{"id":"W2149141972","doi":"10.5539/sar.v1n2p162","title":"Bacterial Profiles and Physico-chemical Parameters of Water Samples from Different Sites of the New Calabar River, Nigeria","year":2012,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enterobacter aerogenes; Animal science; Salinity; Enterobacter; Acinetobacter; Veterinary medicine; Biology; Chemistry; Escherichia coli; Food science; Microbiology; Ecology; Antibiotics","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":[0.0001002359,0.0002018819,0.000194983,0.0008338892,0.0005972753,0.0005344544,0.0001181654,0.0002799744,0.0005427418],"category_scores_gemma":[0.0002635681,0.0001521446,0.0000918857,0.001170117,0.0004735572,0.0002767245,0.0002686398,0.0001296108,0.0001505503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00058291,"about_ca_system_score_gemma":0.0005205803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05867099,"about_ca_topic_score_gemma":0.1334007,"domain_scores_codex":[0.9998679,0.00001080306,0.00001878774,0.00003542133,0.00004003915,0.00002694847],"domain_scores_gemma":[0.9998772,0.00001943021,0.00003903784,0.000004468906,0.00004050624,0.00001920407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003022524,0.0001366995,0.910962,0.0001933657,0.00002259539,0.0009556841,0.003225446,0.0003910239,0.07277508,0.0001013331,0.0001466622,0.01078775],"study_design_scores_gemma":[0.00000431106,0.00008769751,0.9934608,0.00001744465,0.00001091658,0.0002126284,0.003069141,0.0002122,0.002236783,0.00002042565,0.0006596756,0.000008048446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990489,0.00006851199,0.00004424188,0.00001093802,0.000001963599,0.00001296785,0.0001821199,0.000001405044,0.0006289496],"genre_scores_gemma":[0.9981995,0.0001918118,0.0003142377,0.00001659653,0.000002274337,0.00002411642,0.0004102656,9.229113e-7,0.0008401806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05867099,"threshold_uncertainty_score":0.116659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865601691816725,"score_gpt":0.2741106896929345,"score_spread":0.2454546727747672,"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."}}