237,0.0002717751,0.00001449364,0.0004463551],"genre_scores_gemma":[0.9978641,0.0001807405,0.001226453,0.00003413039,0.000004107191,0.00001944055,0.0004860397,0.00000719929,0.0001778266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01033259,"threshold_uncertainty_score":0.02054489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386840847","doi":"10.1016/j.geodrs.2023.e00713","title":"Spatial prediction and uncertainty estimation of crucial GlobalSoilMap properties - A contextual study in the semi-arid area of western Iran","year":2023,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Covariate; Soil carbon; Environmental science; Arid; Random forest; Linear regression; Soil science; Vegetation (pathology); Statistics; Spatial distribution; Soil test; Regression analysis; Regression; Soil water; Spatial variability; Mathematics; Hydrology (agriculture); Ecology; Geology","authors":[{"name":"Leila Lotfollahi","is_ca":false},{"name":"Mohammad Amir Delavar","is_ca":false},{"name":"Asim Biswas","is_ca":true},{"name":"Mohammad Jamshidi","is_ca":false},{"name":"Shahrokh Fatehi","is_ca":false},{"name":"Ruhollah Taghizadeh‐Mehrjardi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04658556438705434,"gpt":0.2550641453909247,"spread":0.2084785810038703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001679651,0.0004346168,0.0003372168,0.0009906297,0.0003036492,0.0005748404,0.0006320002,0.0003550701,0.0003240491],"category_scores_gemma":[0.003574653,0.0001836528,0.0006709638,0.001321733,0.0004010018,0.0005343154,0.0004488929,0.0003051484,0.00007381182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007011126,"about_ca_system_score_gemma":0.0006985282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05018941,"about_ca_topic_score_gemma":0.03479824,"domain_scores_codex":[0.9994784,0.0001596967,0.00003069113,0.0001674668,0.00007888214,0.00008485843],"domain_scores_gemma":[0.9979503,0.0009743934,0.0003631407,0.0002239344,0.0004156496,0.00007258476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001035348,0.0001145489,0.9331609,0.00003930498,0.000111946,0.0003105038,0.0004510577,0.04616271,0.0007795805,0.0003732084,0.000377927,0.0180148],"study_design_scores_gemma":[0.00001153335,0.00006026271,0.7936418,0.00001431403,0.00005987123,0.000142183,0.000988934,0.2033261,0.0005311597,0.0006090702,0.000586542,0.00002817274],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987645,0.00003143723,0.0008618048,0.00002562557,0.000001464261,0.000004887001,0.0001721154,0.00001457574,0.0001235621],"genre_scores_gemma":[0.9986325,0.00002727985,0.000870506,0.000003403894,0.000002669058,0.000005692415,0.0004191542,0.000002630238,0.00003615061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05018941,"threshold_uncertainty_score":0.09979457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404452012","doi":"10.1016/j.geodrs.2024.e00893","title":"Soil organic carbon to clay ratio in different pedoclimatic and agronomic conditions in northeastern North America","year":2024,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"","keywords":"Clay soil; Environmental science; Total organic carbon; Clay minerals; Soil carbon; Soil organic matter; Organic matter; Soil water; Carbon fibers; Agronomy; Soil science; Geology; Mineralogy; Chemistry; Mathematics; Environmental chemistry; Biology","authors":[{"name":"Inderjot Chahal","is_ca":true},{"name":"Joseph P. Amsili","is_ca":false},{"name":"Daniel D. Saurette","is_ca":true},{"name":"Jennifer A. Bower","is_ca":false},{"name":"Adam Gillespie","is_ca":true},{"name":"Harold M. van Es","is_ca":false},{"name":"Laura L. Van Eerd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01373983319811883,"gpt":0.2148574895547557,"spread":0.2011176563566369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002988398,0.0001855239,0.0001873619,0.001084988,0.0005179103,0.0005369971,0.0002626034,0.0002171377,0.0003845314],"category_scores_gemma":[0.0005868546,0.000165737,0.0001694158,0.001365426,0.0004844012,0.0002997589,0.0003382715,0.0001265448,0.00005975153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103589,"about_ca_system_score_gemma":0.0009145766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5950671,"about_ca_topic_score_gemma":0.805978,"domain_scores_codex":[0.9998325,0.00002250879,0.00001589747,0.0000610478,0.00003170566,0.00003634587],"domain_scores_gemma":[0.999539,0.00007433781,0.0001349298,0.00002681436,0.000147711,0.00007716593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003927261,0.00001048697,0.995752,0.00001569022,0.00003362488,0.00005660625,0.0004569659,0.0000894727,0.001512401,0.00001826572,0.00006126311,0.001953995],"study_design_scores_gemma":[5.410561e-7,0.000001819618,0.9996843,0.000001312861,0.000003280518,0.000008453602,0.0001701523,0.00004624964,0.00002657601,0.000002902876,0.00005361569,7.496304e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993169,0.0001044849,0.00003670591,0.00001230971,9.652503e-7,0.00000344181,0.0002662215,0.000002534709,0.000256366],"genre_scores_gemma":[0.9993194,0.00008146022,0.00009784601,0.00001245954,0.000001315807,0.000005471571,0.0003572799,0.000001165586,0.0001236219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4049329,"threshold_uncertainty_score":0.8146353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390610674","doi":"10.1016/j.geodrs.2023.e00749","title":"Factors controlling the spatial heterogeneity of soil organic carbon concentrations and stocks in a boreal forest","year":2024,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Winnipeg","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Soil carbon; Boreal; Topographic Wetness Index; Taiga; Soil water; Hydrology (agriculture); Soil science; Spatial variability; Carbon cycle; Vegetation (pathology); Spatial heterogeneity; Wetland; Ecosystem; Ecology; Geology; Forestry; Geography; Digital elevation model","authors":[{"name":"U.W.A. Vitharana","is_ca":true},{"name":"Nora J. Casson","is_ca":true},{"name":"Darshani Kumaragamage","is_ca":true},{"name":"Umakant Mishra","is_ca":false},{"name":"Karl