{"id":"W4377078407","doi":"10.1130/abs/2023se-386034","title":"GEOLOGIC, HYDROLOGIC AND PEDOLOGIC FACTORS IN DUE DILIGENCE FOR VIRGINIA RESIDENTIAL PROPERTY DISCLOSURE ACT, PROPOSED STORMWATER MANUAL REVISIONS AND LOCAL ZONING","year":2023,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Zoning; Stormwater; Due diligence; Stormwater management; Geology; Environmental planning; Civil engineering; Environmental science; Engineering; Business; Surface runoff; Finance","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":[0.004833846,0.0003663099,0.0003412692,0.002209865,0.005063132,0.00593918,0.00157118,0.001943402,0.01471937],"category_scores_gemma":[0.02180542,0.0006659634,0.0005616142,0.00197218,0.0008019426,0.001376116,0.001205901,0.002637167,0.004561937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006091918,"about_ca_system_score_gemma":0.03276681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.468523,"about_ca_topic_score_gemma":0.6483265,"domain_scores_codex":[0.9960629,0.0008020372,0.0004109074,0.0003063788,0.001646548,0.0007710822],"domain_scores_gemma":[0.9835993,0.003466215,0.000971973,0.001230991,0.009787101,0.0009444614],"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":[0.00007707453,0.0001477292,0.05492729,0.00004462728,0.00001330419,0.0002160117,0.001373736,0.000716476,0.0005201447,0.01185566,0.8710168,0.05909114],"study_design_scores_gemma":[0.0000341078,0.0000906502,0.16636,0.0002343568,0.00004297669,0.0002026383,0.00445137,0.002493337,0.001575907,0.003613196,0.8208299,0.00007142703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2238001,0.007188968,0.0185727,0.2879792,0.01758488,0.002763142,0.04687034,0.003703849,0.3915368],"genre_scores_gemma":[0.2657127,0.002128374,0.01365589,0.01821025,0.00111922,0.001013654,0.01706053,0.0005073612,0.6805921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.468523,"threshold_uncertainty_score":0.9315917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0384055577147658,"score_gpt":0.2641617595257016,"score_spread":0.2257562018109358,"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."}}