{"id":"W4206022247","doi":"10.7901/2169-3358-2021.1.800005","title":"Characterization of the Microbial Community Structure and Function During the Natural Attenuation of Oil in Marine Environments Using In Situ Microcosms","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Huntsman Marine Science Centre; McGill University; National Research Council Canada","funders":"","keywords":"Microcosm; Environmental science; Context (archaeology); Microbial population biology; Environmental remediation; Petroleum; Environmental chemistry; Natural (archaeology); Contamination; Ecology; Geology; Chemistry; Biology","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":[0.000294646,0.0003924627,0.0004421843,0.0003606734,0.0004037153,0.0007566073,0.0003054977,0.0003421775,0.0003979511],"category_scores_gemma":[0.0003685499,0.0001684294,0.0003945205,0.0004526905,0.0003636526,0.0003621986,0.0004450697,0.0006052182,0.0001696071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031442,"about_ca_system_score_gemma":0.0003991963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006963763,"about_ca_topic_score_gemma":0.01081729,"domain_scores_codex":[0.9996173,0.00004182567,0.00003034143,0.0001352652,0.00009161304,0.00008354567],"domain_scores_gemma":[0.9995211,0.0001051248,0.0001037404,0.00003480574,0.00014729,0.00008793025],"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":[0.0001185198,0.0001145578,0.005723155,0.00003649961,0.00001137658,0.00002631732,0.0001045937,0.00006964169,0.9925163,0.00001965918,0.00002763616,0.001231684],"study_design_scores_gemma":[0.00003012595,0.002639873,0.2627658,0.00002236163,0.00009680186,0.0002434773,0.001101645,0.003410244,0.7278482,0.0001132805,0.001684836,0.00004337608],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995451,0.0001967982,0.00208493,0.00004204846,0.00001582246,0.0001101396,0.001384702,0.00003094613,0.0006836719],"genre_scores_gemma":[0.9848018,0.0003604502,0.01123363,0.0001378407,0.00002011202,0.0003087531,0.001679245,0.00002187078,0.001436286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006963763,"threshold_uncertainty_score":0.01384646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068432482621867,"score_gpt":0.2058232575817839,"score_spread":0.1951389327555653,"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."}}