{"id":"W3094908653","doi":"10.1130/abs/2020am-358605","title":"DISTRIBUTION OF ARSENIC, FLUORIDE AND MANGANESE IN OVERBURDEN WATER WELLS, SOUTHERN ONTARIO, CANADA","year":2020,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Manganese; Overburden; Arsenic; Fluoride; Geology; Geochemistry; Mining engineering; Environmental science; Metallurgy; Chemistry; Materials science; Inorganic chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002041216,0.0002459372,0.0002298483,0.002157244,0.002519436,0.0008355204,0.0005312865,0.0002643669,0.002046905],"category_scores_gemma":[0.0007172262,0.0002797092,0.0002212119,0.004282008,0.0006689892,0.000316913,0.000510756,0.0002099143,0.0002478288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01488467,"about_ca_system_score_gemma":0.01861773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940093,"about_ca_topic_score_gemma":0.9984053,"domain_scores_codex":[0.9996777,0.00001515209,0.00002462252,0.00005613402,0.0001531451,0.00007330137],"domain_scores_gemma":[0.9989779,0.00007344675,0.0001535423,0.00001632451,0.0006351345,0.0001438071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002548399,0.00003557833,0.9690344,0.000205204,0.0000706896,0.0003736314,0.005219238,0.0005455313,0.005402623,0.0005497093,0.002376968,0.01593158],"study_design_scores_gemma":[0.000008131048,0.0000293486,0.9911941,0.0000294649,0.00001827739,0.00008976066,0.003933336,0.0002734744,0.000489593,0.00004310918,0.003880553,0.00001089902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872307,0.0007044362,0.0001847009,0.000165634,0.000005894677,0.00005116295,0.004309721,0.00002521014,0.007322536],"genre_scores_gemma":[0.9899946,0.0005466411,0.0005110924,0.00004088512,0.000002235308,0.00002044308,0.001128825,0.000005807011,0.007749306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01488467,"threshold_uncertainty_score":0.1079963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006990014649378,"score_gpt":0.1764751337562612,"score_spread":0.1664052336097674,"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."}}