{"id":"W2149908043","doi":"10.1139/w08-126","title":"Bacterial diversity associated with ornithogenic soil of the Ross Sea region, AntarcticaThis article is one of a selection of papers in the Special Issue on Polar and Alpine Microbiology.","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Antarctica New Zealand; University of Waikato","keywords":"Gammaproteobacteria; Pygoscelis; Biology; Ecology; Soil water; Rookery; Botany; Bacteria; Foraging; 16S ribosomal RNA","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004486054,0.00007096811,0.0002129699,0.00007299614,0.0001169698,0.000003343526,0.0002622526,0.0001040005,0.001138219],"category_scores_gemma":[0.0001340027,0.00004514643,0.000048949,0.0002199526,0.0006579279,0.00003663246,0.0000453534,0.0002249441,0.000002384336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674601,"about_ca_system_score_gemma":0.0001533733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005792527,"about_ca_topic_score_gemma":0.1444831,"domain_scores_codex":[0.999055,0.0003179888,0.000222166,0.0001002269,0.00004190955,0.0002627217],"domain_scores_gemma":[0.9994794,0.00006300091,0.0002443307,0.00009342508,0.00003278072,0.0000870327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002610661,0.00007696708,0.3077747,0.000002110192,0.00005010286,0.00001158072,0.001028857,0.00001272778,0.687193,0.000003667495,0.003069346,0.0005158111],"study_design_scores_gemma":[0.001031864,0.001620187,0.9347401,0.00002983349,0.00003661833,0.0003644056,0.0001338066,0.000002001086,0.0592823,0.00005127239,0.002641471,0.00006613457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974538,0.00003268255,4.685449e-7,0.002054411,0.00006037912,0.00009703249,0.00009998686,4.905694e-7,0.0002007567],"genre_scores_gemma":[0.9994019,0.00002145829,0.00001657055,0.0004554086,0.00007281817,1.719909e-7,0.000004737533,0.000002529992,0.0000243671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6279107,"threshold_uncertainty_score":0.9997749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007728611310809362,"score_gpt":0.1850811883124367,"score_spread":0.1773525770016273,"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."}}