{"id":"W4395683858","doi":"10.1016/j.ecolind.2024.112045","title":"Evaluation and prediction of water security levels in Northwest China based on the DPSIR model","year":2024,"lang":"en","type":"article","venue":"Ecological Indicators","topic":"Water Resources and Sustainability","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hudbay Minerals (Canada); University of Toronto","funders":"Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"DPSIR; China; Environmental science; Water resource management; Environmental resource management; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001343332,0.0005255222,0.0003483413,0.001326644,0.0002920687,0.0009667146,0.0005982837,0.0004122116,0.001507089],"category_scores_gemma":[0.001968262,0.0002058935,0.000712843,0.001188959,0.0003550182,0.001033267,0.0009249793,0.000481684,0.0001179055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852247,"about_ca_system_score_gemma":0.001792355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0474856,"about_ca_topic_score_gemma":0.03005323,"domain_scores_codex":[0.9995329,0.0001336525,0.00004143369,0.00009703374,0.0001164246,0.0000785744],"domain_scores_gemma":[0.9994653,0.000183982,0.00007913887,0.00002341014,0.0002034724,0.00004477658],"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":[0.00005467983,0.00007053767,0.05742059,0.00007193,0.00006403532,0.0001971625,0.000177813,0.9153239,0.000903966,0.005549525,0.000542126,0.0196238],"study_design_scores_gemma":[0.000004098312,0.00002686213,0.007469399,0.000005961679,0.00001097663,0.00000788781,0.00008874548,0.9910421,0.0002334126,0.0009520392,0.0001502313,0.000008220724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915336,0.0001320267,0.07682924,0.0004168477,0.00002034882,0.0001468615,0.0006882115,0.000172559,0.006258082],"genre_scores_gemma":[0.9932614,0.0001019612,0.005307145,0.000009705905,0.00000278003,0.00005599048,0.000296336,0.000005231072,0.0009596182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0474856,"threshold_uncertainty_score":0.09441841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901570387264233,"score_gpt":0.2443910860256743,"score_spread":0.2253753821530319,"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."}}