{"id":"W2021751318","doi":"10.1139/s06-070","title":"Batch studies of lead adsorption from a multi-component aqueous solution onto Atlantic cod fish scale (<i>Gadus morhua</i>) substrate","year":2007,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Killam Trusts","keywords":"Gadus; Arsenic; Adsorption; Atlantic cod; Sorption; Chemistry; Aqueous solution; Environmental chemistry; Metal; Metal ions in aqueous solution; Fish <Actinopterygii>; Fishery; Biology; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001073466,0.0001416819,0.000258024,0.0000999709,0.0001090542,0.00002725346,0.000209332,0.00004074831,0.00001347033],"category_scores_gemma":[0.00003454137,0.0001204677,0.00008030289,0.0001743708,0.0004438779,0.0003521931,0.0001082657,0.0001560609,0.000007541448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871073,"about_ca_system_score_gemma":0.00000613382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003055566,"about_ca_topic_score_gemma":0.00002502873,"domain_scores_codex":[0.9984328,0.00002070404,0.000467449,0.0002183045,0.0005853195,0.0002754877],"domain_scores_gemma":[0.9994265,0.000063608,0.0002313181,0.0001291753,0.000008389886,0.0001409514],"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":[0.00002173173,0.000110378,0.04247253,0.000008702067,0.00002382795,0.00001062369,0.0009074187,0.01061032,0.9449113,4.428605e-7,0.000009669095,0.0009130424],"study_design_scores_gemma":[0.0005474359,0.0001710854,0.6921365,0.0001171947,0.00007304558,0.00005567491,0.0009792156,0.01976603,0.2858588,0.0000144595,0.00006309089,0.0002175281],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954771,0.0003462986,0.003849016,0.00004879127,0.0002146387,0.00004269516,0.000006346452,0.000008930351,0.000006145912],"genre_scores_gemma":[0.9953305,0.0002802121,0.004265802,0.000008070261,0.00006348341,5.885989e-7,0.000001422775,0.0000070991,0.00004285332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6590526,"threshold_uncertainty_score":0.4912532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199357936727625,"score_gpt":0.239736414028646,"score_spread":0.2198006203558835,"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."}}