{"id":"W2055939482","doi":"10.1890/0012-9658(2006)87[2985:troeas]2.0.co;2","title":"THE ROLE OF ENVIRONMENTAL AND SPATIAL PROCESSES IN STRUCTURING LAKE COMMUNITIES FROM BACTERIA TO FISH","year":2006,"lang":"en","type":"article","venue":"Ecology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":553,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Groupe de recherche interuniversitaire en limnologie","keywords":"Biological dispersal; Metacommunity; Zooplankton; Ecology; Phytoplankton; Trophic level; Community structure; Abundance (ecology); Plankton; Biology; Environmental science; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006432064,0.0003095655,0.0002781063,0.001120165,0.0009336522,0.0009198551,0.0003531111,0.0003254393,0.0007899921],"category_scores_gemma":[0.002759127,0.000235619,0.0001979747,0.0007663443,0.001564562,0.0005515458,0.0008539379,0.0002178346,0.00008118575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002125048,"about_ca_system_score_gemma":0.001403712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1852848,"about_ca_topic_score_gemma":0.5043795,"domain_scores_codex":[0.999632,0.0001171138,0.00001741359,0.0000960649,0.00004721147,0.00009017427],"domain_scores_gemma":[0.998338,0.0005359408,0.0004683573,0.0001018284,0.0002650393,0.0002908804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001060747,0.00002747739,0.9710277,0.00007347049,0.0001333222,0.0001215604,0.001155855,0.001582729,0.01510379,0.000299522,0.00007325311,0.01029535],"study_design_scores_gemma":[0.000002586984,0.00002638774,0.9982804,0.000004119734,0.00001369448,0.00002413324,0.000253044,0.00110691,0.0001197546,0.0001015312,0.00006275393,0.000004841907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993843,0.0001191875,0.0002498326,0.00002003027,2.959201e-7,0.000004449005,0.00004036937,0.000002863651,0.0001787304],"genre_scores_gemma":[0.999531,0.00003630973,0.0003185507,0.000009235298,8.640027e-7,0.000003036094,0.00004851879,0.000001528418,0.00005082248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1852848,"threshold_uncertainty_score":0.3684127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002851140732352589,"score_gpt":0.1673800641890454,"score_spread":0.1645289234566928,"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."}}