{"id":"W1946899733","doi":"10.1111/j.1462-2920.2010.02282.x","title":"Methanogenesis, sulfate reduction and crude oil biodegradation in hot Alaskan oilfields","year":2010,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Methanogenesis; Biodegradation; Sulfate; Methanogen; Biology; Hydrocarbon; Environmental chemistry; Methane; Petroleum; Microorganism; Microbial metabolism; Enrichment culture; Microbial consortium; Bacteria; Chemistry; Ecology; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001274637,0.0002548907,0.0001729643,0.0007101947,0.0004100198,0.0002834653,0.0001257762,0.0001783206,0.0001876839],"category_scores_gemma":[0.0001238744,0.0001626512,0.0001188505,0.0004785237,0.0003739237,0.0001945164,0.0003619748,0.0001118851,0.00005254358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004969302,"about_ca_system_score_gemma":0.0004020946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02343557,"about_ca_topic_score_gemma":0.03152999,"domain_scores_codex":[0.9999191,0.000007440463,0.00000712769,0.00002733777,0.00002136408,0.00001772672],"domain_scores_gemma":[0.999911,0.000009394202,0.00002859721,0.000004375109,0.00001777932,0.00002889658],"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":[0.0006554709,0.0000714191,0.3883004,0.00009419314,0.00003526487,0.0004735414,0.00091779,0.0008140219,0.6023161,0.00007247063,0.00002637054,0.006222922],"study_design_scores_gemma":[0.000006316611,0.0001886827,0.9775811,0.000007559403,0.00001540287,0.0001765497,0.0008526348,0.0004108722,0.02046136,0.000055327,0.0002377921,0.00000645928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997008,0.0001204406,0.00002720843,0.000002270869,4.506171e-7,0.000001342508,0.00003870374,0.000001293263,0.0001075536],"genre_scores_gemma":[0.9993005,0.0001846977,0.0001678257,0.000003637026,0.000001254964,0.000003490812,0.0001442477,8.431298e-7,0.0001934925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02343557,"threshold_uncertainty_score":0.04659832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004450661229225679,"score_gpt":0.1809167732594124,"score_spread":0.1764661120301867,"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."}}