{"id":"W4387372642","doi":"10.1111/sum.12973","title":"The relationship between site history and human health risks: Lessons from 13 years of contaminated land risk assessments in Victoria, Australia","year":2023,"lang":"en","type":"article","venue":"Soil Use and Management","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"BTEX; Human health; Environmental science; Audit; Risk assessment; Petroleum; Environmental health; Environmental planning; Environmental protection; Ethylbenzene; Business; Chemistry; Medicine; Accounting","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":[],"consensus_categories":[],"category_scores_codex":[0.0007805419,0.00005521193,0.0001134569,0.00006350099,0.0003718402,0.00003403527,0.00006236354,0.00004304309,0.000007644566],"category_scores_gemma":[0.00003257909,0.00005370669,0.00001316336,0.0000894105,0.0001585965,0.0001208427,0.00006615849,0.0001038827,0.000008207715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001640558,"about_ca_system_score_gemma":0.00001907585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1600865,"about_ca_topic_score_gemma":0.1850782,"domain_scores_codex":[0.9990748,0.0002145871,0.0001989789,0.0001399736,0.0001728045,0.0001989223],"domain_scores_gemma":[0.999297,0.0004170665,0.0001177077,0.00009630867,0.000004848387,0.00006711409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004066237,0.00001238727,0.9834814,0.00007830774,0.00001775836,0.00000242254,0.00531735,0.000003792144,3.712114e-7,0.008558943,0.001334944,0.001188238],"study_design_scores_gemma":[0.0003067622,0.0000251068,0.9749859,0.00008550601,0.00003657868,6.318091e-9,0.005828329,0.000003054667,1.698912e-7,0.001312933,0.01736468,0.00005100401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981145,0.0004861547,0.000003674607,0.000676357,0.0001168204,0.000237011,0.00004601303,0.00001754633,0.000301914],"genre_scores_gemma":[0.986096,0.01224244,0.00002118134,0.00006824823,0.00003851732,0.0000175458,0.00004285484,0.000005002117,0.001468193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0249917,"threshold_uncertainty_score":0.8455065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1825828677129535,"score_gpt":0.4166849969452517,"score_spread":0.2341021292322983,"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."}}