{"id":"W2788021945","doi":"10.1111/1462-2920.14056","title":"Distribution of thermophilic endospores in a temperate estuary indicate that dispersal history structures sediment microbial communities","year":2018,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Engineering and Physical Sciences Research Council; Newcastle University; Natural Environment Research Council; Sight Research UK","keywords":"Biological dispersal; Biology; Ecology; Endospore; Biogeography; Thermophile; Temperate climate; Estuary; Microbial ecology; Bacteria; Spore; Botany; Population; Paleontology","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002484774,0.0002799324,0.0003774787,0.0000655148,0.0001830376,0.000003615768,0.000586456,0.0002781497,0.01810824],"category_scores_gemma":[0.000006041092,0.0002646082,0.00008959365,0.0000698432,0.003942815,0.0001056906,0.0007320199,0.0004273948,0.0004003983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007241443,"about_ca_system_score_gemma":0.00001880124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002020448,"about_ca_topic_score_gemma":0.002593868,"domain_scores_codex":[0.9981997,0.00061911,0.0003726278,0.0003036318,0.00005363404,0.0004512931],"domain_scores_gemma":[0.9991801,0.00009838636,0.0002152432,0.0004472277,0.000002193025,0.00005681545],"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":[0.000204796,0.0002616851,0.1309395,0.000005987777,0.00003261827,0.000003448075,0.002969409,0.00003944708,0.8618789,0.00006125911,0.003357922,0.0002450145],"study_design_scores_gemma":[0.00158552,0.0009171447,0.8000746,0.00002297372,0.00003884695,0.0001270448,0.001266854,0.00003147645,0.1547953,0.0004630758,0.04010605,0.0005710264],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983047,0.0002174431,0.00001245161,0.00008155657,0.000346359,0.0002879244,0.0002460321,0.00002041805,0.0004831138],"genre_scores_gemma":[0.9977363,0.00009667808,0.00008150069,0.0005055155,0.00004498225,0.0000152723,0.001369698,0.00001936375,0.0001307424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7070836,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108068651056812,"score_gpt":0.1959566274143158,"score_spread":0.1848759409037477,"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."}}