{"id":"W4376958651","doi":"10.1080/22423982.2023.2208810","title":"Sources of exposure to lead in Arctic and subarctic regions: a scoping review","year":2023,"lang":"en","type":"review","venue":"International Journal of Circumpolar Health","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement; Institut National de la Recherche Scientifique; University of Waterloo; Environment and Climate Change Canada","funders":"Crown-Indigenous Relations and Northern Affairs Canada","keywords":"Subarctic climate; Lead (geology); Arctic; Indigenous; Circumpolar star; The arctic; Geography; Lead exposure; Environmental science; Environmental health; Environmental protection; Ecology; Physical geography; Oceanography; Medicine; Biology; Archaeology; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003135948,0.0001640046,0.001318783,0.0005593565,0.0001094599,0.00004018225,0.0005109898,0.0001208491,0.00002979363],"category_scores_gemma":[0.001502127,0.0001525855,0.0002144587,0.0003244109,0.0001428814,0.0002016335,0.00007362058,0.0004835396,0.0000145904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006551044,"about_ca_system_score_gemma":0.002576443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001390192,"about_ca_topic_score_gemma":0.003077211,"domain_scores_codex":[0.9962926,0.0006786843,0.001665548,0.0001799509,0.0008827058,0.0003005153],"domain_scores_gemma":[0.9972868,0.0007017651,0.001482983,0.0001144211,0.0001458399,0.0002682023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001589344,0.0001308122,0.002113531,0.6194767,0.0001350729,0.0001036744,0.008415416,0.00000394363,9.493064e-8,0.003630657,0.000628355,0.3653458],"study_design_scores_gemma":[0.0001353438,0.0001321289,0.000382868,0.8786227,0.0001063085,0.00008578881,0.001616096,6.529175e-8,3.248308e-8,0.0002717099,0.1185228,0.0001242363],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001015077,0.9933423,0.00001840672,0.005170807,0.0005166885,0.0007844138,0.00001682583,0.000006475294,0.00004257599],"genre_scores_gemma":[0.0003722415,0.996986,0.0001042537,0.002052025,0.000397299,0.0000197112,0.000004903672,0.00002208701,0.00004143037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3652216,"threshold_uncertainty_score":0.6222258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269257611604193,"score_gpt":0.464180869326797,"score_spread":0.3372551081663777,"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."}}