{"id":"W2129754946","doi":"10.1029/2004gl021359","title":"Evidence for microbial enhanced electrical conductivity in hydrocarbon‐contaminated sediments","year":2004,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Microbial population biology; Environmental chemistry; Water column; Contamination; Weathering; Conductivity; Population; Microorganism; Environmental science; Geology; Mineralogy; Soil science; Chemistry; Ecology; Biology; Geochemistry; Oceanography; Bacteria","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":[0.001105072,0.0002364853,0.0004050501,0.0002528661,0.0002264305,0.00008934364,0.0005085964,0.0001212552,0.00008414306],"category_scores_gemma":[0.001766689,0.0001995098,0.0001671824,0.001748559,0.000324896,0.0003724515,0.00004355807,0.0009472609,0.0003884087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000853493,"about_ca_system_score_gemma":0.000170479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006803633,"about_ca_topic_score_gemma":0.0004660514,"domain_scores_codex":[0.9960129,0.0005614496,0.0003139194,0.0007804012,0.0008260453,0.001505251],"domain_scores_gemma":[0.9962393,0.002977408,0.00005148523,0.0002764053,0.0001190959,0.0003363046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001243493,0.0004485434,0.001786712,0.00005482692,0.0000398896,0.00006708955,0.00021137,0.001049754,0.8001599,0.0005012344,0.0004366718,0.1940005],"study_design_scores_gemma":[0.004234241,0.002866832,0.6863866,0.0002292382,0.00002583741,0.000005952108,0.00003170387,0.006018941,0.2473294,0.05148864,0.0005359449,0.0008466181],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921563,0.0001174491,0.002104062,0.004391582,0.0001683602,0.0008142848,0.00001550283,0.00004441097,0.0001880864],"genre_scores_gemma":[0.9968041,0.00001670891,0.001729203,0.000903098,0.0003817312,0.00004033839,0.00002815427,0.000008605064,0.0000880865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6845999,"threshold_uncertainty_score":0.9998102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0819608490583891,"score_gpt":0.3528195348855901,"score_spread":0.270858685827201,"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."}}