{"id":"W110674191","doi":"","title":"Microbial diversity of active layer soil from the Canadian high Arctic","year":2011,"lang":"en","type":"article","venue":"Lunar and Planetary Science Conference","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phylum; Proteobacteria; Bacteroidetes; Biology; Pyrosequencing; Archaea; Betaproteobacteria; Bacterial phyla; Library; Ecology; Population; Thaumarchaeota; Acidobacteria; 16S ribosomal RNA; Actinobacteria; Genetics; Bacteria; Gene","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002170466,0.00008593715,0.000109175,0.00002411313,0.0009990779,0.00001246511,0.0007296673,0.00006345341,0.01385607],"category_scores_gemma":[0.00002050217,0.00006432585,0.00001491456,0.0001302027,0.002105756,0.0001851158,0.000474691,0.0002054177,0.0001180962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003690923,"about_ca_system_score_gemma":0.0001074863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.907532,"about_ca_topic_score_gemma":0.9266945,"domain_scores_codex":[0.9992893,0.00008252019,0.0000827991,0.0002100099,0.00009045681,0.0002448991],"domain_scores_gemma":[0.9994829,0.00009229752,0.0000505591,0.0002340794,0.00001586289,0.000124274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001128808,0.00004192683,0.9560388,0.000003862972,0.00001971053,0.00001022272,0.0138415,0.00003913522,0.02564386,0.0009823338,0.00115738,0.002108401],"study_design_scores_gemma":[0.00009420855,0.00006448386,0.9930074,0.000005290561,0.00001245551,0.000005603754,0.0001846002,0.00007093968,0.001952912,0.00401355,0.00049782,0.00009076436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927449,0.00000978941,0.000004426754,0.0001733598,0.0001405149,0.00007981963,0.0001837421,0.000004206318,0.00665923],"genre_scores_gemma":[0.9991044,0.00001691882,0.0001367616,0.0006226605,0.000009433634,5.032301e-7,0.00006062674,0.000001339262,0.00004739174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03696859,"threshold_uncertainty_score":0.9870454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167971699740951,"score_gpt":0.1846379503377506,"score_spread":0.1529582333403411,"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."}}