{"id":"W3176816638","doi":"10.1111/gwmr.12470","title":"Vertical Hydraulic Gradient Estimation in Clay Till, Using <scp>MiHPT</scp> Advanced Direct‐Push Technology","year":2021,"lang":"en","type":"article","venue":"Groundwater Monitoring & Remediation","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Computer science; Geotechnical engineering; Geology; Soil science","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":[0.0001948754,0.0001845953,0.0001615982,0.0004868031,0.0001455072,0.0003814304,0.0002282865,0.0002123224,0.0008090116],"category_scores_gemma":[0.0004380946,0.000140651,0.0001093977,0.0003964036,0.0001390774,0.0003141386,0.0003242151,0.0002020321,0.0001825989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958371,"about_ca_system_score_gemma":0.0002417396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002881411,"about_ca_topic_score_gemma":0.003912381,"domain_scores_codex":[0.9998595,0.00001784855,0.000006640225,0.00003813097,0.0000629362,0.00001490991],"domain_scores_gemma":[0.9998105,0.00005721253,0.00004416937,0.00001788006,0.00005664427,0.00001354201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002936179,0.0000906186,0.05841865,0.0001444047,0.00002963808,0.0002069254,0.0001991788,0.01015738,0.8637313,0.0003624006,0.000364066,0.06600176],"study_design_scores_gemma":[0.00004333648,0.0006147077,0.1793008,0.0000230548,0.00005965226,0.0004924906,0.0002871161,0.254899,0.5609774,0.0004165632,0.002817044,0.00006884502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609649,0.00007352544,0.03710974,0.00003858573,0.000007830814,0.00002234835,0.0004174565,0.0003472422,0.001018545],"genre_scores_gemma":[0.9872723,0.00002862014,0.01231286,0.000005821954,0.000002045135,0.00001001901,0.00008882421,0.000005879839,0.0002735766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002881411,"threshold_uncertainty_score":0.005729258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138752090091053,"score_gpt":0.2444251575449983,"score_spread":0.230549948535893,"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."}}