{"id":"W3202952615","doi":"10.14288/1.0402428","title":"Arsenic waste management : Kinetics of arsenic release from orpiment","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Arsenic; Environmental science; Chemistry; Radiochemistry; Metallurgy; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003628276,0.0003112102,0.0003396206,0.0002253843,0.0002361282,0.0004958924,0.0003353731,0.0003906192,0.001230681],"category_scores_gemma":[0.0006058014,0.0001783354,0.0002933989,0.0003139506,0.0001738612,0.0004752467,0.0001589974,0.0003557188,0.0004207753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005253244,"about_ca_system_score_gemma":0.0005035628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005387319,"about_ca_topic_score_gemma":0.005279611,"domain_scores_codex":[0.9997227,0.00004241954,0.00002354298,0.00005802162,0.0001013167,0.00005200925],"domain_scores_gemma":[0.9997444,0.00009863381,0.00006066381,0.0000167628,0.00006142755,0.0000182425],"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":[0.0006252546,0.00007023269,0.001698603,0.0001271417,0.00002077266,0.00009466095,0.0001045106,0.002920704,0.985531,0.000252518,0.0002478033,0.008306794],"study_design_scores_gemma":[0.00001204127,0.0004701741,0.003227063,0.0000081153,0.00001415969,0.00005007706,0.00005796562,0.01331107,0.9812669,0.00007732734,0.001490938,0.00001411192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922755,0.000698379,0.003977976,0.0001037191,0.00001321799,0.00003901874,0.0006346905,0.0001369417,0.002120593],"genre_scores_gemma":[0.9923455,0.0005989153,0.002232753,0.00003464962,0.000003892966,0.00002964069,0.0005068373,0.00002804708,0.00421971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005387319,"threshold_uncertainty_score":0.01071191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004852186684305725,"score_gpt":0.1539032493170747,"score_spread":0.149051062632769,"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."}}