{"id":"W3172487693","doi":"10.3390/w13111578","title":"Distribution, Drivers, and Threats of Aluminum in Groundwater in Nova Scotia, Canada","year":2021,"lang":"en","type":"article","venue":"Water","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Energy; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Groundwater; Aquifer; Environmental science; Surface water; Salmo; Hydrology (agriculture); Nova scotia; Bedrock; Hydrogeology; Geology; Fishery; Oceanography; Environmental engineering; Fish <Actinopterygii>; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0002527442,0.0002599744,0.0002502703,0.001644441,0.00152877,0.0009800073,0.0005183005,0.0002568903,0.001356866],"category_scores_gemma":[0.0009216672,0.0002087063,0.0002560494,0.003081996,0.0007664516,0.0001922706,0.0008079069,0.0002819228,0.0001366329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02575835,"about_ca_system_score_gemma":0.03490292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972683,"about_ca_topic_score_gemma":0.9986694,"domain_scores_codex":[0.999661,0.00002241424,0.00002759082,0.00005768002,0.0001020386,0.000129323],"domain_scores_gemma":[0.9988285,0.00006791827,0.0002121466,0.00002073466,0.000664425,0.0002063229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001248601,0.00002483376,0.9709645,0.0003053616,0.00006366731,0.0007640744,0.001353217,0.0006195239,0.002519154,0.0004982885,0.003825205,0.01893726],"study_design_scores_gemma":[0.000007576713,0.00001590389,0.9913353,0.0001186914,0.00001956058,0.0001801517,0.00314687,0.0004277643,0.0002035215,0.00006649773,0.004464465,0.00001362834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772388,0.002814745,0.0002314493,0.001620166,0.00003503879,0.00009278242,0.009416753,0.00003210664,0.008518215],"genre_scores_gemma":[0.9932824,0.001594705,0.0003518069,0.0002613319,0.000004930977,0.0000216903,0.001495425,0.000006380472,0.002981154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02575835,"threshold_uncertainty_score":0.1868908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006335025116903988,"score_gpt":0.2015608572346603,"score_spread":0.1952258321177563,"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."}}