{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000670934,0.0001590675,0.0003390312,0.00009289751,0.0002229288,0.00003061536,0.0002908789,0.0002071739,0.002588789],"category_scores_gemma":[0.0001330723,0.0001299376,0.00004010824,0.0001531133,0.001335489,0.0001273156,0.0006185304,0.0003708754,0.0001340225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163927,"about_ca_system_score_gemma":0.00001135195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00543177,"about_ca_topic_score_gemma":0.0006478937,"domain_scores_codex":[0.9980179,0.0003444498,0.0003694793,0.0004255023,0.0004929579,0.0003497307],"domain_scores_gemma":[0.9990059,0.0003164924,0.0002002583,0.0002933074,0.00001969156,0.0001643454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001187483,0.0001178125,0.9276298,0.00002202546,0.00003368615,0.000009764446,0.007124406,0.000008567841,0.06039213,0.00001042612,0.001918954,0.002613639],"study_design_scores_gemma":[0.0007327615,0.000296832,0.987345,0.00001890174,0.00001854244,0.000003549204,0.002336026,0.0001950024,0.00266757,0.00009468839,0.006136976,0.0001541802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997934,0.0003959536,0.00001177297,0.0003868336,0.00004250071,0.0004918337,0.00007242421,0.000008645135,0.0006559662],"genre_scores_gemma":[0.9978741,0.00007076935,0.0001614098,0.00002113461,0.0000297761,0.00001538739,0.00003475721,0.000008944507,0.001783718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05971513,"threshold_uncertainty_score":0.998323,"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."}}