{"id":"W3206472948","doi":"10.1016/j.jconhyd.2021.103907","title":"Interpretation of a network-scale tracer experiment in fractured rock conducted using open wells","year":2021,"lang":"en","type":"article","venue":"Journal of Contaminant Hydrology","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"TRACER; Borehole; Hydrogeology; Fracture (geology); Geology; Soil science; Matrix (chemical analysis); Diffusion; Mineralogy; Geotechnical engineering; Chemistry; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007155952,0.0002732883,0.0002723467,0.0003069402,0.0008152731,0.0006127648,0.0007768983,0.0007863553,0.0009446231],"category_scores_gemma":[0.001778661,0.0001523251,0.0002643742,0.0004267469,0.0006887101,0.000451341,0.0002730443,0.0004845028,0.00009030915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00165033,"about_ca_system_score_gemma":0.001336382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05418218,"about_ca_topic_score_gemma":0.05324075,"domain_scores_codex":[0.9997876,0.0000622664,0.00001322796,0.00005621654,0.00004740747,0.00003319244],"domain_scores_gemma":[0.9987663,0.0007248782,0.00008719838,0.00009562722,0.0002379003,0.00008821925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006417181,0.001762785,0.08713593,0.0001975722,0.00009868627,0.00130241,0.0009996803,0.04177426,0.8448511,0.001741405,0.0005906555,0.01312837],"study_design_scores_gemma":[0.001437613,0.007028696,0.2143679,0.00005387485,0.0003927765,0.0004431305,0.003400363,0.2654701,0.5010643,0.00295746,0.003251371,0.0001323408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967391,0.00001706511,0.002065063,0.00004134613,0.000009313475,0.00005209339,0.000160658,0.00004761121,0.0008677534],"genre_scores_gemma":[0.9975695,0.00002122469,0.002016766,0.00001563814,0.000001370793,0.00002219256,0.00007951389,0.00001078454,0.0002629716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05418218,"threshold_uncertainty_score":0.1077336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01672750666795648,"score_gpt":0.279111202641672,"score_spread":0.2623836959737155,"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."}}