{"id":"W3190791617","doi":"10.1016/j.jhazmat.2021.126873","title":"Cr(VI) formation in ferrochrome-smelter dusts","year":2021,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"Basic Energy Sciences; Brookhaven National Laboratory; Office of Science; Natural Resources Canada; U.S. Department of Energy","keywords":"Ferrochrome; Freeboard; Chromite; Smelting; Metallurgy; Chromium; Flux (metallurgy); Chemistry; Mineralogy; Materials science; Fluidized bed","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003952055,0.00008815221,0.0002496529,0.0001259142,0.00002027749,0.0001007872,0.00006755876,0.00006554354,0.0007534453],"category_scores_gemma":[0.0000588843,0.00007365867,0.00005827013,0.00008269071,0.000005233133,0.0003958937,0.00001307536,0.0001340017,0.00005216189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007382984,"about_ca_system_score_gemma":0.00001743647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002387824,"about_ca_topic_score_gemma":0.00001020072,"domain_scores_codex":[0.9990408,0.00006815963,0.0005535762,0.00004852467,0.0001567601,0.0001322061],"domain_scores_gemma":[0.9996602,0.00001879566,0.000128847,0.0000762097,0.00006768768,0.00004828356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001858346,0.0000222439,0.00001946781,0.00007825089,0.00001739223,0.0002125759,0.000154384,0.001106379,0.9946385,0.00003405995,0.00125693,0.002441208],"study_design_scores_gemma":[0.0005555124,0.00003222294,0.003126232,0.0001549258,0.00001536608,0.001558231,0.0001625871,0.0003275341,0.9815602,0.0001735174,0.01220302,0.0001306439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950525,0.0002957809,0.001025366,0.00014708,0.001797553,0.00003522509,0.000004303717,0.00002396445,0.001618275],"genre_scores_gemma":[0.9985839,0.0001521191,0.0007317438,0.0000760278,0.0003023667,9.940095e-7,0.000004214035,0.000013409,0.0001352884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01307832,"threshold_uncertainty_score":0.8249698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450100820043772,"score_gpt":0.2373419814276564,"score_spread":0.2228409732272187,"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."}}