{"id":"W2605673211","doi":"10.1002/lno.10552","title":"Iron and vitamin interactions in marine diatom isolates and natural assemblages of the Northeast Pacific Ocean","year":2017,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Division of Ocean Sciences; National Oceanic and Atmospheric Administration; University of Victoria; National Science Foundation","keywords":"Diatom; Micronutrient; Phytoplankton; B vitamins; Biology; Vitamin; Siderophore; Cobalamin; Methionine; Biotin; Vitamin b; Biochemistry; Nutrient; Ecology; Chemistry; Vitamin B12; Gene; Amino acid","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":[0.0001025378,0.00009297999,0.0001441245,0.00005254053,0.0004710345,0.00001430727,0.0001882237,0.00007915113,0.00006833479],"category_scores_gemma":[0.0000258313,0.00006866581,0.00002797584,0.00005774721,0.00133907,0.000141752,0.000598298,0.0003068547,0.000001598015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003708637,"about_ca_system_score_gemma":0.00000207725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001967505,"about_ca_topic_score_gemma":0.005038518,"domain_scores_codex":[0.9994482,0.0001231002,0.0001127565,0.0001561866,0.00001646813,0.000143229],"domain_scores_gemma":[0.9994941,0.0001190799,0.00009679054,0.0002608937,0.00000349003,0.00002562709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003609362,0.0000383212,0.9947829,0.000008172346,0.00001066679,6.963104e-7,0.0004607414,6.010826e-7,0.003353429,0.0001500212,0.00008640847,0.001072002],"study_design_scores_gemma":[0.0002421137,0.00006086284,0.9970708,0.000008253494,0.00001127032,0.00002158197,0.0002344172,0.00003558961,0.0002180507,0.001601343,0.0004251998,0.00007044901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980956,0.0001106972,3.616383e-7,0.0007869483,0.0001284437,0.000079739,0.000004550344,0.000005869674,0.0007877733],"genre_scores_gemma":[0.9994821,0.0003131227,0.00003233383,0.00008549152,0.000006921438,0.000001059087,0.000004068189,0.000003473112,0.00007144577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004841768,"threshold_uncertainty_score":0.4933861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005620725365122363,"score_gpt":0.2173123596551073,"score_spread":0.2116916342899849,"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."}}