Friesen‐Hughes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02010889125105321,"gpt":0.2332501167841921,"spread":0.2131412255331389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004356497,0.000157907,0.0002508283,0.0007078818,0.0005168942,0.0006007121,0.00024668,0.0001695978,0.0002698162],"category_scores_gemma":[0.001080161,0.0001461166,0.0002363849,0.0007754343,0.000605428,0.0002738937,0.0002293766,0.0001085218,0.00003985882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009205386,"about_ca_system_score_gemma":0.0006848765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2677275,"about_ca_topic_score_gemma":0.3456561,"domain_scores_codex":[0.9997186,0.00003940883,0.00002437577,0.0001158332,0.00004386246,0.00005783548],"domain_scores_gemma":[0.9992969,0.0002090572,0.0002298035,0.00004997796,0.0001305829,0.00008370883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005589836,0.00001549844,0.9919876,0.000009613823,0.00003963474,0.0000746833,0.0002442935,0.0005475039,0.004582223,0.00003298412,0.00003166008,0.002378355],"study_design_scores_gemma":[0.00000135704,0.000005790275,0.9992711,0.000001046561,0.000005704345,0.00003304315,0.0001054635,0.0004771942,0.00004836792,0.00001393622,0.00003479952,0.000002359883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996588,0.00003859467,0.0001225672,0.000005866876,4.894995e-7,0.000002912163,0.00006136954,0.000003439367,0.0001060476],"genre_scores_gemma":[0.9997495,0.00001919458,0.0001112815,0.000002909565,8.288694e-7,0.000001862198,0.00008800924,7.313743e-7,0.00002575888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2677275,"threshold_uncertainty_score":0.5323383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385345753","doi":"10.1016/j.geodrs.2023.e00691","title":"Acacia auriculiformis agroforestry fallows of different ages improve soil physico-chemical properties and carbon stocks on the Batéké plateau, Democratic Republic of Congo","year":2023,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Université Laval","funders":"","keywords":"Acacia auriculiformis; Soil water; Cation-exchange capacity; Agronomy; Soil pH; Soil carbon; Environmental science; Total organic carbon; Acacia; Soil fertility; Agroforestry; Multipurpose tree; Chemistry; Biology; Botany; Soil science; Woody plant; Environmental chemistry","authors":[{"name":"Étienne Yusufu Kachaka","is_ca":true},{"name":"Vincent Poirier","is_ca":true},{"name":"Alison D. Munson","is_ca":true},{"name":"Damase P. Khasa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03176813932270531,"gpt":0.1988451670526557,"spread":0.1670770277299504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001402159,0.0002513157,0.0002518417,0.0004843999,0.0005217966,0.0004942159,0.0002308483,0.0001175015,0.000704729],"category_scores_gemma":[0.0001391866,0.00007701939,0.0001567746,0.0003909444,0.0001970965,0.0002507501,0.0002235704,0.0002140842,0.000106998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009041926,"about_ca_system_score_gemma":0.0004169355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0295924,"about_ca_topic_score_gemma":0.1023543,"domain_scores_codex":[0.9998969,0.00001975519,0.000006619419,0.0000292987,0.00001135668,0.0000360659],"domain_scores_gemma":[0.9998648,0.00001168634,0.00004036518,0.000006687684,0.00001840851,0.00005798174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005356561,0.0021811,0.3115146,0.0003800013,0.0002843904,0.0009412554,0.002091529,0.001053025,0.6379719,0.0005068291,0.0005427945,0.03717601],"study_design_scores_gemma":[0.00002403392,0.0006034737,0.9878591,0.0000201755,0.00009609133,0.00009819218,0.001273147,0.0006602343,0.007894829,0.00005196355,0.001410821,0.000008008302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995853,0.00009846222,0.00002015472,0.00001121892,0.000001412721,0.000002537131,0.0000377623,0.000002020899,0.0002410732],"genre_scores_gemma":[0.9994428,0.00007394165,0.00005624025,0.0000093017,9.741922e-7,0.000003541071,0.00004719866,8.752922e-7,0.0003651144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0295924,"threshold_uncertainty_score":0.05884027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387911090","doi":"10.1016/j.geodrs.2023.e00732","title":"The effect of land-use conversion from agriculture to perennial biomass crops and nitrogen fertilizer on soil organic carbon stock in southern Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Carbon sequestration; Miscanthus; Environmental science; Soil carbon; Greenhouse gas; Stock (firearms); Agronomy; Perennial plant; Baseline (sea); Panicum virgatum; Agroforestry; Forestry; Nitrogen; Bioenergy; Soil water; Renewable energy; Geography; Soil science; Biology; Chemistry; Ecology","authors":[{"name":"Sowthini Vijayakumar","is_ca":true},{"name":"Holly Patricia Ivany","is_ca":true},{"name":"Amir Behzad Bazrgar","is_ca":true},{"name":"Bill Deen","is_ca":true},{"name":"Mahendra Thimmanagari","is_ca":true},{"name":"Kimberley D. Schneider","is_ca":true},{"name":"John D. Lauzon","is_ca":true},{"name":"Paul Voroney","is_ca":true},{"name":"Naresh V. Thevathasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01136454480492988,"gpt":0.1789429122578669,"spread":0.167578367452937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005236748,0.0003082869,0.0004016845,0.0008068655,0.002111935,0.001302277,0.00101528,0.0003907346,0.003902274],"category_scores_gemma":[0.001529789,0.0003121482,0.0006331595,0.001403447,0.001070251,0.0003513612,0.0006587806,0.0005051456,0.0003045866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05306127,"about_ca_system_score_gemma":0.04473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982827,"about_ca_topic_score_gemma":0.9995707,"domain_scores_codex":[0.9994345,0.00007871779,0.00003369055,0.00008075139,0.0001523253,0.0002199031],"domain_scores_gemma":[0.9977405,0.0003024554,0.0002932975,0.00005030905,0.000908258,0.0007052138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001442112,0.0001365654,0.9690338,0.0001612797,0.0002834289,0.0005209377,0.003096289,0.00231023,0.004912791,0.000960195,0.004068508,0.01307379],"study_design_scores_gemma":[0.00002660268,0.00003728026,0.9945633,0.0000231306,0.00003674528,0.00003639332,0.002252062,0.0006232703,0.0002286316,0.00004656873,0.002112575,0.00001343843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938402,0.0005058426,0.00006679042,0.0003972426,0.00001073548,0.00002421939,0.001779123,0.00001192444,0.003363801],"genre_scores_gemma":[0.9920316,0.0004125289,0.0001530489,0.000111387,0.000003734355,0.00001166372,0.0007453804,0.000007806273,0.006522877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05306127,"threshold_uncertainty_score":0.3849882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406205440","doi":"10.1016/j.geodrs.2025.e00918","title":"Tracking pedogenic carbonate formation and alkalinity migration in agricultural soils amended with crushed wollastonite ore – Evidence from field trials in Southwestern Ontario","year":2025,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Colleges and Universities; Ontario Agri-Food Innovation Alliance","keywords":"Alkalinity; Pedogenesis; Wollastonite; Soil water; Carbonate; Geology; Geochemistry; Calcium carbonate; Mineralogy; Soil science; Metallurgy; Chemistry; Materials science","authors":[{"name":"Reza Khalidy","is_ca":true},{"name":"Fatima