{"id":"W2123378348","doi":"10.1111/j.1574-6941.2006.00222.x","title":"Strong coupling between natural Planctomycetes and changes in the quality of dissolved organic matter in freshwater samples","year":2006,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Groupe de recherche interuniversitaire en limnologie; Université du Québec à Montréal","keywords":"Bacterioplankton; Planctomycetes; Dissolved organic carbon; Nutrient; Biology; Environmental chemistry; Organic matter; Water quality; Dilution; In situ; Bacteria; Ecology; Phytoplankton; Bacteroidetes; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000492306,0.000309587,0.0004170628,0.0003699695,0.0002556744,0.0005267973,0.0002066115,0.0004429363,0.0003368606],"category_scores_gemma":[0.001040469,0.0003283344,0.0001969009,0.0003526339,0.000442636,0.0002312935,0.0004424519,0.0003185955,0.0000921146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352001,"about_ca_system_score_gemma":0.0002692716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001979712,"about_ca_topic_score_gemma":0.00400924,"domain_scores_codex":[0.9993038,0.0001414243,0.00006560102,0.000297513,0.0001268315,0.00006477705],"domain_scores_gemma":[0.9991579,0.0003204976,0.0002736581,0.00006286074,0.0001043466,0.00008065055],"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":[0.0002965192,0.00004987987,0.09933829,0.00007877099,0.00005509327,0.00005245753,0.0001157879,0.0002787733,0.8967382,0.00003496605,0.00001533588,0.002945813],"study_design_scores_gemma":[0.000007312324,0.0003316062,0.9249259,0.000003865131,0.00002719865,0.000117182,0.00010763,0.000856069,0.07329485,0.00005566991,0.0002626173,0.00001009129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998482,0.0001304666,0.000892258,0.000008697164,0.000001750942,0.00001551069,0.0002238398,0.00001118973,0.0002342659],"genre_scores_gemma":[0.9977883,0.00006322236,0.001547802,0.00002937531,0.000002288837,0.00004273137,0.0003229367,0.000003991829,0.0001993192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001979712,"threshold_uncertainty_score":0.00393635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155897988685754,"score_gpt":0.2347123390112404,"score_spread":0.219122540142665,"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."}}