{"id":"W4407243967","doi":"10.1016/j.jenvman.2025.124353","title":"Combined effect of landuse/landcover and climate change projection on the spatiotemporal streamflow response in cryosphere catchment in the Tibetan Plateau","year":2025,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Streamflow; Cryosphere; Plateau (mathematics); Environmental science; Climate change; Land use; Drainage basin; Hydrology (agriculture); Land use, land-use change and forestry; Physical geography; Land cover; Climatology; Geology; Geography; Ecology; Cartography","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":[0.0005954488,0.000194634,0.0002223351,0.0005705593,0.0003886218,0.0008840708,0.0003299492,0.0003854698,0.002046544],"category_scores_gemma":[0.0007377818,0.0001465543,0.0004922576,0.0007572186,0.0004000074,0.0003854205,0.0004911726,0.0002481747,0.0001341424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009452984,"about_ca_system_score_gemma":0.0008647199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09208657,"about_ca_topic_score_gemma":0.1076351,"domain_scores_codex":[0.9998041,0.00005643367,0.00001627311,0.00005173773,0.00001868082,0.00005278005],"domain_scores_gemma":[0.9994525,0.0001302674,0.00008039706,0.00003905388,0.00009036113,0.0002074266],"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":[0.0002309372,0.00007806036,0.9915508,0.00001515748,0.0001648537,0.0002347823,0.0002967963,0.001983638,0.002602762,0.000129981,0.0003418734,0.002370383],"study_design_scores_gemma":[0.000004170959,0.00001620611,0.9976367,0.000002520947,0.00001618222,0.00001857475,0.0002355242,0.001925778,0.00004544944,0.00002126864,0.00007478061,0.000002896179],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995646,0.00002771698,0.00002211996,0.00003486386,0.000003050242,0.000001118184,0.0001969323,0.000004054062,0.0001454596],"genre_scores_gemma":[0.9994691,0.00001771018,0.00001528604,0.00001285842,0.000004864595,0.000001834667,0.0003178693,0.000001570852,0.0001589222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09208657,"threshold_uncertainty_score":0.1831011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082449789601596,"score_gpt":0.2142843534219929,"score_spread":0.2034598555259769,"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."}}