{"id":"W948020987","doi":"10.3233/ajw-2006-3_1_11","title":"Environmental Assessment of Tannery Wastes from Chittagong, Bangladesh","year":2006,"lang":"en","type":"article","venue":"Asian Journal of Water Environment and Pollution","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Environmental science; Water resource management; Geography; Environmental protection","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000245863,0.0001439276,0.0001952719,0.00004883941,0.00006647711,0.00001775822,0.00009792073,0.00006967826,0.00128069],"category_scores_gemma":[0.000001369187,0.00009763541,0.00008708355,0.00002480248,0.0001903107,0.0002657139,0.00007666451,0.0001085358,0.0000271512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001634916,"about_ca_system_score_gemma":0.000003498055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006783864,"about_ca_topic_score_gemma":0.000006331712,"domain_scores_codex":[0.9987997,0.00007361607,0.0004120401,0.0001553017,0.0003779679,0.0001813104],"domain_scores_gemma":[0.9995467,0.0000099935,0.0002573722,0.0001097161,0.00000107506,0.0000751463],"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":[0.00002799911,0.0001704916,0.2503537,0.000004296749,0.00002382081,0.0000092231,0.0002847253,0.0007871789,0.7387883,0.00001221323,0.0002834411,0.009254607],"study_design_scores_gemma":[0.0007621197,0.0002861998,0.9003369,0.00001625585,0.00006572383,0.0000195359,0.0001327704,0.0002663382,0.09477543,0.0004390618,0.002762181,0.0001374717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976906,0.0001233833,0.0006402826,0.0006094961,0.0001222995,0.0001003214,0.00002699917,0.000003398407,0.0006832656],"genre_scores_gemma":[0.9982404,0.00009029936,0.001266012,0.00003084661,0.0002167772,0.000001442908,0.00004062343,0.00001035938,0.0001032927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6499832,"threshold_uncertainty_score":0.9996323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00259110058665962,"score_gpt":0.1754977312672169,"score_spread":0.1729066306805573,"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."}}