{"id":"W2129945125","doi":"10.1128/aem.72.1.212-220.2006","title":"Structure and Function of Bacterial Communities Emerging from Different Sources under Identical Conditions","year":2006,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Terminal restriction fragment length polymorphism; Biology; Metacommunity; Ecology; Community structure; Biomass (ecology); Bacteria; Microbial population biology; Habitat; Restriction fragment length polymorphism; Hydrobiology; Gene; Biological dispersal; Genetics; Aquatic environment; Polymerase chain reaction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003836285,0.0002370655,0.0003995331,0.0005116233,0.0002972038,0.0005601785,0.0002039344,0.000347215,0.0002916377],"category_scores_gemma":[0.001093787,0.0002335314,0.0002643016,0.0002790638,0.0003899249,0.0003392694,0.0004960806,0.0002944317,0.0001869989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001528571,"about_ca_system_score_gemma":0.0002066925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009609784,"about_ca_topic_score_gemma":0.001091689,"domain_scores_codex":[0.9995134,0.00008037413,0.00003825485,0.0001574802,0.00012415,0.00008638451],"domain_scores_gemma":[0.9994261,0.0001187012,0.0001160046,0.00005954576,0.0001504352,0.0001291525],"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":[0.0002350236,0.00004440254,0.01560043,0.00002895375,0.00001480845,0.00004343973,0.0001398017,0.00007725196,0.9825296,0.00002861992,0.000005426268,0.001252145],"study_design_scores_gemma":[0.00003351818,0.001555856,0.6834855,0.00001509058,0.0001071228,0.0008291983,0.0006712644,0.001845102,0.3108898,0.0001886615,0.0003484201,0.00003049427],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994094,0.00005560901,0.0003738359,0.000003851095,0.000001501297,0.00000745556,0.00004352592,0.000003152235,0.0001016089],"genre_scores_gemma":[0.9974651,0.0001175323,0.001615216,0.00001790728,0.000005855034,0.00002140737,0.0005521279,0.000006419597,0.0001984176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009609784,"threshold_uncertainty_score":0.002028883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003933597990659782,"score_gpt":0.1686403599743833,"score_spread":0.1647067619837235,"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."}}