Haque","is_ca":true},{"name":"Yi Wai Chiang","is_ca":true},{"name":"Rafael M. Santos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0356250655209724,"gpt":0.267401457513534,"spread":0.2317763919925616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000391939,0.0003965323,0.0005176046,0.000526522,0.001589887,0.0007264941,0.0007987657,0.0003983849,0.0004751289],"category_scores_gemma":[0.0005175094,0.0003450502,0.000353537,0.000788444,0.0008322571,0.000215816,0.0003356609,0.0003360054,0.0001495024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008524036,"about_ca_system_score_gemma":0.006229957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8323435,"about_ca_topic_score_gemma":0.9561625,"domain_scores_codex":[0.9994797,0.00003942422,0.00003512939,0.000153214,0.0001868141,0.0001056548],"domain_scores_gemma":[0.9987144,0.0001195775,0.0002635546,0.00006553464,0.0006226628,0.0002142103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001892756,0.0003710255,0.1251245,0.0003269968,0.00009193918,0.0005892784,0.00229297,0.0005170243,0.85753,0.00006440407,0.0003335431,0.01086558],"study_design_scores_gemma":[0.00006649459,0.001675856,0.9063529,0.00002867093,0.0001023169,0.0001272765,0.002179892,0.000809209,0.08410193,0.00002885611,0.004488608,0.00003787201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988106,0.0001074204,0.000102176,0.00002125049,0.000003191122,0.00005154209,0.0003150743,0.000005904483,0.0005827891],"genre_scores_gemma":[0.9941163,0.0004553495,0.00138612,0.00005119536,0.00000443341,0.00008402026,0.000875963,0.000009685564,0.003017003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1676565,"threshold_uncertainty_score":0.3372878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323924230","doi":"10.1016/j.geodrs.2023.e00630","title":"Assessment of zones prone to sinkhole using ground penetrating radar and soil properties in Central Iran","year":2023,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Karst Systems and Hydrogeology","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sinkhole; Subsoil; Geology; Loam; Soil water; Ground-penetrating radar; Silt; Erosion; Lime; Soil morphology; Soil science; Hydrology (agriculture); Soil classification; Geomorphology; Geotechnical engineering; Karst; Radar","authors":[{"name":"Peyman Amin","is_ca":false},{"name":"Mohammad Akhavan Ghalibaf","is_ca":false},{"name":"A. R. Mermut","is_ca":true},{"name":"A. Delavarkhalafi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06399109740792545,"gpt":0.258162216777431,"spread":0.1941711193695055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002976044,0.0004094486,0.0002783885,0.001810806,0.0003948243,0.000715382,0.0005432214,0.0002992312,0.0006284129],"category_scores_gemma":[0.0004524728,0.0002820303,0.0004256674,0.001376951,0.0004560174,0.0004627002,0.0004681616,0.0001472327,0.0001130513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007117925,"about_ca_system_score_gemma":0.00127647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03903258,"about_ca_topic_score_gemma":0.04374457,"domain_scores_codex":[0.9997485,0.00002881407,0.00002121591,0.00003817338,0.0000653918,0.00009786095],"domain_scores_gemma":[0.9996513,0.00005280693,0.0001379864,0.00001438443,0.00009756825,0.00004594163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001457794,0.0001474635,0.9788766,0.00005829595,0.0001196341,0.0007543672,0.0009585938,0.003013914,0.002908024,0.0004656714,0.0003451484,0.01220648],"study_design_scores_gemma":[0.00001093884,0.00006485791,0.9930529,0.000009292085,0.00005893706,0.0001995759,0.003109722,0.002491983,0.0003850917,0.000139752,0.0004653881,0.00001159898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990749,0.000070223,0.0002091078,0.00002553319,0.0000022232,0.000009510731,0.0001121553,0.000007626855,0.0004886283],"genre_scores_gemma":[0.9994982,0.00004880492,0.0001691667,0.00000496745,0.000002702688,0.000004269556,0.0001102099,9.945925e-7,0.0001605819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03903258,"threshold_uncertainty_score":0.07761079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404512516","doi":"10.1016/j.geodrs.2024.e00895","title":"Transitioning to soil health and carbon sequestration with agroforestry and perennial crop systems","year":2024,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Agroforestry and silvopastoral systems","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of Alberta; University of Waterloo","funders":"","keywords":"Carbon sequestration; Agroforestry; Environmental science; Perennial plant; Agronomy; Soil carbon; Crop; Soil water; Soil science; Biology; Ecology; Carbon dioxide","authors":[{"name":"Maren Oelbermann","is_ca":true},{"name":"Scott X. Chang","is_ca":true},{"name":"Mirjam Pulleman","is_ca":false},{"name":"Joann K. Whalen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0209419781882547,"gpt":0.2214354201818561,"spread":0.2004934419936014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006711736,0.0001313375,0.000154818,0.0002479115,0.0004475839,0.001074844,0.000387572,0.0003974264,0.003096388],"category_scores_gemma":[0.001008392,0.00007896775,0.0002169015,0.0003174858,0.0007508937,0.0007332534,0.0007716087,0.0002730143,0.0001313567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771997,"about_ca_system_score_gemma":0.001028847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01418018,"about_ca_topic_score_gemma":0.0542123,"domain_scores_codex":[0.9995759,0.0001451188,0.00001181624,0.00005348721,0.00002771775,0.000185905],"domain_scores_gemma":[0.9994665,0.00008858446,0.0001161937,0.00004227956,0.00005447484,0.0002320901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005274555,0.002893782,0.8375781,0.0001935145,0.0002535492,0.001051596,0.003820585,0.006991939,0.03687967,0.01177207,0.0006600179,0.09263068],"study_design_scores_gemma":[0.00008017751,0.001229845,0.9850969,0.00001411675,0.00005032514,0.0001566226,0.005000337,0.002499565,0.001418273,0.002762698,0.001681852,0.000009371462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987693,0.00004160064,0.00005501228,0.00007450959,0.000001550511,0.00000609682,0.00001709587,0.000001442677,0.001033221],"genre_scores_gemma":[0.9996549,0.00001692059,0.00006699572,0.00001274414,0.0000011083,0.000001800741,0.000009757143,2.901231e-7,0.0002355871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01418018,"threshold_uncertainty_score":0.02819526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402660666","doi":"10.1016/j.geodrs.2024.e00866","title":"Soil carbon dynamics in perennial biomass crops on marginally productive cropland in southern Canada","year":2024,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Canada