{"id":"W2759564565","doi":"10.1002/2017wr021496","title":"Interpreting Repeated Temperature‐Depth Profiles for Groundwater Flow","year":2017,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University","funders":"","keywords":"Borehole; Hydrogeology; Advection; Groundwater flow; Groundwater; Geology; Transient (computer programming); Soil science; Flow (mathematics); Environmental science; Hydrology (agriculture); Mechanics; Geotechnical engineering; Aquifer; Thermodynamics","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":[0.0007806214,0.0003097623,0.0002849428,0.001565916,0.0003331454,0.0007177971,0.0004357055,0.0005892939,0.0005532902],"category_scores_gemma":[0.003233199,0.0002408116,0.0003418972,0.001323876,0.000309809,0.0007465581,0.0003868334,0.0003305111,0.0001323503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009262816,"about_ca_system_score_gemma":0.0005502905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02564553,"about_ca_topic_score_gemma":0.02749723,"domain_scores_codex":[0.9997248,0.0000589327,0.00001907891,0.00006430695,0.00008646715,0.00004632554],"domain_scores_gemma":[0.9989763,0.0003083543,0.0002353931,0.0001675771,0.0002663459,0.00004594797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004500019,0.0002512669,0.6475003,0.000164255,0.0001549473,0.001354209,0.001652746,0.1060883,0.1571105,0.002990397,0.001478308,0.08080468],"study_design_scores_gemma":[0.000022404,0.0001364922,0.5759493,0.00004756452,0.00005647161,0.0004913892,0.001167822,0.3808817,0.03627614,0.002875132,0.001987736,0.0001078795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597885,0.0001308923,0.03683537,0.0001126234,0.00003450065,0.00004186092,0.0008357057,0.0004660769,0.001754436],"genre_scores_gemma":[0.9928941,0.00002894307,0.006784966,0.000007320871,0.000004490648,0.000006532229,0.0001357107,0.00002115171,0.0001167781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02564553,"threshold_uncertainty_score":0.05099249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04614839803206598,"score_gpt":0.3296399062176173,"score_spread":0.2834915081855513,"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."}}