{"id":"W4392759645","doi":"10.5194/egusphere-egu24-14240","title":"An Evaluation Of The Impact Of Land Cover Change On Seasonal Evapotranspiration Estimates In The Upper Gundar River Basin, Tamilnadu, India","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Evapotranspiration; Structural basin; Land cover; Hydrology (agriculture); Cover (algebra); Geography; Water resource management; Environmental science; Physical geography; Drainage basin; Land use; Climatology; Geology; Cartography; Geomorphology; Ecology","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":[0.0003231468,0.000277935,0.0001207598,0.0009038799,0.0002223441,0.0005799449,0.0003252863,0.0001852489,0.0003598579],"category_scores_gemma":[0.001231879,0.0001008982,0.0003181833,0.001125764,0.0002129357,0.0003014699,0.0002557651,0.0001629696,0.000112324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006850061,"about_ca_system_score_gemma":0.0003000709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07395288,"about_ca_topic_score_gemma":0.08447217,"domain_scores_codex":[0.9998171,0.0000381407,0.00001830685,0.0000396379,0.00005623182,0.00003051567],"domain_scores_gemma":[0.9993266,0.0002986822,0.0001159823,0.00005102629,0.0001669832,0.00004061882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002505545,0.0001181696,0.936077,0.0001173146,0.0001230203,0.0007033349,0.0005896956,0.02583585,0.004136304,0.0002377581,0.0007115625,0.03109937],"study_design_scores_gemma":[0.00000613908,0.00007546991,0.9789202,0.000006838817,0.00003834032,0.00009264208,0.000484476,0.01891661,0.0009927524,0.00003428889,0.0004214889,0.00001069695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986762,0.00003660609,0.0001564692,0.00002336816,0.000002448377,0.000006128996,0.0004142716,0.0000251819,0.0006591891],"genre_scores_gemma":[0.9990724,0.00003688334,0.0002563036,0.000005007696,0.000001872194,0.000004877071,0.0004953897,0.000002972856,0.000124136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07395288,"threshold_uncertainty_score":0.1470448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836504002480364,"score_gpt":0.2905896927504854,"score_spread":0.2622246527256817,"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."}}