{"id":"W4402656298","doi":"10.1007/s10040-024-02824-9","title":"Delineating aquitard characteristics within a Silurian dolostone aquifer using high-density hydraulic head and fracture datasets","year":2024,"lang":"en","type":"article","venue":"Hydrogeology Journal","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Universität Greifswald; University of Minnesota","keywords":"Dolostone; Aquifer; Hydrogeology; Geology; Head (geology); Hydraulic head; Fracture (geology); Geotechnical engineering; Petrology; Geomorphology; Geochemistry; Groundwater; Sedimentary rock; Carbonate rock","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004399266,0.0002551336,0.0002248947,0.003371856,0.0003567284,0.0008429443,0.0005361062,0.0002206217,0.0005462202],"category_scores_gemma":[0.0008496936,0.0001505355,0.0002578087,0.002044074,0.000368476,0.000274429,0.0006755096,0.0001512485,0.0001100714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085714,"about_ca_system_score_gemma":0.0006824977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1678559,"about_ca_topic_score_gemma":0.4291583,"domain_scores_codex":[0.999741,0.00002607358,0.00001876219,0.00007039317,0.00006670114,0.00007703944],"domain_scores_gemma":[0.9993564,0.0001013863,0.000234514,0.00005214294,0.0001415529,0.0001138676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005194738,0.00003557338,0.9843376,0.00001987782,0.00004698795,0.0001049564,0.0003664116,0.002558647,0.004757422,0.00006385225,0.0001918078,0.007464768],"study_design_scores_gemma":[0.000001876186,0.000008094707,0.9966128,0.000003390375,0.000004941503,0.00001749486,0.000204979,0.002863946,0.0001514215,0.000008423274,0.0001185948,0.00000401244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987362,0.0000202743,0.0002063534,0.000005450852,4.510125e-7,0.000005653268,0.0007670376,0.00002593504,0.0002325972],"genre_scores_gemma":[0.9980974,0.00001281787,0.0007025683,0.000003079623,0.000001165002,0.000005451081,0.001051747,0.000003499534,0.0001223692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1678559,"threshold_uncertainty_score":0.3337578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534862949164574,"score_gpt":0.2599395426363152,"score_spread":0.2445909131446695,"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."}}