{"id":"W2033242505","doi":"10.1038/ismej.2007.111","title":"Thermodynamic constraints on methanogenic crude oil biodegradation","year":2007,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":241,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; European Commission; Sight Research UK","keywords":"Methanogenesis; Anoxic waters; Methane; Environmental chemistry; Anaerobic oxidation of methane; Biodegradation; Chemistry; Biology; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007957107,0.0001055429,0.000110031,0.0001529842,0.0001441136,0.00005720106,0.0001911847,0.00005462375,0.0003782249],"category_scores_gemma":[0.00002164626,0.00006505589,0.0001181605,0.0002187163,0.00005504439,0.00008696015,0.000008274501,0.0003508015,0.0001334824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008061159,"about_ca_system_score_gemma":0.00001700297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002273802,"about_ca_topic_score_gemma":0.00002783354,"domain_scores_codex":[0.9991715,0.00005311858,0.0002426695,0.00006461146,0.0002619991,0.0002061279],"domain_scores_gemma":[0.9996066,0.00006515912,0.00005217374,0.0001558161,0.00003279054,0.00008746702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006610937,0.0001046228,0.00009362095,0.00002407019,0.001067343,0.00007727589,0.002717485,0.2116638,0.2679187,0.001362958,0.002595632,0.5123084],"study_design_scores_gemma":[0.002301624,0.0001878033,0.00468296,0.000160893,0.0004184631,0.0007567651,0.003006225,0.8688689,0.1035077,0.003925878,0.01113252,0.00105024],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9037635,0.0003023322,0.06770094,0.001089017,0.0004892973,0.00003202505,0.000002784968,0.000118522,0.02650154],"genre_scores_gemma":[0.9987884,0.0002790215,0.0001649061,0.0001606968,0.0002135075,0.000001014322,0.000003226797,0.00001768677,0.0003715345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6572051,"threshold_uncertainty_score":0.4141298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464526273266605,"score_gpt":0.2406400545008737,"score_spread":0.2259947917682076,"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."}}