{"id":"W2026422924","doi":"10.4319/lo.2007.52.2.0495","title":"Standing stocks and activity of Archaea and Bacteria in the western Arctic Ocean","year":2007,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crenarchaeota; Euryarchaeota; Archaea; Bacteria; Biology; Abundance (ecology); Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005707004,0.00009014026,0.0001555935,0.00008469055,0.0001479321,0.000005176314,0.0001145343,0.0001237248,0.00004716891],"category_scores_gemma":[0.00001471707,0.00006910994,0.00001820479,0.0001443933,0.001156718,0.00007904444,0.0001855506,0.0002733075,8.032011e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005368567,"about_ca_system_score_gemma":0.000001969795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001261031,"about_ca_topic_score_gemma":0.002161113,"domain_scores_codex":[0.9992791,0.0002135735,0.0001156864,0.0001545856,0.00003164787,0.0002053558],"domain_scores_gemma":[0.9994138,0.0003569526,0.00005696345,0.0001372414,0.000002596629,0.00003242992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001337391,0.00004991037,0.9895411,0.00001628185,0.00001128603,0.000004071566,0.002643128,7.098628e-7,0.006191359,0.0001652082,0.00002797198,0.001215291],"study_design_scores_gemma":[0.0002942069,0.0002503779,0.9958031,0.000007972398,0.000009880839,0.00004029414,0.0003035933,0.000004780632,0.0003873278,0.002391184,0.0004370523,0.00007024357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991664,0.0001188146,0.00004458608,0.0002534415,0.00003479221,0.0001088242,0.000004212015,0.000005898255,0.0002630187],"genre_scores_gemma":[0.9994168,0.0001846354,0.00006900568,0.0003082188,0.000006829825,6.520015e-7,0.00000244503,0.000003073082,0.00000838868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006262043,"threshold_uncertainty_score":0.4261976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090105466168027,"score_gpt":0.2318961385465041,"score_spread":0.2209950838848238,"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."}}