{"id":"W3126597041","doi":"10.1039/d0ew00886a","title":"Impact of sodium silicate on lead release from lead(<scp>ii</scp>) carbonate","year":2021,"lang":"en","type":"article","venue":"Environmental Science Water Research & Technology","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Killam Trusts","keywords":"Lead (geology); Sodium silicate; Silicate; Sodium; Carbonate; Sodium carbonate; Chemistry; Chemical engineering; Mineralogy; Geology; Organic chemistry; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004028485,0.0002244245,0.0002535624,0.0002313337,0.0002439726,0.0005218056,0.0002697828,0.0003154225,0.002778725],"category_scores_gemma":[0.001057131,0.0001404437,0.0002851037,0.0001762359,0.0004083268,0.0002183007,0.0002505353,0.0002459288,0.0003640692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498307,"about_ca_system_score_gemma":0.0006334885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096732,"about_ca_topic_score_gemma":0.01330988,"domain_scores_codex":[0.9994691,0.000124278,0.00005105683,0.00006574485,0.00018735,0.0001024831],"domain_scores_gemma":[0.9990115,0.0004543299,0.0001290282,0.00004633781,0.0002552464,0.0001036324],"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":[0.005144704,0.0002036377,0.007579148,0.0003115521,0.0000907723,0.0001991763,0.000137746,0.001487809,0.97572,0.0001910201,0.0003221115,0.008612385],"study_design_scores_gemma":[0.0000403833,0.001553622,0.005469032,0.00001265585,0.00003343748,0.00005444521,0.00009815703,0.001855457,0.989771,0.00003114119,0.001067947,0.0000128363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980502,0.000240171,0.0001565604,0.00004794966,0.00001661726,0.00001337163,0.00009703128,0.00001119397,0.001366901],"genre_scores_gemma":[0.9983962,0.0001830732,0.000221313,0.00002607673,0.000004665545,0.000004848855,0.00006536311,0.000008701842,0.001089749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096732,"threshold_uncertainty_score":0.02180696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986564399202152,"score_gpt":0.3017818725228482,"score_spread":0.2819162285308267,"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."}}