{"id":"W857507229","doi":"10.1007/s11356-015-4947-z","title":"Characterization of the microbial community structure and the physicochemical properties of produced water and seawater from the Hibernia oil production platform","year":2015,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada; McGill University; National Research Council Canada","funders":"","keywords":"Seawater; Microorganism; Microbial population biology; Environmental chemistry; Produced water; Environmental science; Ecotoxicology; Chemistry; Ecology; Environmental engineering; Bacteria; Biology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001594556,0.00007048703,0.00007683751,0.00001457461,0.0005637961,0.00004181714,0.0002452827,0.00003562966,0.00004115773],"category_scores_gemma":[0.00007437224,0.00002731923,0.00001149567,0.0001491644,0.005926676,0.0002445511,0.000611217,0.0002083482,0.000004170635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007577989,"about_ca_system_score_gemma":0.00001824752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008441803,"about_ca_topic_score_gemma":0.00007080344,"domain_scores_codex":[0.9987177,0.0002400903,0.0001317389,0.0001759861,0.0005681894,0.0001663081],"domain_scores_gemma":[0.9996603,0.00001315959,0.00005260003,0.0002108344,0.00001433563,0.00004883662],"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":[0.00008955915,0.00002631943,0.007621556,0.000004183854,0.000002330094,1.491348e-8,0.00607101,0.00000137063,0.9841987,0.000002716896,0.00004997803,0.00193226],"study_design_scores_gemma":[0.0002820896,0.00001994042,0.1267102,0.000009613673,0.000004013893,0.000002584757,0.0005995067,0.00003762171,0.8719309,0.00005044549,0.0003155567,0.00003756119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957731,0.00002347802,1.352101e-7,0.003840806,0.00005722062,0.0002453505,0.00003286202,0.000002223464,0.00002484896],"genre_scores_gemma":[0.9996729,0.00004995116,0.00000577191,0.0001095022,0.00003287547,0.000002881692,0.000009877577,0.000002762027,0.0001134513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1190886,"threshold_uncertainty_score":0.9967786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0344344371214861,"score_gpt":0.2353702203085477,"score_spread":0.2009357831870616,"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."}}