{"id":"W2121731744","doi":"10.3389/fmicb.2013.00140","title":"In situ detection of anaerobic alkane metabolites in subsurface environments","year":2013,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Shell Canada; Baker Hughes; Alberta Innovates; Yara International; Suncor Energy Incorporated; ConocoPhillips","keywords":"In situ; Alkane; Anaerobic exercise; Environmental chemistry; Chemistry; Environmental science; Biology; Hydrocarbon; 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":[0.0002543315,0.0001442926,0.000293827,0.0001747437,0.00001281145,0.000004854135,0.0002038378,0.0001884084,0.0009001069],"category_scores_gemma":[0.00002559513,0.0001377135,0.00003537713,0.0003783014,0.0002214552,0.0001833518,0.00009347581,0.000163718,0.000313088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002383417,"about_ca_system_score_gemma":0.000005794021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064058,"about_ca_topic_score_gemma":0.002264433,"domain_scores_codex":[0.9986995,0.0001638774,0.0004197033,0.000326054,0.00004841204,0.0003424052],"domain_scores_gemma":[0.9996645,0.00001851442,0.000116081,0.0001610132,0.000002325834,0.00003759501],"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":[0.00001534353,0.0000767558,0.235861,0.000002624299,0.000003018378,0.000001857201,0.0001609638,0.00007309731,0.7618213,6.294044e-7,0.0009171238,0.001066275],"study_design_scores_gemma":[0.0006174546,0.00003306291,0.3235809,0.000006053249,0.00000223117,0.000002748401,0.0001091397,0.00004813694,0.6708841,0.00008152786,0.00450295,0.0001316973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985129,0.0002601812,0.0001312411,0.0001168068,0.0004201984,0.0003426732,0.000009725714,0.000005015209,0.0002012247],"genre_scores_gemma":[0.9965776,0.0002125972,0.002727588,0.0001883607,0.000006745929,0.000009091391,0.00001838773,0.000008145601,0.000251449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0909372,"threshold_uncertainty_score":0.9855539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003935569445016212,"score_gpt":0.1830474395463684,"score_spread":0.1791118701013522,"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."}}