{"id":"W3201817134","doi":"10.1139/cjss-2021-0019","title":"Cultivatable bacterial community in water from Lai Nullah contaminated with household sewage and industrial waste is more diverse and populated compared with nonpolluted water","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Higher Education Commision, Pakistan","keywords":"Comamonas; Chemistry; Food science; Population; Sewage; Environmental chemistry; Microbiology; Veterinary medicine; Biology; Bacteria; Pseudomonas; Environmental engineering; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009557363,0.0002810634,0.0003860367,0.0005981643,0.0005848194,0.0006153502,0.0001179629,0.0002627291,0.001125887],"category_scores_gemma":[0.0002267686,0.0001945425,0.0001888173,0.0006785484,0.0004285676,0.0003415095,0.0004746554,0.0001740331,0.0001299319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014124,"about_ca_system_score_gemma":0.0003935793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007818796,"about_ca_topic_score_gemma":0.01219546,"domain_scores_codex":[0.9998111,0.00001753688,0.00002158983,0.00006039205,0.00004943102,0.00003995266],"domain_scores_gemma":[0.9998347,0.00002793358,0.00006234473,0.000006776386,0.00004089245,0.0000274368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003537036,0.0001485189,0.6774402,0.0002687252,0.00004771725,0.001110624,0.00363747,0.0001775148,0.3019398,0.00006843504,0.0001235018,0.01468385],"study_design_scores_gemma":[0.000008012758,0.0005386078,0.9801643,0.00002239536,0.00003324748,0.0008865261,0.005144809,0.000289251,0.01181786,0.00007807481,0.001000115,0.00001685958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994583,0.00005142596,0.00008644665,0.00001395178,0.000001954801,0.000007408647,0.000126199,0.000002177181,0.0002522866],"genre_scores_gemma":[0.9987794,0.0001156193,0.0002456979,0.00002912543,0.000004056154,0.0000111945,0.0002469566,0.000001544514,0.0005663301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007818796,"threshold_uncertainty_score":0.01554656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03951026534201371,"score_gpt":0.2279715834495961,"score_spread":0.1884613181075824,"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."}}