{"id":"W4378978223","doi":"10.1007/s10661-023-11353-z","title":"A review of the effects of environmental hazards on humans, their remediation for sustainable development, and risk assessment","year":2023,"lang":"en","type":"review","venue":"Environmental Monitoring and Assessment","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental remediation; Environmental planning; Sustainable development; Prosperity; Industrialisation; Environmental science; Natural resource; Environmental resource management; Environmental pollution; Environmental protection; Business; Natural resource economics; Contamination; Ecology; Economic growth; Political science","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":[0.002038244,0.001212111,0.002420147,0.005588353,0.0004057573,0.001513122,0.001182763,0.001516622,0.004544882],"category_scores_gemma":[0.004218922,0.0004207572,0.001481012,0.007063327,0.0005949688,0.001655615,0.001000933,0.001556982,0.0007522868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390894,"about_ca_system_score_gemma":0.005449895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007342218,"about_ca_topic_score_gemma":0.01754413,"domain_scores_codex":[0.9991382,0.0002041424,0.0001938216,0.00009919263,0.0003177702,0.00004680071],"domain_scores_gemma":[0.9976278,0.001600655,0.0002645035,0.00003633479,0.0004026103,0.0000681809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006643827,0.00007602148,0.000246103,0.14718,0.0004454284,0.00008239267,0.0001125795,0.0003082848,0.0005763535,0.004117053,0.03914848,0.807641],"study_design_scores_gemma":[0.00002929647,0.0001151813,0.002194977,0.09369889,0.00112102,0.0004725288,0.0002016145,0.0001152519,0.0002276687,0.003108789,0.8986713,0.00004339527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003264475,0.9992688,0.00004849954,0.0002349976,0.0001145597,0.000005515257,0.00003360807,0.000001981807,0.0002595047],"genre_scores_gemma":[0.0001637383,0.999477,0.00009198098,0.0001167565,0.00005936745,0.000003669704,0.00001373975,3.613467e-7,0.00007343391],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007342218,"threshold_uncertainty_score":0.01520413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091610702624785,"score_gpt":0.3680522531535014,"score_spread":0.3371361461272535,"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."}}