{"id":"W4393005614","doi":"10.1007/978-981-97-0948-9","title":"Proceedings of The 9th International Conference on Water Resource and Environment","year":2024,"lang":"en","type":"book","venue":"Lecture notes in civil engineering","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences; Russian Academy of Sciences; Università degli Studi della Basilicata; Tokyo University of Agriculture; Universidade Estadual de Campinas; Universiti Tunku Abdul Rahman; Universiti Sains Malaysia; Université de Bourgogne; Institute of Earth Environment, Chinese Academy of Sciences; Chinese Academy of Sciences; Universiteit Gent; Chang'an University; University of Mauritius; Nanyang Technological University; Beijing Forestry University; Uniwersytet Warszawski; University of Laghouat; Lakehead University","keywords":"Resource (disambiguation); Environmental science; Environmental resource management; Library science; Geography; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000789237,0.0009554392,0.001045973,0.0007710136,0.0008381523,0.003028483,0.0009154785,0.001006147,0.1409197],"category_scores_gemma":[0.0007402664,0.0001859351,0.0005722441,0.001293458,0.0005141567,0.001561902,0.001817391,0.001757365,0.05268475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007157022,"about_ca_system_score_gemma":0.002136593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005039488,"about_ca_topic_score_gemma":0.01486585,"domain_scores_codex":[0.9995459,0.00006573636,0.00001459125,0.00005850305,0.0002319476,0.00008338377],"domain_scores_gemma":[0.9995006,0.00005237385,0.00001939465,0.00003387058,0.0001961637,0.00019757],"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":[0.0001110723,0.00008601349,0.0003285398,0.0001456379,0.00001696928,0.00006907406,0.00007096097,0.0003243579,0.00111158,0.003930715,0.8489371,0.144868],"study_design_scores_gemma":[0.000003925266,0.00001586291,0.0004329828,0.00005307941,0.000007929559,0.00003169891,0.00005281673,0.000227879,0.0001991029,0.0008545404,0.9981154,0.000004739708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005573223,0.04887373,0.01365204,0.01257401,0.112826,0.000159601,0.001053736,0.0006528038,0.8046349],"genre_scores_gemma":[0.00819499,0.0156453,0.002772336,0.001014447,0.00447476,0.00006979817,0.001215085,0.0002487828,0.9663645],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1409197,"threshold_uncertainty_score":0.4714234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005748657217515733,"score_gpt":0.1717322912348069,"score_spread":0.1659836340172912,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}