{"id":"W4311040012","doi":"10.3390/su142315878","title":"Sources, Indicators, and Assessment of Soil Contamination by Potentially Toxic Metals","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Environmental science; Contamination; Environmental remediation; Pollution; Soil contamination; Environmental chemistry; Soil water; Soil quality; Heavy metals; Environmental quality; Environmental engineering; Environmental protection; Soil science; Ecology; Chemistry; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190734,0.0007852183,0.0007911692,0.004445175,0.0003082258,0.001680781,0.000560289,0.0009232549,0.0004650395],"category_scores_gemma":[0.00137721,0.0002969183,0.0004849702,0.002904576,0.0004532529,0.0009066102,0.00107785,0.0004133013,0.0002158109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141842,"about_ca_system_score_gemma":0.00119804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005337598,"about_ca_topic_score_gemma":0.006255486,"domain_scores_codex":[0.9987256,0.0002555445,0.0001147438,0.0002032525,0.0006233462,0.00007742905],"domain_scores_gemma":[0.9990782,0.0001975458,0.0002994438,0.00002924859,0.0003624465,0.00003322287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004343448,0.0002590244,0.2992581,0.01779683,0.001080133,0.001097732,0.0007369841,0.02161839,0.1609177,0.0121606,0.004976842,0.4796633],"study_design_scores_gemma":[0.00005765245,0.001405086,0.3406339,0.004100273,0.003130017,0.005089646,0.005166994,0.0811732,0.2950375,0.03739634,0.226388,0.0004213585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6243497,0.2158941,0.1283202,0.002024354,0.0003278022,0.0004100266,0.004279098,0.0004968135,0.02389789],"genre_scores_gemma":[0.8691137,0.09607556,0.02951032,0.0002634509,0.00008950523,0.000122258,0.001312448,0.00004086137,0.003471821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005337598,"threshold_uncertainty_score":0.01061308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004572905223850638,"score_gpt":0.249956654473367,"score_spread":0.2453837492495164,"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."}}