{"id":"W2145215021","doi":"10.1111/j.1462-2920.2008.01674.x","title":"Winter‐to‐summer changes in the composition and single‐cell activity of near‐surface Arctic prokaryotes","year":2008,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Generalitat de Catalunya; Natural Sciences and Engineering Research Council of Canada; University of Warwick","keywords":"Alphaproteobacteria; Biology; Gammaproteobacteria; Betaproteobacteria; Bacteroidetes; Archaea; Bacteria; Arctic; Roseobacter; Botany; Ecology; Biochemistry; 16S ribosomal RNA; Actinobacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001550616,0.0002560513,0.0002955274,0.0006051337,0.0005627794,0.0004947204,0.0001311092,0.0002406833,0.0003908894],"category_scores_gemma":[0.0001799635,0.0001842954,0.0001511471,0.0003691035,0.0002260916,0.0002358779,0.0002233469,0.0001862114,0.0001417402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004944793,"about_ca_system_score_gemma":0.0002761121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01991907,"about_ca_topic_score_gemma":0.0364222,"domain_scores_codex":[0.9998837,0.00001174511,0.000006013219,0.00004414784,0.00002458545,0.00002991545],"domain_scores_gemma":[0.9998415,0.00001794145,0.00003917952,0.000005532366,0.00005633915,0.00003951276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009213386,0.00007783357,0.5809082,0.00007744899,0.00007629459,0.0001951067,0.001116721,0.0002411114,0.4088316,0.00004990187,0.0001161103,0.007388204],"study_design_scores_gemma":[0.000002105107,0.00008672322,0.9945666,0.000002676585,0.000009549681,0.00005621937,0.000310752,0.0001765075,0.004542215,0.000007966519,0.0002354409,0.000003341095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995277,0.0001130716,0.00004732288,0.000005382026,0.000002450811,0.000001335479,0.000150753,0.000001985825,0.0001500603],"genre_scores_gemma":[0.9989285,0.0001255642,0.0001713568,0.00001104723,0.000006828513,0.000006758413,0.0004771455,0.000002156056,0.0002707234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01991907,"threshold_uncertainty_score":0.03960627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435009413305163,"score_gpt":0.2011880345800856,"score_spread":0.1868379404470339,"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."}}