{"id":"W1546248909","doi":"10.21236/ada487571","title":"Detailed Field Investigation of Vapor Intrusion Processes","year":2008,"lang":"en","type":"report","venue":"","topic":"Water Systems and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intrusion; Field (mathematics); Geology; Environmental science; Geochemistry; Mathematics","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":[0.00008540742,0.0001493074,0.0002726439,0.0001259403,0.00001930994,0.00001091115,0.00007479878,0.0002776917,0.00008716378],"category_scores_gemma":[0.0001054025,0.0001246469,0.00003876464,0.00016994,0.00001063876,0.00008501046,0.00001698961,0.0001050083,0.000007678951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005439982,"about_ca_system_score_gemma":0.000232607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001491333,"about_ca_topic_score_gemma":0.0005259961,"domain_scores_codex":[0.9990808,0.00000765094,0.0004080097,0.0001201593,0.0002901627,0.00009323065],"domain_scores_gemma":[0.9993025,0.00002775962,0.000112978,0.0001576466,0.0003636036,0.0000354801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009542136,0.00001972479,0.01588872,0.01825342,0.0002171025,0.00002168247,0.001213542,0.06424776,0.0006912327,0.00001862537,0.8962605,0.003158125],"study_design_scores_gemma":[0.001385171,0.0005162697,0.008384802,0.006992075,0.0004060237,0.0004479464,0.0001547622,0.05420731,0.5814678,0.0003167763,0.3425333,0.003187737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08591633,0.006567746,0.0859428,0.00009808777,0.006623869,0.001673425,0.00004102453,0.001621281,0.8115155],"genre_scores_gemma":[0.9671461,0.007878056,0.003249644,0.00002136458,0.0006990511,0.00005893263,0.0003543212,0.00009990986,0.02049263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8812298,"threshold_uncertainty_score":0.5082952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256750059894524,"score_gpt":0.215653932170094,"score_spread":0.1930864315711487,"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."}}