{"id":"W2594731377","doi":"10.1111/1462-2920.13716","title":"Methylamine: a vital nitrogen (and carbon) source for marine microbes","year":2017,"lang":"en","type":"letter","venue":"Environmental Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Citation; Methylamine; Biology; Library science; Ecology; Information retrieval; Art history; Computer science; History","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002706276,0.000705066,0.0008651862,0.00007903188,0.0006497955,0.00003480313,0.001124932,0.001770511,0.005148769],"category_scores_gemma":[0.00004048545,0.0007039447,0.0002614974,0.00002676036,0.002444922,0.00007930405,0.002668673,0.001702227,0.0005347616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002676492,"about_ca_system_score_gemma":0.00001481659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004989707,"about_ca_topic_score_gemma":0.0003136172,"domain_scores_codex":[0.9971223,0.0004066853,0.0004322976,0.001034012,0.00005529548,0.0009493386],"domain_scores_gemma":[0.9980688,0.0003962765,0.0004254168,0.00102,0.000002705922,0.00008676286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006891365,0.00007560303,0.004002696,0.00003941509,0.0001634622,0.00004481438,0.0001144402,0.000003328057,0.5040709,0.000001200535,0.4899502,0.001465027],"study_design_scores_gemma":[0.0008102995,0.0003822586,0.0008636035,0.00001011166,0.000151695,0.0005639719,0.00001851814,0.000006977458,0.008140074,0.0008468088,0.9874547,0.0007510058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9177759,0.0006492654,0.00004895417,0.07405984,0.00105041,0.00187448,0.001551544,0.00009691716,0.002892683],"genre_scores_gemma":[0.2615587,0.0008091907,0.005001876,0.6321403,0.004409174,0.0007742435,0.0337074,0.0006513987,0.06094765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6562172,"threshold_uncertainty_score":0.9995412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006499076064350294,"score_gpt":0.1985051395992635,"score_spread":0.1920060635349132,"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."}}