Foundation for Innovation; University of Guelph","keywords":"Environmental science; Agronomy; Perennial plant; Biomass (ecology); Soil carbon; Soil water; Agroforestry; Carbon fibers; Soil science; Biology","authors":[{"name":"Augustine Kwame Osei","is_ca":true},{"name":"Naresh V. Thevathasan","is_ca":true},{"name":"Maren Oelbermann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01142478371415591,"gpt":0.1906633309095806,"spread":0.1792385471954247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001455552,0.0003007786,0.0002182916,0.0003155461,0.000855851,0.0006914898,0.0005140592,0.0003074477,0.0007105306],"category_scores_gemma":[0.0003635074,0.0001660236,0.0002952486,0.0004750094,0.0003163021,0.0002485709,0.0002620656,0.000197445,0.00008202618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01413414,"about_ca_system_score_gemma":0.007443506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.979522,"about_ca_topic_score_gemma":0.985787,"domain_scores_codex":[0.9999301,0.000005787777,0.000003395567,0.00001734962,0.00001444826,0.00002892018],"domain_scores_gemma":[0.9998302,0.00002183022,0.0000176601,0.000007663122,0.00006828992,0.00005431535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002779726,0.00009541886,0.8874107,0.00006601156,0.0001027247,0.0004139045,0.0005711808,0.09164398,0.006723522,0.0004846655,0.0006356054,0.01157445],"study_design_scores_gemma":[0.0000361712,0.00008002082,0.8491489,0.00002601972,0.00004163653,0.00006836715,0.00114083,0.1468318,0.001152824,0.000176084,0.001266371,0.00003099008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993674,0.00003478131,0.00005061606,0.00001719396,8.160012e-7,0.000003310193,0.0002369034,0.000007641408,0.0002813359],"genre_scores_gemma":[0.9993994,0.00003911722,0.00009171379,0.000006078487,2.306457e-7,0.000002061489,0.0002019287,0.000001458733,0.0002579074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02047795,"threshold_uncertainty_score":0.1025509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408514458","doi":"10.1016/j.geodrs.2025.e00950","title":"Changes in soil organic carbon and phosphorus status under three different land use systems in a tropical Ultisol","year":2025,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg","funders":"Universities Canada","keywords":"Ultisol; Environmental science; Phosphorus; Soil carbon; Tropics; Total organic carbon; Land use; Carbon fibers; Agroforestry; Soil water; Soil science; Environmental chemistry; Ecology; Chemistry; Mathematics; Biology","authors":[{"name":"Malagammanage Dimuthu Piyumika Nayanarangani","is_ca":false},{"name":"U.W.A. Vitharana","is_ca":false},{"name":"Darshani Kumaragamage","is_ca":true},{"name":"Nora J. Casson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02220322899338776,"gpt":0.2129946442318761,"spread":0.1907914152384883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001616443,0.0002012782,0.0001921439,0.0005239512,0.0003286181,0.0005273756,0.0002219397,0.0001328092,0.0004302805],"category_scores_gemma":[0.0002469356,0.0001313933,0.0002441969,0.0006194439,0.0005168429,0.0002625082,0.0004598318,0.0001091951,0.00007025715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016875,"about_ca_system_score_gemma":0.0003342461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03412835,"about_ca_topic_score_gemma":0.06124912,"domain_scores_codex":[0.9998584,0.00002367628,0.00001650195,0.00002985007,0.00001719991,0.0000544588],"domain_scores_gemma":[0.9997327,0.00004037921,0.00009358965,0.00001373715,0.00003662082,0.00008309013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008119203,0.0001250028,0.9032245,0.0001422852,0.0001721067,0.001022563,0.002872008,0.0007582796,0.08306687,0.00009921719,0.00006261931,0.007642685],"study_design_scores_gemma":[0.000005872905,0.00009200131,0.9972621,0.000003656118,0.00002527477,0.00009103228,0.00118509,0.0002508178,0.0009634458,0.000009055116,0.0001073144,0.000004232104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999874,0.00001407233,0.000009464055,0.000002033571,1.785173e-7,0.000001516185,0.0000299844,7.914322e-7,0.00006811385],"genre_scores_gemma":[0.9997645,0.00003892238,0.00004827992,0.000004902318,7.03106e-7,0.00000411235,0.00008671611,5.217009e-7,0.00005119149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03412835,"threshold_uncertainty_score":0.06785941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410935172","doi":"10.1016/j.geodrs.2025.e00969","title":"Rodent burrows in chernozems as a paleoarchive of vegetation dynamics: A case study from the central chernozem region of Russia","year":2025,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Russian Science Foundation","keywords":"Chernozem; Vegetation (pathology); Soil water; Rodent; Environmental science; Hydrology (agriculture); Geology; Physical geography; Ecology; Earth science; Soil science; Forestry; Geography; Biology","authors":[{"name":"Valerii Pimenov","is_ca":false},{"name":"Elena V. Ponomarenko","is_ca":true},{"name":"Yu. G. Chendev","is_ca":false},{"name":"Ekaterina Ershova","is_ca":false},{"name":"М. И. Дергачева","is_ca":false},{"name":"М. А. Смирнова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01384920620895887,"gpt":0.2176305117772883,"spread":0.2037813055683294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002391445,0.0003195023,0.0002335281,0.001284924,0.001904947,0.0007141696,0.0006305721,0.0004046203,0.00103635],"category_scores_gemma":[0.0003919088,0.0002665849,0.0002178263,0.001393554,0.001647974,0.0003899637,0.000930367,0.0002915521,0.00005919934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139598,"about_ca_system_score_gemma":0.0009327777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08395393,"about_ca_topic_score_gemma":0.2434678,"domain_scores_codex":[0.999783,0.00006604746,0.000009997708,0.00003012814,0.0000229701,0.00008785445],"domain_scores_gemma":[0.999774,0.00005499142,0.00008207931,0.00001304224,0.00001638558,0.00005943258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001439157,0.0001536263,0.9302201,0.0001213205,0.00007702343,0.02498185,0.03149259,0.0003034713,0.002394969,0.0006593131,0.0002902368,0.009161591],"study_design_scores_gemma":[0.000006094488,0.0001017585,0.9441333,0.0000412344,0.00003648378,0.003117964,0.05087323,0.0001568879,0.0001655159,0.00006804929,0.001289947,0.000009608753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995565,0.0001249854,0.0000253096,0.00002594565,0.000001549178,0.000004126645,0.00002816398,6.717996e-7,0.0002327112],"genre_scores_gemma":[0.9996238,0.0001534061,0.00004601727,0.000006436454,0.000001703595,0.000002201282,0.00003007328,4.518147e-7,0.0001357993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08395393,"threshold_uncertainty_score":0.1669305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396918918","doi":"10.1016/j.geodrs.2024.e00809","title":"Soil