{"id":"W3210182205","doi":"10.3390/microorganisms9112266","title":"Metagenomic Investigation of a Low Diversity, High Salinity Offshore Oil Reservoir","year":2021,"lang":"en","type":"article","venue":"Microorganisms","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Engineering and Physical Sciences Research Council; Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Government of the United Kingdom; University of Calgary","keywords":"Metagenomics; Microbiome; Biology; Extreme environment; Salinity; Microbial population biology; Microbial ecology; Microorganism; Ecology; Bacteria; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001314865,0.0004403206,0.0003502092,0.0008406502,0.0005253845,0.0005774293,0.0001585216,0.0003408689,0.0003661502],"category_scores_gemma":[0.0002431053,0.0001452332,0.0003048425,0.0007638001,0.000158398,0.0003222911,0.0005398233,0.0002692113,0.0001405084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002104998,"about_ca_system_score_gemma":0.0004782066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00309245,"about_ca_topic_score_gemma":0.005525996,"domain_scores_codex":[0.9998288,0.0000137976,0.00001226067,0.00005732532,0.00005220775,0.00003550084],"domain_scores_gemma":[0.9999001,0.00001231692,0.00003063847,0.000005912987,0.00003207634,0.0000189581],"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":[0.0001450543,0.00004824155,0.04440575,0.0001268914,0.00004691369,0.0002731882,0.0004427073,0.0001848054,0.9475897,0.00004796978,0.00005604909,0.006632816],"study_design_scores_gemma":[0.00001620472,0.0006019613,0.7561097,0.0000956122,0.0003094903,0.001407398,0.00474231,0.00324232,0.2241536,0.0002083278,0.009064428,0.00004871016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973297,0.0002789855,0.0006951645,0.00005316707,0.000004948667,0.00001859915,0.00132431,0.00001046365,0.0002845718],"genre_scores_gemma":[0.9913903,0.0006752796,0.003760783,0.00006839303,0.000007891394,0.00003738697,0.003243852,0.00001254657,0.000803537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00309245,"threshold_uncertainty_score":0.006148875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576204046833032,"score_gpt":0.2050572745195053,"score_spread":0.189295234051175,"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."}}