{"id":"W4247173823","doi":"10.4133/1.2922929","title":"Changes in Geoelectrical Properties Accompanying Microbial Degradation of LNAPL","year":2001,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2001","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Degradation (telecommunications); Environmental science; Geology; Soil science; Geotechnical engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002049543,0.0002081745,0.0002580224,0.0005340216,0.0002225271,0.001030633,0.000190896,0.0003291882,0.01109801],"category_scores_gemma":[0.0005049069,0.0001235436,0.0002088789,0.0008669771,0.000160989,0.000634425,0.0004010627,0.0004523096,0.002716281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006209012,"about_ca_system_score_gemma":0.0002452366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002959936,"about_ca_topic_score_gemma":0.004173686,"domain_scores_codex":[0.9997802,0.00001570919,0.00001784837,0.00004996066,0.00009874596,0.00003736689],"domain_scores_gemma":[0.9997336,0.00004668733,0.00007316857,0.00002243336,0.00009487744,0.00002923843],"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":[0.001164106,0.0001374703,0.02197358,0.000507017,0.00003781374,0.0005337487,0.0004039598,0.0005087229,0.8925475,0.0004552495,0.007312336,0.07441851],"study_design_scores_gemma":[0.00003697589,0.0007781598,0.2278456,0.0001116377,0.00005779303,0.0006557755,0.001238736,0.001736135,0.707979,0.001024204,0.0584795,0.00005639581],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452668,0.004392228,0.00383928,0.001112062,0.0002569675,0.00008381301,0.01188301,0.0002923477,0.03287348],"genre_scores_gemma":[0.9332951,0.004485178,0.002509616,0.0004961258,0.00004969927,0.0000686425,0.01015378,0.0001251118,0.04881671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01109801,"threshold_uncertainty_score":0.0371266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007982874067418324,"score_gpt":0.1698192396293557,"score_spread":0.1618363655619373,"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."}}