carbon stabilization of mining-degraded, reforested lands in southern Ontario","year":2024,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Laurentian University; Lakehead University; Trent University","funders":"","keywords":"Environmental science; Soil carbon; Soil water; Forestry; Agroforestry; Hydrology (agriculture); Environmental resource management; Soil science; Geography; Geology","authors":[{"name":"Joseph B. Yavitt","is_ca":false},{"name":"Madeline Czymmek","is_ca":false},{"name":"Gwendolyn T. Pipes","is_ca":false},{"name":"Patrick A. Levasseur","is_ca":true},{"name":"Nathan Basiliko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01387773448964168,"gpt":0.2209931718876188,"spread":0.2071154373979771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001253061,0.0001458001,0.0002279516,0.0005425422,0.002024516,0.0008035608,0.0004450686,0.0002163088,0.001008119],"category_scores_gemma":[0.0004344081,0.000145677,0.0001591333,0.001114533,0.0006727842,0.0002389973,0.0003436083,0.0001715933,0.0001005841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01726057,"about_ca_system_score_gemma":0.01129389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9828665,"about_ca_topic_score_gemma":0.9973795,"domain_scores_codex":[0.9998415,0.00001128248,0.000009444335,0.00002843081,0.00005715971,0.00005213199],"domain_scores_gemma":[0.9996775,0.0000261379,0.00006566318,0.00001054338,0.0001703156,0.00004982422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001205181,0.0001618592,0.9254205,0.000260242,0.0001171601,0.001725178,0.009495944,0.003715684,0.03145263,0.0008520706,0.001309734,0.02428394],"study_design_scores_gemma":[0.0000128411,0.00004049783,0.9926983,0.00001196351,0.00001806779,0.00005886985,0.003076476,0.0008366845,0.001144856,0.00004806329,0.002047293,0.000006157254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984717,0.00006789861,0.00002357574,0.00003489825,8.800369e-7,0.000007821402,0.0002082163,0.000002555523,0.001182502],"genre_scores_gemma":[0.9980112,0.0000947963,0.00008333701,0.000009002406,7.081177e-7,0.000004132307,0.0001431822,0.000001700449,0.001651911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726057,"threshold_uncertainty_score":0.1252348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402326932","doi":"10.1016/j.geodrs.2024.e00862","title":"Groundwater table prediction and seasonal variation influenced by short rotation willow plantation on marginal riparian lands of the Prairie potholes in Canada","year":2024,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Willow; Riparian zone; Water table; Hydrology (agriculture); Environmental science; Table (database); Groundwater; Forestry; Geology; Geography; Ecology; Biology","authors":[{"name":"Shayeb Shahariar","is_ca":true},{"name":"Raju Soolanayakanahally","is_ca":true},{"name":"Angela Bedard‐Haughn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005510030771850385,"gpt":0.1850340336524874,"spread":0.179524002880637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001421307,0.0001572759,0.0001927035,0.000373432,0.0003602772,0.000435195,0.000361808,0.0001595034,0.0003576277],"category_scores_gemma":[0.0003521114,0.0001178188,0.0002372755,0.0007302052,0.000358724,0.0001840371,0.00027347,0.0001536875,0.00005655787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002941175,"about_ca_system_score_gemma":0.002066131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8355504,"about_ca_topic_score_gemma":0.9438772,"domain_scores_codex":[0.9998651,0.00001158438,0.000006828745,0.00004710311,0.00003090243,0.00003853591],"domain_scores_gemma":[0.9997219,0.0000348635,0.00005563239,0.00001428667,0.0001034813,0.00006972889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001211518,0.00005540169,0.9831286,0.00001737564,0.00005492632,0.0001769731,0.0006382436,0.001242204,0.008238925,0.00005569692,0.0001772697,0.006093123],"study_design_scores_gemma":[0.000001813933,0.000009815263,0.9983215,0.000001485417,0.000005260018,0.00001023582,0.0002453584,0.001167839,0.0001169163,0.000005450527,0.000111339,0.000002839722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996231,0.00001438903,0.00004817082,0.000008124578,5.375385e-7,0.000002734119,0.0001719979,0.000003677623,0.0001271794],"genre_scores_gemma":[0.9994319,0.00002109019,0.0001106359,0.000003292218,3.749971e-7,0.000002267567,0.000264092,0.000001277987,0.0001651747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1644496,"threshold_uncertainty_score":0.3308362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229451688","doi":"10.1016/j.geodrs.2022.e00523","title":"Priorities for management and protection of Québec soils","year":2022,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal; Université Laval; Center for Northern Studies; Ministère des Ressources naturelles et des Forêts; Agriculture and Agri-Food Canada","funders":"Université Laval","keywords":"Environmental science; Peat; Tundra; Permafrost; Sustainability; Wetland; Soil water; Soil carbon; Agroforestry; Agriculture; Land use; Land management; Ecosystem; Environmental protection; Environmental resource management; Geography; Ecology; Soil science","authors":[{"name":"Denis A. Angers","is_ca":true},{"name":"Rock Ouimet","is_ca":true},{"name":"Pascale Roy‐Léveillée","is_ca":true},{"name":"Michelle Garneau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01595206048186587,"gpt":0.2063869526599815,"spread":0.1904348921781156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003007952,0.0004011604,0.0004384471,0.001445108,0.00519524,0.004949733,0.002005004,0.003106413,0.02113188],"category_scores_gemma":[0.004623271,0.0002936787,0.0004195313,0.00148748,0.001493381,0.001322243,0.001464691,0.003122913,0.0008951064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06568366,"about_ca_system_score_gemma":0.2087688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896072,"about_ca_topic_score_gemma":0.9965153,"domain_scores_codex":[0.9973872,0.0005661457,0.00005163649,0.0001034278,0.0005165513,0.001375097],"domain_scores_gemma":[0.9918259,0.0004190755,0.0002556749,0.000110202,0.002981361,0.004407777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000334841,0.0002266366,0.05482658,0.0008207706,0.0001400205,0.000874022,0.002739076,0.003083059,0.003349851,0.05052653,0.6676623,0.2154165],"study_design_scores_gemma":[0.0001316259,0.00008945737,0.1818753,0.001463464,0.00007223258,0.0001956703,0.008840796,0.003103499,0.0006543908,0.007085812,0.7963307,0.0001569062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1394131,0.04174667,0.003294126,0.6021348,0.003258666,0.0006670406,0.007827221,0.0006129637,0.2010455],"genre_scores_gemma":[0.682196,0.01876538,0.01606882,0.06855063,0.0008069281,0.0006210455,0.003778789,0.000199324,0.209013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06568366,"threshold_uncertainty_score":0.4765705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393237893","doi":"10.1016/j.geodrs.2024.e00789","title":"Quantifying