{"id":"W6940864316","doi":"10.13125/unicapress.978-88-3312-187-1","title":"Proceedings of the 3rd IAGC: Water-Rock Interaction - 18 & Applied Isotope Geochemistry - 15 - Cagliari, Italy, 16-21 June 2025","year":2025,"lang":"en","type":"article","venue":"UNICA IRIS Institutional Research Information System (University of Cagliari)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; National Postdoctoral Program for Innovative Talents; Agencia Estatal de Investigación; Japan Society for the Promotion of Science; HORIZON EUROPE Framework Programme; Strategic Environmental Research and Development Program; U.S. Geological Survey; National Institute of Standards and Technology; Directorate for Biological Sciences; École Nationale du Génie de l'Eau et de l'Environnement de Strasbourg; Lomonosov Moscow State University; Ministry of Energy, Israel; China University of Geosciences; Crown-Indigenous Relations and Northern Affairs Canada; Key Research and Development Program of Jiangxi Province; Agència de Gestió d'Ajuts Universitaris i de Recerca; Alberta Innovates; Junta de Andalucía; Istituto Nazionale di Geofisica e Vulcanologia; Russian Science Foundation; Agence Nationale pour la Gestion des Déchets Radioactifs; Biotechnology and Biological Sciences Research Council; Commissariat à l'Énergie Atomique et aux Énergies Alternatives; Hacettepe Üniversitesi; Institut de Radioprotection et de SÛreté Nucléaire; Natural Science Foundation of Jiangxi Province; Türkiye Bilimler Akademisi; Office of Science; Svensk Kärnbränslehantering; Magyar Tudományos Akadémia; People's Government of Jilin Province; Agentúra na Podporu Výskumu a Vývoja; Université du Québec à Montréal; Generalitat de Catalunya; International Atomic Energy Agency; Akademie Věd České Republiky; Bundesministerium für Wirtschaft und Technologie; Institute for Korea Spent Nuclear Fuel; Grantová Agentura České Republiky; Austrian Science Fund; Ministerio para la Transición Ecológica y el Reto Demográfico; Deutsche Forschungsgemeinschaft; Chinese Academy of Sciences; Agencia Nacional de Investigación y Desarrollo; China University of Geosciences, Beijing; Eberhard Karls Universität Tübingen; Canada Research Chairs; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Agence Nationale de la Recherche; Bureau of Reclamation; Josiah Charles Trent Memorial Foundation; National Key Research and Development Program of China; China Three Gorges Corporation; Universitetet i Oslo; Università degli Studi di Palermo; Ministerio de Ciencia e Innovación; China Geological Survey; European Commission; New Zealand Government; National Science Foundation; HORIZON EUROPE European Research Council; Fonds de recherche du Québec – Nature et technologies; University of Minnesota; UK Research and Innovation; Dipartimento della Protezione Civile, Presidenza del Consiglio dei Ministri; Corporación de Fomento de la Producción; Kent State University; Universidad de Málaga; Ministerio de Ciencia, Tecnología, Conocimiento e Innovación; Shimane University; Canadian Light Source; Bulgarian National Science Fund; National Natural Science Foundation of China; U.S. Department of Energy; Shell Global Solutions International; Nuclear Waste Management Organization; Shell; Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; U.S. Department of Defense; European Regional Development Fund; Centre National de la Recherche Scientifique; U.S. Department of Commerce","keywords":"Isotope geochemistry; Hydrothermal circulation; Natural (archaeology); Isotope","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007147075,0.0001281335,0.0002190575,0.0001419899,0.0009244157,0.00008261795,0.000722361,0.0001910942,0.002005385],"category_scores_gemma":[0.0002545399,0.00006402315,0.0001500908,0.0007464752,0.0001086287,0.0009919949,0.0004267732,0.0004316672,0.0003590242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003689172,"about_ca_system_score_gemma":0.0001459131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001972611,"about_ca_topic_score_gemma":0.0001635449,"domain_scores_codex":[0.998406,0.00004761952,0.000384931,0.000179693,0.0007131925,0.0002685901],"domain_scores_gemma":[0.99796,0.0004477011,0.0002176018,0.0001131185,0.001174581,0.00008704513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001547452,0.0002790556,0.004913579,0.001407099,0.0003027825,0.000003560622,0.001679307,0.0006471374,0.2050929,0.2791426,0.4995578,0.005426789],"study_design_scores_gemma":[0.0002901818,0.00005576683,0.001693061,0.0006527347,0.00003637677,0.00002413134,0.01737419,0.001853115,0.02273482,0.0003355881,0.9547732,0.000176811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.446723,0.00003773035,0.0003102834,0.002551899,0.0005049234,0.0007455475,0.0009113202,0.00006298961,0.5481523],"genre_scores_gemma":[0.9939283,0.00005952807,0.00005062603,0.000046443,0.00004303264,0.000004857882,0.0005439859,5.562082e-7,0.005322714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5472052,"threshold_uncertainty_score":0.9989069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552807680354484,"score_gpt":0.2426804606725137,"score_spread":0.2171523838689688,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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