{"id":"W2321903760","doi":"10.1061/40802(189)130","title":"Residual Soil Hydraulic Conductivity Determination Using Field and Laboratory Tests","year":2006,"lang":"en","type":"article","venue":"","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permeameter; Hydraulic conductivity; Soil water; Residual; Geotechnical engineering; Soil test; Field (mathematics); Soil science; Infiltrometer; Environmental science; Geology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007536595,0.0004294735,0.0004226487,0.0009007707,0.0003450678,0.0005347209,0.0006573529,0.0004628228,0.001147181],"category_scores_gemma":[0.001437221,0.0001279036,0.0001869761,0.0006567198,0.0004918487,0.000715105,0.0003292456,0.0003526431,0.000541222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004387226,"about_ca_system_score_gemma":0.000451552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789706,"about_ca_topic_score_gemma":0.003262636,"domain_scores_codex":[0.9990181,0.0001520331,0.0000826442,0.0002584532,0.0004119921,0.0000768229],"domain_scores_gemma":[0.9986445,0.0003546613,0.0002581465,0.0001408457,0.0005211104,0.00008076231],"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":[0.0004532478,0.0002520783,0.01996031,0.0003100467,0.00004408513,0.0001181386,0.0001991129,0.002516949,0.9403555,0.0003266079,0.0004036646,0.03506023],"study_design_scores_gemma":[0.00009569489,0.003231912,0.05007932,0.00006050546,0.00009474991,0.0005805824,0.00053046,0.007126805,0.9328702,0.0005417825,0.004696488,0.00009147394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792551,0.0004541516,0.01597122,0.00004300628,0.0000225402,0.0000663672,0.000552544,0.0003244497,0.003310495],"genre_scores_gemma":[0.991227,0.0002496997,0.006714295,0.00003029279,0.000009425877,0.00005384033,0.0006324222,0.00002398389,0.001059157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001789706,"threshold_uncertainty_score":0.003985763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143701305100161,"score_gpt":0.2634218953085288,"score_spread":0.2490517647985127,"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."}}