{"id":"W3186684312","doi":"10.1007/s10653-021-01043-5","title":"Special issue on contamination, remediation and health for pollutants in natural aquatic, soil, sediments and atmospheric environments","year":2021,"lang":"en","type":"editorial","venue":"Environmental Geochemistry and Health","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Environmental remediation; Contamination; Pollutant; Environmental science; Natural (archaeology); Environmental chemistry; Soil contamination; Environmental engineering; Waste management; Geology; Soil water; Engineering; Ecology; Soil science; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013493,0.0006978763,0.0008969173,0.00002821262,0.0004668489,0.00006644961,0.0001975782,0.0005664109,0.0009306979],"category_scores_gemma":[0.0001020582,0.0007752456,0.00007020189,0.00008906805,0.0004956994,0.0002076635,0.0004252479,0.0008493742,0.0000445447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002609594,"about_ca_system_score_gemma":0.00009994478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002878252,"about_ca_topic_score_gemma":0.000245684,"domain_scores_codex":[0.9952942,0.000192812,0.0009513327,0.001536337,0.001148253,0.0008771305],"domain_scores_gemma":[0.9981461,0.0002510675,0.0006254093,0.0004360242,0.000001266256,0.0005401307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001900392,0.0009987414,0.01497271,0.0006686075,0.00009490114,0.00002883182,0.001974994,0.00008965986,0.001749838,0.000003180034,0.7918433,0.1873852],"study_design_scores_gemma":[0.003728249,0.000747575,0.08845922,0.0003309373,0.00004246165,0.00001339718,0.0005897455,0.0007848316,0.001102287,0.0001172464,0.9031224,0.0009616209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.495679,0.02436368,0.0002186507,0.01944232,0.439578,0.01262673,0.00472826,0.0001458415,0.003217536],"genre_scores_gemma":[0.2264517,0.07136146,0.005428422,0.005026327,0.6676018,0.000720769,0.007030675,0.0004107113,0.01596822],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2692274,"threshold_uncertainty_score":0.9999826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008654962621120166,"score_gpt":0.2666331689862196,"score_spread":0.2579782063650995,"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."}}