the spatial heterogeneity of topsoil microstructure in a horticultural cover cropping system from Southwestern Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Topsoil; Cropping; Environmental science; Geology; Agroforestry; Soil water; Agronomy; Soil science; Geography; Agriculture","authors":[{"name":"Saeid Hojati","is_ca":false},{"name":"Richard J. Heck","is_ca":true},{"name":"Laura L. Van Eerd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03152852039853982,"gpt":0.2226041359957109,"spread":0.191075615597171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002914512,0.0002916185,0.0004133999,0.001697106,0.002746368,0.001429832,0.000817609,0.0002822264,0.0009528121],"category_scores_gemma":[0.0007086259,0.0003246549,0.0002694612,0.003763184,0.0006921033,0.0002638328,0.0006117739,0.0002212178,0.0001722162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01474524,"about_ca_system_score_gemma":0.01096508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935647,"about_ca_topic_score_gemma":0.9983341,"domain_scores_codex":[0.9996529,0.00002517626,0.00001503277,0.00008682748,0.00008559343,0.0001346142],"domain_scores_gemma":[0.9991766,0.00005586535,0.0001186192,0.00002727535,0.0005024028,0.00011918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001491471,0.00002859826,0.9764264,0.00006850206,0.00009837953,0.0002176181,0.003967667,0.0004141204,0.007383707,0.0001201248,0.0008206218,0.01030506],"study_design_scores_gemma":[0.000001358209,0.000003420401,0.9979867,0.000007949788,0.00001021216,0.00001870391,0.0012076,0.0001728479,0.00009072466,0.00000720082,0.0004904051,0.000002792302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969066,0.0002622491,0.0001966515,0.00004325813,0.000002844614,0.00002636877,0.001309722,0.000007455636,0.001244902],"genre_scores_gemma":[0.99747,0.0002101326,0.0004343817,0.0000303851,0.000001891236,0.00001700383,0.0008360175,0.000006370302,0.0009938079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01474524,"threshold_uncertainty_score":0.1069847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987808930","doi":"10.1016/j.geodrs.2019.e00247","title":"Estimating mineral surface area and base cation weathering rates of Spodosols under forest in British Columbia, Canada","year":2019,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Global Institute for Water Security; University of Saskatchewan; Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Weathering; Podzol; Kaolinite; Soil water; Soil science; Mineral; Mineralogy; Soil texture; Environmental science; Deposition (geology); Geology; Gibbsite; Hydrology (agriculture); Geochemistry; Sediment; Geomorphology; Chemistry","authors":[{"name":"Patrick A. Levasseur","is_ca":true},{"name":"Shaun A. Watmough","is_ca":true},{"name":"Julian Aherne","is_ca":true},{"name":"Colin J. Whitfield","is_ca":true},{"name":"M. Catherine Eimers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01023960371632212,"gpt":0.185000258570206,"spread":0.1747606548538839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003104729,0.0004078749,0.000337104,0.002345753,0.002081843,0.001298041,0.001177797,0.0003945873,0.00158353],"category_scores_gemma":[0.001036341,0.0003364971,0.0003033277,0.003204277,0.0005209938,0.0003614298,0.0005449971,0.0004352114,0.0003325231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02052638,"about_ca_system_score_gemma":0.01529918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980135,"about_ca_topic_score_gemma":0.9992796,"domain_scores_codex":[0.999622,0.00002823359,0.00002588057,0.00007510334,0.0001172474,0.0001315885],"domain_scores_gemma":[0.9987979,0.00009065875,0.00008619671,0.00002559041,0.0008154185,0.0001842513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009392639,0.00004342966,0.9826043,0.00004153702,0.00006150288,0.0001280304,0.0006434008,0.001552694,0.0009981963,0.0001413941,0.001299053,0.01239246],"study_design_scores_gemma":[0.000006524954,0.000007855742,0.9933957,0.00003423425,0.00002551886,0.00002287288,0.002090258,0.002658623,0.0002334503,0.00003025138,0.001483877,0.00001086141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943685,0.0002417607,0.0001414036,0.00006851826,0.000004442103,0.00002864092,0.002683067,0.00001820833,0.002445491],"genre_scores_gemma":[0.9952983,0.0002922118,0.0004235226,0.00002891818,0.000002069964,0.00001459215,0.001464591,0.000007774958,0.002468152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02052638,"threshold_uncertainty_score":0.14893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414568196","doi":"10.1016/j.geodrs.2025.e01015","title":"Quantifying CO2 emissions from Quebec's agricultural peatland and identifying key parameters for guiding soil conservation strategies","year":2025,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut National de la Recherche Scientifique; Agriculture and Agri-Food Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Soil water; Peat; Soil carbon; Arable land; Soil organic matter; Greenhouse gas; Edaphic; Organic matter; Total organic carbon","authors":[{"name":"F. L’Heureux-Bilodeau","is_ca":true},{"name":"Jacynthe Dessureault‐Rompré","is_ca":true},{"name":"Alain N. Rousseau","is_ca":true},{"name":"Jean‐François Caron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05411253366349303,"gpt":0.2793898571830017,"spread":0.2252773235195087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002044773,0.0003264843,0.0001269417,0.0006924526,0.0008173971,0.000795968,0.0003434516,0.0002062267,0.000982612],"category_scores_gemma":[0.0002730838,0.00009019778,0.0001103345,0.0009090616,0.0002328566,0.0002433449,0.0001439393,0.0001673081,0.00009510017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01040625,"about_ca_system_score_gemma":0.004614482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9805019,"about_ca_topic_score_gemma":0.9926407,"domain_scores_codex":[0.9998814,0.000007895658,0.000003117763,0.0000303392,0.00004721078,0.00003011553],"domain_scores_gemma":[0.999787,0.0000236827,0.00003705112,0.000006356628,0.0001185248,0.00002736604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002189295,0.0001255665,0.8265134,0.0001948563,0.0001565595,0.0002335394,0.0005641181,0.018195,0.05989945,0.0004951835,0.002570888,0.09083253],"study_design_scores_gemma":[0.00000547169,0.00002286261,0.9827488,0.0000216243,0.00001925592,0.00002021773,0.0003739123,0.01046948,0.003609586,0.00004529202,0.002647192,0.00001628432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938142,0.0004462754,0.0008768016,0.00007142361,0.000003348708,0.00002887892,0.001789374,0.0000297151,0.002940048],"genre_scores_gemma":[0.9961488,0.0002234592,0.001077557,0.00002595778,0.000001425164,0.00001243282,0.00093282,0.000005439018,0.001572075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01949805,"threshold_uncertainty_score":0.07550305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415899058","doi":"10.1016/j.geodrs.2025.e01025","title":"Soil