{"id":"W4236954833","doi":"10.1179/000844301794388263","title":"Arsenic Disposal Practices in the Metallurgical Industry","year":2001,"lang":"en","type":"article","venue":"Canadian Metallurgical Quarterly","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ferrihydrite; Arsenic; Arsenate; Chemistry; Oxidizing agent; Ferric; Metallurgy; Hydrous ferric oxides; Environmental chemistry; Adsorption; Inorganic chemistry; Materials science; Sorption; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006940438,0.0004986347,0.0005067502,0.004472901,0.0004996784,0.001440284,0.0008206411,0.0004803883,0.001726522],"category_scores_gemma":[0.001380383,0.0002085454,0.0004988513,0.00967223,0.0005644105,0.0007874543,0.0005026806,0.0003095964,0.0003297064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003620901,"about_ca_system_score_gemma":0.00523369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1417071,"about_ca_topic_score_gemma":0.2747091,"domain_scores_codex":[0.9987692,0.0001844724,0.0001886093,0.0002045908,0.0005695821,0.0000834818],"domain_scores_gemma":[0.9989631,0.0001970331,0.0003233783,0.0000239789,0.000464511,0.00002793029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001906859,0.00005741284,0.01338187,0.04650785,0.0004897917,0.001511745,0.002974345,0.001006646,0.009700215,0.002439599,0.006113562,0.9156263],"study_design_scores_gemma":[0.00001655411,0.0004551825,0.1334044,0.02519459,0.001579714,0.006341399,0.005796682,0.0002707797,0.01172762,0.0008234092,0.8142573,0.0001324286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02059782,0.9721276,0.0002759663,0.0003294874,0.00007124971,0.00001386804,0.0002283185,0.00001543445,0.00634028],"genre_scores_gemma":[0.08110207,0.9159356,0.0005459505,0.0001717932,0.00003075739,0.000007154197,0.0002175715,0.000005354813,0.001983764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1417071,"threshold_uncertainty_score":0.2817646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204082923661186,"score_gpt":0.2658848980442579,"score_spread":0.2438440688076461,"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."}}