{"id":"W4283743682","doi":"10.1002/rem.21728","title":"Simultaneous monitoring of volatile organic contaminant concentration and controlling factors for vapor intrusion risk evaluations—Two select cases","year":2022,"lang":"en","type":"article","venue":"Remediation Journal","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geoscience BC","funders":"","keywords":"Environmental science; Intrusion; Advection; Sample (material); Computer science; Chemistry","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":[0.001269926,0.0006548258,0.0004333722,0.0009954917,0.0003928851,0.0008348292,0.0005087999,0.0009393221,0.0002911765],"category_scores_gemma":[0.001818012,0.0002024647,0.0005212827,0.0008910495,0.0003803348,0.00057164,0.0006614982,0.0003597989,0.00009195889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004828221,"about_ca_system_score_gemma":0.0003566621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003744156,"about_ca_topic_score_gemma":0.00461275,"domain_scores_codex":[0.9991325,0.0001696597,0.00006503562,0.00020191,0.000359721,0.00007122169],"domain_scores_gemma":[0.9988515,0.0003768073,0.0003136879,0.0001142763,0.0002908047,0.00005296816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002181506,0.00187744,0.6296898,0.0003944549,0.0003223124,0.008030646,0.0008170906,0.03907112,0.2230139,0.001400188,0.0008786546,0.09232286],"study_design_scores_gemma":[0.0001533258,0.006620402,0.367407,0.00006189893,0.0006289666,0.005373707,0.002469623,0.2598474,0.3501264,0.002034288,0.005102697,0.0001743905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867379,0.000235781,0.01191449,0.00005614118,0.000007054065,0.0000951207,0.0001665108,0.00003866988,0.0007483335],"genre_scores_gemma":[0.9911273,0.0002110164,0.008064531,0.00001909567,0.00001153124,0.00005538989,0.0001985854,0.000006670305,0.0003057432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003744156,"threshold_uncertainty_score":0.007444739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142276426742719,"score_gpt":0.2634406262807835,"score_spread":0.2492129836065116,"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."}}