{"id":"W1956800604","doi":"10.1007/s00300-015-1776-y","title":"Microbial diversity at Mitchell Peninsula, Eastern Antarctica: a potential biodiversity “hotspot”","year":2015,"lang":"en","type":"article","venue":"Polar Biology","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"University of New South Wales","keywords":"Biology; Firmicutes; Bacteroidetes; Ecology; Proteobacteria; Actinobacteria; Dominance (genetics); Biodiversity; Microbial ecology; Pyrosequencing; 16S ribosomal RNA; Bacteria","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003588426,0.0001480692,0.0001913401,0.00005334817,0.000424451,0.0000138779,0.000507786,0.000187753,0.003748972],"category_scores_gemma":[0.0000867663,0.0001393785,0.0000908639,0.0001197997,0.0006058409,0.0001338033,0.003862943,0.0002008735,0.01499153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003994681,"about_ca_system_score_gemma":0.00002533995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438839,"about_ca_topic_score_gemma":0.001821808,"domain_scores_codex":[0.9984025,0.0002216524,0.000122887,0.0004189701,0.0001583739,0.000675637],"domain_scores_gemma":[0.9992322,0.0000254431,0.00005675069,0.000242743,0.00001615953,0.0004267113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000254973,0.00008542548,0.9487464,0.000002142624,0.00002468006,0.0000633205,0.0002578203,0.000004092962,0.03904158,0.00001064332,0.01128787,0.0002210877],"study_design_scores_gemma":[0.002890145,0.0008310508,0.8525932,0.00000197842,0.00005017767,0.0002279602,0.000200697,0.0002250388,0.004610472,0.0008973512,0.136943,0.000528965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965845,0.00006499416,0.0001106198,0.0009398147,0.0003565959,0.0001447062,0.0001723498,0.00003831811,0.001588097],"genre_scores_gemma":[0.9977362,0.00001862237,0.0002691749,0.0006372352,0.0000678709,0.000001278351,0.0000723843,0.000004941714,0.001192251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1256551,"threshold_uncertainty_score":0.9971617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815184828884249,"score_gpt":0.2368476555112672,"score_spread":0.2086958072224247,"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."}}