{"id":"W4206609532","doi":"10.3390/w14020172","title":"The Gavkhouni Wetland Dryness and Its Impact on Air Temperature Variability in the Eastern Part of the Zayandeh-Rud River Basin, Iran","year":2022,"lang":"en","type":"article","venue":"Water","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capilano University","funders":"Technische Universität Wien","keywords":"Dryness; Wetland; Environmental science; Normalized Difference Vegetation Index; Climate change; Vegetation (pathology); Drainage basin; Hydrology (agriculture); Latitude; Structural basin; Climatology; Physical geography; Atmospheric sciences; Geography; Ecology; Geology","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":[0.0001470858,0.0001518955,0.0001705838,0.0003418447,0.0003518182,0.0003907036,0.0001899553,0.0001646578,0.0004187572],"category_scores_gemma":[0.0001951046,0.0000908885,0.0002256656,0.0004647915,0.0002671612,0.0002542107,0.0002137302,0.0001578027,0.00005343922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004200934,"about_ca_system_score_gemma":0.000668037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03899714,"about_ca_topic_score_gemma":0.0515255,"domain_scores_codex":[0.9999161,0.00001103877,0.000005633462,0.00002368377,0.00002139103,0.0000222555],"domain_scores_gemma":[0.9999245,0.00001270765,0.00002449163,0.000005137319,0.00002191228,0.00001126767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001893414,0.0001700515,0.9399472,0.0001272716,0.0001555871,0.001287639,0.001134533,0.006654613,0.01165519,0.000440754,0.001674965,0.03656285],"study_design_scores_gemma":[0.000007710716,0.00001867215,0.9942584,0.000007639177,0.00002074877,0.00009919879,0.0006484782,0.003759832,0.0003545274,0.00008543295,0.0007307175,0.000008681106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990276,0.00009964573,0.0001399377,0.00008280174,0.000006999846,0.000004029211,0.0001485095,0.0000128585,0.0004775782],"genre_scores_gemma":[0.9995251,0.00006293088,0.0001634786,0.00001083748,0.000006457194,0.000003522238,0.0001275319,0.000001903435,0.00009824917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03899714,"threshold_uncertainty_score":0.07754034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007654473431555311,"score_gpt":0.2074779283625101,"score_spread":0.1998234549309548,"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."}}