{"id":"W2617286166","doi":"10.1128/mbio.00590-17","title":"Kisameet Glacial Clay: an Unexpected Source of Bacterial Diversity","year":2017,"lang":"en","type":"article","venue":"mBio","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Ecology; Actinobacteria; Glacial period; Taxon; Biology; Bay; Bacteria; Geography; Archaeology; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007304107,0.0000773495,0.000110477,0.00001386866,0.0003558879,0.00002379053,0.0002901519,0.000133484,0.00007720236],"category_scores_gemma":[0.00003090631,0.00007808409,0.00005076992,0.000008269686,0.000111458,0.000004182331,0.0005057075,0.00004484456,0.0000085564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007687907,"about_ca_system_score_gemma":0.00004982724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004819535,"about_ca_topic_score_gemma":0.0004184272,"domain_scores_codex":[0.9994802,0.00003043379,0.00009600028,0.0001893425,0.00005025017,0.0001537439],"domain_scores_gemma":[0.9993217,0.000001530299,0.0001102116,0.0004489611,0.00004771176,0.0000699029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001447164,0.00005577743,0.01732157,0.000009339036,0.00001454702,9.336081e-7,0.00014111,3.449935e-7,0.9797322,0.0000334172,0.001410122,0.001135905],"study_design_scores_gemma":[0.001576264,0.0006000901,0.3442952,0.00001092625,0.00002651185,0.000006666603,0.00009715335,0.000007752602,0.5977865,0.00005445574,0.05528361,0.0002548191],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979674,0.00002208483,0.00007862307,0.00008198384,0.000301909,0.0000675003,0.00003514784,0.000007343721,0.001438019],"genre_scores_gemma":[0.9988007,0.00001093675,0.000168376,0.00007837942,0.0003890038,6.88523e-7,0.0001415925,0.000007660763,0.0004026544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3819457,"threshold_uncertainty_score":0.3184177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778121530059311,"score_gpt":0.271765863211621,"score_spread":0.2539846479110279,"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."}}