{"id":"W1003456112","doi":"10.1520/gtj20120072","title":"A Note on the Validity of Hvorslev’s Shape Factors for Well Points and Piezometers","year":2013,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Piezometer; Geotechnical engineering; Head (geology); Geology; Mathematics; Geomorphology; Groundwater; Aquifer","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":[0.02390514,0.000965084,0.001118389,0.003182306,0.002129028,0.003547685,0.005080353,0.003344256,0.002907801],"category_scores_gemma":[0.1074545,0.0009601589,0.001777637,0.001858008,0.0100626,0.005789352,0.003425516,0.004500384,0.001825982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002090436,"about_ca_system_score_gemma":0.001559369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003357585,"about_ca_topic_score_gemma":0.002511048,"domain_scores_codex":[0.9577301,0.0182024,0.003322257,0.004678843,0.01488154,0.001184942],"domain_scores_gemma":[0.8818091,0.08317565,0.003947995,0.0160736,0.01435307,0.0006406147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001437909,0.0001397939,0.05105356,0.0006550216,0.0002165802,0.002142606,0.002955854,0.04056008,0.02781563,0.4839782,0.01854233,0.3705024],"study_design_scores_gemma":[0.0001994549,0.001568071,0.03446688,0.0008052578,0.0002442726,0.005459755,0.00255508,0.2016242,0.1819034,0.4046009,0.1655191,0.001053501],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1099372,0.009219068,0.7855581,0.01204488,0.002849292,0.0001439909,0.0005743771,0.001204481,0.07846863],"genre_scores_gemma":[0.8658616,0.001282613,0.1200776,0.001218461,0.0004903165,0.00008686636,0.0001895473,0.0004401537,0.01035287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02390514,"threshold_uncertainty_score":0.126424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05102115021572932,"score_gpt":0.2432052937669073,"score_spread":0.192184143551178,"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."}}