{"id":"W2072899064","doi":"10.1007/s00248-007-9291-5","title":"Cyanobacterial Diversity and Halotolerance in a Variable Hypersaline Environment","year":2007,"lang":"en","type":"article","venue":"Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"University of Tulsa; National Science Foundation","keywords":"Phylotype; Biology; Phylogenetic diversity; Halotolerance; Ecology; Ecotype; Extreme environment; Phylogenetic tree; Microbial ecology; Cylindrospermopsis raciborskii; Phylogeography; Genetic diversity; Halophile; Salinity; Population","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":[],"category_scores_codex":[0.000575483,0.0001369093,0.0002372718,0.00004614985,0.0004596428,0.000004485613,0.0002437064,0.0002285027,0.007483359],"category_scores_gemma":[0.00001918979,0.0001510481,0.00002499625,0.00009713519,0.0004431711,0.00008490895,0.001889886,0.0002639124,0.000294118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889104,"about_ca_system_score_gemma":0.000007888279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001487188,"about_ca_topic_score_gemma":0.01298082,"domain_scores_codex":[0.998846,0.0001598651,0.000217433,0.0003001358,0.00003650761,0.0004400819],"domain_scores_gemma":[0.9995431,0.0001340951,0.00006263989,0.000186668,0.000002572068,0.00007093226],"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":[0.0004195832,0.0003210934,0.3061394,0.000006792973,0.00001299142,0.00003914733,0.001099724,0.0002824359,0.6899587,0.0001848658,0.001040177,0.0004950598],"study_design_scores_gemma":[0.001640625,0.000241918,0.9408352,0.000003736781,0.00001364366,0.00006239642,0.00004543648,0.00003612079,0.003616988,0.0007499798,0.05248477,0.0002692322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969286,0.000007914855,0.0001382123,0.0001692209,0.0002824678,0.0001976787,0.00001159122,0.00001694342,0.002247398],"genre_scores_gemma":[0.9975367,0.00002363878,0.0009542654,0.001182026,0.00004661334,0.000003009139,0.00002415264,0.000007664666,0.0002219036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6863417,"threshold_uncertainty_score":0.9934239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006892416364900887,"score_gpt":0.1832577773337524,"score_spread":0.1763653609688515,"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."}}