{"id":"W2056167820","doi":"10.3749/canmin.47.3.533","title":"ARSENIC MINERALOGY OF NEAR-SURFACE TAILINGS AND SOILS: INFLUENCES ON ARSENIC MOBILITY AND BIOACCESSIBILITY IN THE NOVA SCOTIA GOLD MINING DISTRICTS","year":2009,"lang":"en","type":"article","venue":"The Canadian Mineralogist","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada; Queen's University","funders":"","keywords":"Tailings; Arsenic; Nova scotia; Soil water; Geology; Environmental science; Mining engineering; Environmental chemistry; Gold mining; Geochemistry; Metallurgy; Soil science; Chemistry; Materials science; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001253061,0.0001923977,0.0002106497,0.001204762,0.0008767574,0.0006712683,0.0002859304,0.0001673495,0.0008445623],"category_scores_gemma":[0.0004106152,0.0001932279,0.0001689074,0.001252586,0.0006962838,0.0001398775,0.0005078907,0.0001546066,0.0001885317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003609005,"about_ca_system_score_gemma":0.002111053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8981071,"about_ca_topic_score_gemma":0.9468119,"domain_scores_codex":[0.9998105,0.00002015484,0.00001460163,0.00005256425,0.0000407134,0.00006135861],"domain_scores_gemma":[0.9995357,0.0000420954,0.000127595,0.00001851891,0.0001529401,0.0001231555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001242796,0.00002374323,0.9892299,0.00003209746,0.00002654046,0.0004077865,0.001093201,0.0001583824,0.005766985,0.00003590308,0.00008445037,0.003016813],"study_design_scores_gemma":[0.000001273946,0.000009859074,0.9992379,0.000003312331,0.0000025218,0.000045172,0.0004799269,0.00003988838,0.00008422092,0.000003216658,0.00009138617,0.000001377262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991774,0.00006480771,0.00001439847,0.00001244275,8.269317e-7,0.000006978891,0.0002919053,0.000001519881,0.0004296322],"genre_scores_gemma":[0.9990434,0.00008300538,0.00004689164,0.00001080559,7.795938e-7,0.000003679428,0.0002034824,0.000001118141,0.0006068285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1018929,"threshold_uncertainty_score":0.2049859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903225588145437,"score_gpt":0.2528736577914608,"score_spread":0.2338414019100064,"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."}}