{"id":"W4392986276","doi":"10.1007/s11269-024-03820-0","title":"Investigating the Impacts of Seasonal Temperature Variations on the Hysteresis Response of Groundwater in the Aquitard in a Plain Reservoir area","year":2024,"lang":"en","type":"article","venue":"Water Resources Management","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Aquifer; Groundwater; Hydrogeology; Thermal diffusivity; Geology; Environmental science; Hydrology (agriculture); Aquifer properties; Soil science; Climate change; Geotechnical engineering; Groundwater recharge","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":[0.0002455251,0.00009285045,0.0001927884,0.0002525614,0.0003513311,0.0004685665,0.0003155046,0.0003419353,0.0008047674],"category_scores_gemma":[0.0007158632,0.0001234774,0.0002864477,0.0003384044,0.0003519039,0.0003254005,0.000242286,0.0002745423,0.00006500833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006769478,"about_ca_system_score_gemma":0.0004760004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03033321,"about_ca_topic_score_gemma":0.04021671,"domain_scores_codex":[0.9998853,0.00002873014,0.000007565844,0.00002728715,0.00001725275,0.0000338285],"domain_scores_gemma":[0.9995967,0.0001859984,0.00005864903,0.00002721032,0.00007718516,0.00005435147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001478313,0.0007446359,0.8959162,0.00005887351,0.0001899848,0.001041092,0.001103506,0.01367752,0.07541595,0.0003616231,0.0002943776,0.0097181],"study_design_scores_gemma":[0.00001252257,0.0001957467,0.979937,0.000002606611,0.00003668838,0.00006447491,0.001052112,0.01548032,0.003022453,0.00006496374,0.0001222472,0.000008950835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997891,0.000002903324,0.00003147302,0.000006935814,6.455497e-7,0.000001245797,0.00001927551,0.000001610059,0.0001468698],"genre_scores_gemma":[0.9998963,0.000003471474,0.00002237998,0.000001950506,5.439022e-7,9.232801e-7,0.00001818168,6.457292e-7,0.00005549456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03033321,"threshold_uncertainty_score":0.06031334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511995450100566,"score_gpt":0.2251366234486357,"score_spread":0.21001666894763,"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."}}