{"id":"W4413992778","doi":"10.3390/toxics13090750","title":"Structural and Kinetic Properties of Liver Rhodanese from Coptodon zillii: Implications for Cyanide Detoxification in Gold Mining-Impacted Aquatic Ecosystems","year":2025,"lang":"en","type":"article","venue":"Toxics","topic":"Cassava research and cyanide","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"University of Zululand","keywords":"Rhodanese; Detoxification (alternative medicine); Cyanide; Ecosystem; Environmental chemistry; Chemistry; Environmental science; Ecology; Biology; Inorganic chemistry; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001295233,0.00008773356,0.0001590069,0.00002602168,0.00005981883,0.00004437599,0.000143482,0.00006940572,0.00002073402],"category_scores_gemma":[0.00024449,0.00003776358,0.00003477597,0.0002634786,0.00005313378,0.00007295606,0.0000377575,0.00005394325,0.000001706299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004241516,"about_ca_system_score_gemma":0.00002066405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002972588,"about_ca_topic_score_gemma":0.01741881,"domain_scores_codex":[0.9992567,0.00005720522,0.0002388299,0.0001872699,0.00008228697,0.0001776629],"domain_scores_gemma":[0.9994611,0.0002793107,0.00007121371,0.00007082857,0.00006307756,0.00005443858],"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":[0.00005543546,0.00002420316,0.02147422,0.0000353789,0.000009719464,1.808823e-7,0.0001403568,0.000003119057,0.9569339,0.000333269,0.0001721329,0.02081812],"study_design_scores_gemma":[0.0003269831,0.000180444,0.9264879,0.0001149836,0.00001950098,0.0000019708,0.0004652096,0.009420757,0.061187,0.001044709,0.0006173761,0.0001331582],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975079,0.0008171396,0.0000118327,0.0009354127,0.00002640892,0.0004909793,0.0001163841,0.00001825823,0.00007564301],"genre_scores_gemma":[0.9993731,0.0000874527,0.0001397922,0.00003739427,0.00003549473,0.00005709185,0.00007701249,9.291646e-7,0.0001917151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9050137,"threshold_uncertainty_score":0.9720103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05094596172719742,"score_gpt":0.2664172589509158,"score_spread":0.2154712972237184,"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."}}