{"id":"W2082515417","doi":"10.5539/enrr.v3n2p28","title":"Eco-Histopathology of Nile Tilapia (Oreochromis niloticus) and African Catfish (Clarias gariepinus) from Industrially Contaminated Locations of Ologe Lagoon, South-western, Nigeria","year":2013,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clarias gariepinus; Oreochromis; Nile tilapia; Effluent; Catfish; Veterinary medicine; Histopathology; Animal science; Heavy metals; Contamination; Fish farming; Chemistry; Fishery; Fish <Actinopterygii>; Environmental chemistry; Biology; Aquaculture; Environmental science; Ecology; Environmental engineering; Medicine","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":[0.00008551098,0.0002057259,0.0001004967,0.0005569904,0.0002594017,0.0002156727,0.00006950513,0.0001539437,0.0007088553],"category_scores_gemma":[0.00009042332,0.0001466751,0.00008687934,0.0002125906,0.0002352024,0.0001132207,0.000181742,0.0001250149,0.0001274948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001833042,"about_ca_system_score_gemma":0.0001852001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004141977,"about_ca_topic_score_gemma":0.01401468,"domain_scores_codex":[0.9999551,0.000002963237,0.000004993118,0.0000121886,0.00001439657,0.00001037787],"domain_scores_gemma":[0.9998977,0.000007034007,0.00004484455,0.000003603153,0.00002438279,0.00002237077],"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":[0.000479957,0.00007983797,0.4904761,0.0001620699,0.00002552369,0.001990506,0.0009012042,0.0001368305,0.498668,0.00004333212,0.00009869171,0.006938001],"study_design_scores_gemma":[0.000005028827,0.0002765071,0.9844565,0.000009768468,0.00001235245,0.0008773556,0.0008702105,0.00006147728,0.01299735,0.00001923838,0.000411489,0.000002773255],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994522,0.0001025614,0.00006081995,0.000006413054,0.000002092496,0.000003653867,0.00008255744,0.000002000526,0.0002877029],"genre_scores_gemma":[0.9980214,0.0001977085,0.0001821331,0.00001569819,0.000001288747,0.000006680818,0.0001794122,0.000001588532,0.00139418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004141977,"threshold_uncertainty_score":0.008235753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0230804333176822,"score_gpt":0.2355490397029414,"score_spread":0.2124686063852592,"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."}}