{"id":"W2885280423","doi":"10.1038/s41396-018-0257-z","title":"Following the terrestrial tracks of<i>Caulobacter</i>- redefining the ecology of a reputed aquatic oligotroph","year":2018,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Microbial Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid; Compute Canada","keywords":"Biology; Holdfast; Ecology; Caulobacter crescentus; Metagenomics; Microbial ecology; Aquatic ecosystem; Soil microbiology; Biological dispersal; Botany; Soil water; Bacteria; Gene; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007844818,0.00009046796,0.0001564782,0.0000183306,0.0003201769,0.00002576575,0.0005388159,0.00007152154,0.00002130264],"category_scores_gemma":[0.0001878525,0.0000422378,0.0001862114,0.000109508,0.0002723176,0.000003343831,0.00009308609,0.0001835246,0.000004601706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004408061,"about_ca_system_score_gemma":0.000104451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002810685,"about_ca_topic_score_gemma":0.00002964163,"domain_scores_codex":[0.9990268,0.0002254755,0.000362354,0.0001058066,0.0001104045,0.0001691442],"domain_scores_gemma":[0.9990884,0.00007357646,0.0003418385,0.0004232082,0.00004475492,0.00002819036],"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":[0.00007954909,0.00003280484,0.0001750524,0.000002097119,0.0001381353,6.092491e-7,0.0005142928,0.0000133163,0.9919629,0.0002310217,0.003973188,0.002877043],"study_design_scores_gemma":[0.003767093,0.001221755,0.02542001,0.0001132174,0.0009719537,0.000850932,0.00175524,0.0002733129,0.7784401,0.006724509,0.180022,0.0004398385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952545,0.0004202301,0.001048198,0.002165053,0.000507065,0.0001451932,0.000006064075,0.000002517016,0.000451188],"genre_scores_gemma":[0.9978964,0.0001632612,0.0003169269,0.00030698,0.001182505,0.000006013028,0.000002626332,0.00001016407,0.0001151056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2135228,"threshold_uncertainty_score":0.2462575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130470587435918,"score_gpt":0.2590253914454677,"score_spread":0.2477206855711085,"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."}}