{"id":"W2274467791","doi":"","title":"Subsurface Contaminant Remediation and Cost/Benefit Sharing to Redevelop a Naphtha Contaminated Brownfield","year":2008,"lang":"en","type":"article","venue":"Proceedings of Water Down Under 2008","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brownfield; Redevelopment; Environmental remediation; Environmental planning; Demolition; Business; Waste management; Engineering; Environmental science; Civil engineering; Contamination","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003524585,0.0001362141,0.000226114,0.0000987044,0.000517623,0.00004636517,0.0001742683,0.0001324115,0.0001043936],"category_scores_gemma":[0.00004847907,0.0001176407,0.0000269716,0.0001387504,0.0002396425,0.0004015338,0.00009894229,0.0001192787,0.00002848158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001256868,"about_ca_system_score_gemma":0.00003326208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901637,"about_ca_topic_score_gemma":0.0006362638,"domain_scores_codex":[0.9985769,0.000004405088,0.0003057852,0.0002960004,0.0003527596,0.0004641853],"domain_scores_gemma":[0.9994793,0.00003608474,0.00008473028,0.00005300334,0.0001392503,0.0002076653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003421121,0.0002939928,0.676504,0.0009968792,0.0000895108,0.00001754327,0.2145067,0.00002562445,0.06668802,0.03064196,0.007735589,0.002158018],"study_design_scores_gemma":[0.002752087,0.000587636,0.6731832,0.0008755027,0.0001352473,0.00006928544,0.1025288,0.00007154717,0.1780497,0.004399866,0.03600973,0.001337389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985467,0.0002427683,0.00003113672,0.002524947,0.00008551215,0.0004822022,0.000004407766,0.00004668056,0.01111536],"genre_scores_gemma":[0.9901885,0.002122388,0.0004148749,0.0006520553,0.00007038328,0.0000342122,0.000006011127,0.00001419759,0.006497389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1119779,"threshold_uncertainty_score":0.4797248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0340504426446144,"score_gpt":0.2738654027074675,"score_spread":0.2398149600628531,"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."}}