{"id":"W2103536041","doi":"10.1111/1462-2920.12643","title":"Biodegradation of <scp>C</scp> <sub>7</sub> and <scp>C</scp> <sub>8</sub> <i>iso</i> ‐alkanes under methanogenic conditions","year":2014,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Helmholtz-Alberta Initiative; Genome Alberta; Genome Canada","keywords":"Biodegradation; Biology; Alkane; Methanogen; Archaea; Food science; Naphtha; Methane; Methanosaeta; Metabolism; Thermophile; Biochemistry; Environmental chemistry; Gene; Chemistry; Enzyme; Ecology; Catalysis","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004508548,0.0005149483,0.0005278808,0.0001425439,0.0002716944,0.00003456904,0.0003779925,0.0004686999,0.0001648062],"category_scores_gemma":[0.0001383515,0.0004948013,0.0001876861,0.0002488686,0.001463631,0.0002758013,0.0004429789,0.0003030796,0.001834286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002225613,"about_ca_system_score_gemma":0.00001664446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002598129,"about_ca_topic_score_gemma":0.0001009806,"domain_scores_codex":[0.9970529,0.0003847162,0.0006980412,0.0009256942,0.0002051379,0.000733521],"domain_scores_gemma":[0.9982218,0.0005742151,0.0004807996,0.0004586537,0.000007756367,0.0002568292],"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":[0.000004708627,0.0002345388,0.01218597,0.00001499438,0.00006056975,0.000002090846,0.0002625007,0.00005598633,0.9790401,0.00004446519,0.006707877,0.00138622],"study_design_scores_gemma":[0.0008912209,0.00022902,0.04648814,0.00001509029,0.00008127582,0.00009164465,0.0003774269,0.0000399737,0.9371947,0.0002232926,0.0142217,0.0001465314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969218,0.0003286483,0.0003018413,0.0001223077,0.0003528599,0.0005196279,0.0007222675,0.00007047885,0.0006601267],"genre_scores_gemma":[0.9962957,0.0008991123,0.0003034823,0.001052135,0.00007792749,0.0000205079,0.001087336,0.00005158756,0.0002121908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0418454,"threshold_uncertainty_score":0.9997504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006518295693296528,"score_gpt":0.1899350853706284,"score_spread":0.1834167896773319,"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."}}