{"id":"W1985971010","doi":"10.2136/vzj2005.0116","title":"Electrical Conductivity of a Failed Septic System Soil Absorption Field","year":2006,"lang":"en","type":"article","venue":"Vadose Zone Journal","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"DuPont (Canada)","funders":"Indiana Water Resources Research Center, Purdue University","keywords":"Transect; Water content; Soil water; Septic tank; Moisture; Environmental science; Soil science; Geology; Absorption (acoustics); Geotechnical engineering; Materials science; Environmental engineering; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004540857,0.0001192728,0.000282427,0.0001093653,0.0001290294,0.00004599174,0.0001396234,0.00009326878,0.0007054459],"category_scores_gemma":[0.00008638415,0.00008521922,0.0001482162,0.0004386483,0.00003238739,0.00015068,0.000005961636,0.0003903214,0.0001286971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001012351,"about_ca_system_score_gemma":0.00005335276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001742134,"about_ca_topic_score_gemma":0.0001848073,"domain_scores_codex":[0.998601,0.0002448667,0.000344577,0.0001543053,0.0003337837,0.0003215201],"domain_scores_gemma":[0.9991524,0.0003456149,0.0001871395,0.0001021182,0.00007786053,0.0001349209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005571481,0.0004456602,0.1666263,0.0001317902,0.0001155071,0.0001716225,0.00008579389,0.006080356,0.0180269,0.001638236,0.004660326,0.8014603],"study_design_scores_gemma":[0.0008301965,0.001256757,0.9436983,0.00005407202,0.00007160114,0.0003363116,0.00004337198,0.03770539,0.008824418,0.005964475,0.0009382909,0.0002768546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984507,0.0003069567,0.01150348,0.0002125658,0.0002711045,0.00007362483,0.000004517151,0.00002966921,0.003091101],"genre_scores_gemma":[0.9969981,0.00001031338,0.002048681,0.00004304555,0.0004719774,4.203767e-7,0.000004303633,0.000002672035,0.0004204849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8011835,"threshold_uncertainty_score":0.7724138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011982263929146,"score_gpt":0.2149512529242035,"score_spread":0.2048314302849121,"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."}}