{"id":"W2978072747","doi":"10.1007/s00792-019-01135-2","title":"Proto-dolomite formation in microbial consortia dominated by Halomonas strains","year":2019,"lang":"en","type":"article","venue":"Extremophiles","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"University of Toronto Scarborough; Natural Sciences and Engineering Research Council of Canada; Directorate for Biological Sciences; Kuwait University; University of Toronto; Kuwait Foundation for the Advancement of Sciences","keywords":"Dolomite; Halomonas; Microbial population biology; Extracellular polymeric substance; Sabkha; Microbial ecology; Metagenomics; Microbial mat; Biology; Ecology; Halophile; Microcosm; Environmental chemistry; Mineralogy; Chemistry; Bacteria; Sedimentary rock; Biofilm","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":[0.0002541639,0.0004898062,0.0003017115,0.0005217305,0.0003196741,0.0006030127,0.0002590547,0.0002513406,0.0004635294],"category_scores_gemma":[0.0003948273,0.0001753686,0.0002309095,0.0003469336,0.0002671199,0.0003249826,0.0007742476,0.0002725552,0.0001075871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002074791,"about_ca_system_score_gemma":0.0003957821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00143588,"about_ca_topic_score_gemma":0.001649632,"domain_scores_codex":[0.9997454,0.00003343551,0.00002065481,0.00007296255,0.00006281995,0.000064771],"domain_scores_gemma":[0.9998195,0.00002497092,0.0000298708,0.00001573896,0.00004756137,0.00006244584],"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":[0.0003845539,0.0000369485,0.007549389,0.00003339327,0.0000164253,0.00008777516,0.00008910921,0.00006889991,0.9900266,0.00003429813,0.00001785604,0.001654865],"study_design_scores_gemma":[0.00009141919,0.001639977,0.3221505,0.00003086064,0.0001183417,0.0007032678,0.001468751,0.002279605,0.6691766,0.0002204885,0.00208336,0.00003700633],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992474,0.0001305568,0.0001468976,0.00001353353,0.000008477237,0.000008657298,0.0001572197,0.000005299883,0.0002819621],"genre_scores_gemma":[0.998877,0.0001156861,0.0003243681,0.000009921526,0.000005097189,0.00001080018,0.0003255929,0.000002583514,0.0003289497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00143588,"threshold_uncertainty_score":0.002855062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007747099078546422,"score_gpt":0.2130626190013866,"score_spread":0.2053155199228402,"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."}}