carbon stocks in cultivated Luvisols respond positively to long-term agronomic practices with different degrees of perennial forage inclusion","year":2025,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Ministry of Agriculture and Forestry; University of Alberta","funders":"Beef Cattle Research Council; Alberta Beef Producers","keywords":"Perennial plant; Soil carbon; Forage; Soil water; Manure; Agriculture; Fertilizer; Stock (firearms)","authors":[{"name":"Jamin Nekoda Achtymichuk","is_ca":true},{"name":"Miles Dyck","is_ca":true},{"name":"Sylvie A. Quideau","is_ca":true},{"name":"Erick R. S. Santos","is_ca":true},{"name":"Dick Puurveen","is_ca":true},{"name":"Scott R. Jeffrey","is_ca":true},{"name":"Edward W. Bork","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02007081317924382,"gpt":0.2596527166393407,"spread":0.2395819034600969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001411266,0.0001702218,0.0001669061,0.0004608112,0.0002483503,0.0004878876,0.0002303044,0.0001866496,0.0004443914],"category_scores_gemma":[0.0002600788,0.0001167241,0.0001085243,0.0004095188,0.000370181,0.0001701725,0.0002254651,0.0001506335,0.00008473166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436143,"about_ca_system_score_gemma":0.0005410466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06236803,"about_ca_topic_score_gemma":0.1955559,"domain_scores_codex":[0.9999208,0.00001071249,0.000004057774,0.00002255662,0.00001043485,0.00003134276],"domain_scores_gemma":[0.9997063,0.00005566506,0.00007845123,0.00002121497,0.00004541916,0.00009294606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001745628,0.0001756325,0.7294244,0.00003120889,0.00009234567,0.0002210366,0.0007253045,0.0003003832,0.2587365,0.00009501435,0.0001129772,0.008339698],"study_design_scores_gemma":[0.000005275067,0.0000742889,0.9980699,0.000001401555,0.000005992445,0.00002603412,0.0002498917,0.0001831691,0.001229861,0.0000149353,0.000136139,0.000003152179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998691,0.0000181544,0.00001267933,0.000002677651,2.734452e-7,7.116273e-7,0.00003902183,0.000001524567,0.00005583997],"genre_scores_gemma":[0.9992741,0.00002658687,0.00006416086,0.00000885944,7.875027e-7,0.000003925209,0.0003077787,0.000002630058,0.0003111086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06236803,"threshold_uncertainty_score":0.12401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416516667","doi":"10.1016/j.geodrs.2025.e01030","title":"Combining proximal and remote sensors for regional soil characterization in rural Haiti","year":2025,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Fondation CHANEL; W.K. Kellogg Foundation","keywords":"Subsoil; Soil organic matter; Digital soil mapping; Topsoil; Organic matter; Soil map; Soil fertility; Soil texture; Pedotransfer function","authors":[{"name":"Anshuman Nayak","is_ca":false},{"name":"Reginald Cean","is_ca":false},{"name":"Somsubhra Chakraborty","is_ca":false},{"name":"Noura Bakr","is_ca":false},{"name":"Asim Biswas","is_ca":true},{"name":"Bin Li","is_ca":false},{"name":"Dillip Kumar Swain","is_ca":false},{"name":"David C. Weindorf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01437189079770529,"gpt":0.2362931006126324,"spread":0.2219212098149271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005389333,0.0004759977,0.0003067249,0.0007621032,0.0003457893,0.000593274,0.000500614,0.0003640533,0.000429428],"category_scores_gemma":[0.0005472891,0.000230436,0.0003279865,0.001002278,0.0003043222,0.0005402507,0.0005455701,0.0002686787,0.0001955007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005198915,"about_ca_system_score_gemma":0.0006078969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0668937,"about_ca_topic_score_gemma":0.1467297,"domain_scores_codex":[0.9998112,0.00004825571,0.00000753911,0.00006239717,0.00003413661,0.00003649723],"domain_scores_gemma":[0.9998612,0.00003593884,0.00002923151,0.00002212524,0.00003767954,0.000013809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006520482,0.0006045996,0.5572769,0.0002332362,0.0002679208,0.0003778198,0.0009012417,0.1752031,0.04809649,0.0009587448,0.00071919,0.2147087],"study_design_scores_gemma":[0.00002905984,0.0001831223,0.3568648,0.00003405595,0.0001244225,0.000107148,0.001433185,0.627895,0.01093853,0.0004912194,0.001846699,0.00005287375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891307,0.00009609656,0.008700345,0.0000848987,0.000005175008,0.0000387512,0.0003399389,0.0001304584,0.001473596],"genre_scores_gemma":[0.9888029,0.00005900779,0.01054468,0.00001102752,0.000003619836,0.0000144831,0.0002742928,0.000007049332,0.0002829313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0668937,"threshold_uncertainty_score":0.1330087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117302980","doi":"10.1016/j.geodrs.2025.e01048","title":"Developing a pedotransfer function for the prediction of nitrogen mineralization in the agricultural soils of Quebec","year":2025,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut de Recherche et de Développement en Agroenvironnement; Agriculture and Agri-Food Canada; Université Laval; Dalhousie University","funders":"Weston Family Foundation; Dalhousie University; Université Laval","keywords":"Pedotransfer function; Mineralization (soil science); Soil water; Soil carbon; Soil map; Soil management; Soil fertility; Soil organic matter; Digital soil mapping; Soil respiration","authors":[{"name":"C.C. Clément","is_ca":true},{"name":"R. Deragon","is_ca":true},{"name":"B. Heung","is_ca":true},{"name":"J. Dessureault-Rompré","is_ca":true},{"name":"M.O. Gasser","is_ca":true},{"name":"J-B Mathieu","is_ca":true},{"name":"DL