{"id":"W2122136925","doi":"10.1038/ismej.2012.138","title":"Effects of patch connectivity and heterogeneity on metacommunity structure of planktonic bacteria and viruses","year":2012,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Vlaamse regering; Natural Sciences and Engineering Research Council of Canada; Fonds Wetenschappelijk Onderzoek; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Tula Foundation","keywords":"Metacommunity; Biological dispersal; Biology; Ecology; Plankton; Biodiversity; Microbial ecology; Bacterioplankton; Zooplankton; Community structure; Beta diversity; Spatial ecology; Phytoplankton; Bacteria; Nutrient; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001849876,0.00007259406,0.0001319223,0.00001303974,0.0001401911,0.00001582466,0.00008954363,0.00003200365,0.000273495],"category_scores_gemma":[0.00002372913,0.00004384918,0.00003199024,0.00003073055,0.000144197,0.0001850114,0.0001132377,0.0002180734,0.000001946913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002072583,"about_ca_system_score_gemma":0.000002828425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003423711,"about_ca_topic_score_gemma":0.0001457228,"domain_scores_codex":[0.9994783,0.0001863691,0.0001150216,0.00004588123,0.00006415683,0.0001102932],"domain_scores_gemma":[0.9995185,0.0001757887,0.0001393015,0.0001042325,0.000004763852,0.00005740713],"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":[0.00003426204,0.00005569624,0.02046034,0.00001058271,0.00003137572,2.366298e-7,0.0005382664,0.000003626764,0.9773261,0.000007412032,0.00003866773,0.001493456],"study_design_scores_gemma":[0.0001235393,0.00006715589,0.6185515,0.00001276439,0.00002966306,0.00009252247,0.00002516667,0.000002848074,0.3808117,0.00005217851,0.0002010525,0.00002989899],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995319,0.0001282738,0.00001761078,0.00005041738,0.0001454735,0.00006397456,0.00001956626,0.000002187795,0.00004054912],"genre_scores_gemma":[0.9996742,0.00008770654,0.0001119668,0.00008447744,0.0000302913,3.31163e-7,2.978206e-7,0.000004255428,0.000006444523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5980911,"threshold_uncertainty_score":0.2994579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158873378687723,"score_gpt":0.2501188061710169,"score_spread":0.2385300723841397,"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."}}