{"id":"W7047906058","doi":"","title":"The influence of soil moisture, oxygen, and temperature on naphthalene biodegradation and CO2 and CH4 effluxes","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Global Water Futures; Canada First Research Excellence Fund; University of Waterloo; Government of Ontario","keywords":"Biodegradation; Microcosm; Environmental remediation; Naphthalene; Anoxic waters; Methane; Biochar; Carbon dioxide; Greenhouse gas","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001430006,0.0002669317,0.00017472,0.0001321245,0.0001604182,0.0003731373,0.0001659247,0.0002080947,0.001056814],"category_scores_gemma":[0.0002025095,0.0001475258,0.0002757979,0.0002084814,0.0001389728,0.0002872208,0.000158739,0.0003435642,0.0001806705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469987,"about_ca_system_score_gemma":0.0002083188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004699837,"about_ca_topic_score_gemma":0.006023065,"domain_scores_codex":[0.9998631,0.0000138215,0.000008626393,0.00003478778,0.00004726199,0.00003232188],"domain_scores_gemma":[0.9998603,0.00007004729,0.00002893278,0.000005226481,0.00002376353,0.00001179296],"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":[0.0003841788,0.0001368571,0.0100032,0.0001691265,0.00004106535,0.00008805186,0.00008477439,0.0009450221,0.9770194,0.00009683081,0.0002706754,0.01076069],"study_design_scores_gemma":[0.00001406397,0.0008491667,0.09844872,0.00002574037,0.00005679711,0.00006796959,0.0002161532,0.003201874,0.8942884,0.00009197398,0.002713681,0.00002547078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996224,0.0008857565,0.0003545311,0.00006334607,0.00001993505,0.00001890693,0.0009320003,0.00001526509,0.00148616],"genre_scores_gemma":[0.9953897,0.001336726,0.000845356,0.00004635989,0.00000803216,0.00003162984,0.0005570899,0.00000931228,0.001775693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004699837,"threshold_uncertainty_score":0.009344935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006877030952166329,"score_gpt":0.200685143466486,"score_spread":0.1938081125143197,"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."}}