Burton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02225674527639711,"gpt":0.231189192210502,"spread":0.208932446934105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002934218,0.0004007125,0.0002481189,0.0005965221,0.0004281713,0.0008015278,0.0004962691,0.0004777466,0.001295898],"category_scores_gemma":[0.0009203237,0.0002151594,0.0003056961,0.0006068769,0.0001290764,0.0002782736,0.0002068123,0.0002737796,0.0002718906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003895726,"about_ca_system_score_gemma":0.004125314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8818002,"about_ca_topic_score_gemma":0.8129173,"domain_scores_codex":[0.9999373,0.00001228466,0.000003421825,0.00001446256,0.00001557512,0.00001692587],"domain_scores_gemma":[0.9997819,0.00006928384,0.00001115277,0.000007428177,0.0001163159,0.00001385903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004924443,0.00006643635,0.04102159,0.00004080872,0.00004901578,0.0001243362,0.00005088341,0.9039645,0.002866751,0.000895636,0.002010929,0.04885985],"study_design_scores_gemma":[0.000003537334,0.00000469244,0.005732023,0.000003689537,0.000004197781,0.000005465547,0.00002400366,0.9931648,0.000429313,0.00009175098,0.0005321229,0.000004348821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070813,0.0002991052,0.08419357,0.0002640476,0.00002960297,0.00008765995,0.002820516,0.0008027864,0.004421296],"genre_scores_gemma":[0.9720529,0.0001149366,0.0239126,0.00002504775,0.000003636078,0.00003434996,0.001165693,0.00005536371,0.002635522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1181998,"threshold_uncertainty_score":0.2377918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411315317","doi":"10.1016/j.geodrs.2025.e00974","title":"From forest to farmland: Tracking time series variations in soil quality in semiarid oak forest","year":2025,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Forest ecology and management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Ilam University","keywords":"Environmental science; Agroforestry; Forestry; Hydrology (agriculture); Geography; Geology","authors":[{"name":"Hojat Fathy","is_ca":false},{"name":"Mehdi Heydari","is_ca":false},{"name":"Hassan Fathizad","is_ca":false},{"name":"J. Hosseinzadeh","is_ca":false},{"name":"Ali Najafifar","is_ca":false},{"name":"Seyed Roohollah Mousavi","is_ca":false},{"name":"Aliakbar Jafarzadeh","is_ca":false},{"name":"Brandon Heung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01161064629923375,"gpt":0.2514646867508418,"spread":0.2398540404516081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003269098,0.000128458,0.000159157,0.000713745,0.0001487078,0.0004279971,0.0002632087,0.0003090535,0.0005172311],"category_scores_gemma":[0.0009987183,0.00009521195,0.0001581862,0.0008311892,0.0001180164,0.0003435379,0.0002527522,0.0001728954,0.0001697395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000327264,"about_ca_system_score_gemma":0.0002542965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05474072,"about_ca_topic_score_gemma":0.09384824,"domain_scores_codex":[0.9998921,0.00001911365,0.000008670082,0.00003774256,0.00001952297,0.00002271309],"domain_scores_gemma":[0.999446,0.0001892163,0.0001263478,0.00003520451,0.0001058595,0.00009742122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001687679,0.0000860261,0.9885845,0.00001410159,0.00006259654,0.00006765848,0.0001850632,0.001763845,0.002214762,0.00005018844,0.0004281954,0.006374361],"study_design_scores_gemma":[0.000002691383,0.00001779375,0.9939079,0.000002601637,0.000009979694,0.00001852696,0.0001610458,0.00560012,0.0001270916,0.00002367348,0.0001262881,0.000002196854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999115,0.00002839805,0.0001512965,0.00001696532,0.00000344674,0.000002791037,0.0004898662,0.00001013761,0.0001821656],"genre_scores_gemma":[0.9988341,0.00002672247,0.0002588615,0.000009788978,0.000003172774,0.000003510899,0.0007001769,0.00000233738,0.0001613498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05474072,"threshold_uncertainty_score":0.1088442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415897985","doi":"10.1016/j.geodrs.2025.e01024","title":"Conventional and industrial by-product fertilization do not induce greenhouse gas emissions in sandy soils under wild lowbush blueberry cropping in eastern Canada","year":2025,"lang":"en","type":"article","venue":"Geoderma Regional","topic":"Berry genetics and cultivation research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Ministry of Natural Resources and Wildlife; Ministère des Forêts, de la Faune et des Parcs; Agriculture and Agri-Food Canada; Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; Centre québécois de recherche et de développement de l’aluminium; Rio Tinto; Université du Québec à Chicoutimi","keywords":"Nitrous oxide; Greenhouse gas; Pruning; Human fertilization; Soil water; Fertilizer; Nitrogen; Greenhouse","authors":[{"name":"Anthony J. Pelletier","is_ca":true},{"name":"Patrick Faubert","is_ca":true},{"name":"Jean Lafond","is_ca":true},{"name":"Normand Bertrand","is_ca":true},{"name":"Jean Legault","is_ca":true},{"name":"Rock Ouimet","is_ca":true},{"name":"David E. Pelster","is_ca":true},{"name":"André Pichette","is_ca":true},{"name":"Noura Ziadi","is_ca":true},{"name":"Maxime C. Paré","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06549005868176146,"gpt":0.266390798237688,"spread":0.2009007395559265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000156455,0.0002103282,0.000318745,0.0004116666,0.001261465,0.0007200066,0.0006035118,0.0002223434,0.0006866074],"category_scores_gemma":[0.0002331318,0.0002282302,0.000187097,0.0004803208,0.0005857124,0.0002139026,0.000283754,0.000259139,0.0001143591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001749,"about_ca_system_score_gemma":0.006155395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8877765,"about_ca_topic_score_gemma":0.9714058,"domain_scores_codex":[0.999696,0.00001341985,0.00001442032,0.00009742467,0.0000960849,0.00008268419],"domain_scores_gemma":[0.9995098,0.0000338949,0.00007977012,0.00001325965,0.0002241687,0.0001392388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009204041,0.0001766193,0.2808744,0.0001932527,0.00008098474,0.0006147836,0.0009486473,0.0006365128,0.7033582,0.0001029061,0.0003900291,0.01170328],"study_design_scores_gemma":[0.00001182079,0.0001406043,0.9847638,0.000006527206,0.00001867654,0.00004869543,0.001028535,0.0005240008,0.01244399,0.00001679962,0.0009868348,0.000009812999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992176,0.00008709198,0.00005661603,0.00001800791,0.000001334707,0.00001078937,0.000160205,0.000005079407,0.000443176],"genre_scores_gemma":[0.9977083,0.0001337185,0.0003284441,0.00004219919,9.844091e-7,0.00001244026,0.0003913509,0.000007555817,0.001375032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1122235,"threshold_uncertainty_score":0.2257688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}