{"id":"W2001083411","doi":"10.1080/10916460500528979","title":"The Vapor Extraction Process: Review","year":2007,"lang":"en","type":"article","venue":"Petroleum Science and Technology","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Soil vapor extraction; Process (computing); Extraction (chemistry); Petroleum engineering; Environmental science; Petroleum; Solvent extraction; Process engineering; Viscosity; Resource (disambiguation); Petroleum industry; Waste management; Engineering; Computer science; Chemistry; Materials science; Environmental engineering; Chromatography; Contamination; Organic chemistry; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001497993,0.0001063217,0.0001468418,0.0002092069,0.0008657338,0.00007369418,0.0005010793,0.00008678099,0.00002908252],"category_scores_gemma":[0.0006875945,0.00006955789,0.00002570797,0.001397689,0.001123332,0.0001864837,0.00006496583,0.0002724147,0.00001449124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005460064,"about_ca_system_score_gemma":0.0001490757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006162631,"about_ca_topic_score_gemma":0.00001893849,"domain_scores_codex":[0.998583,0.000002713136,0.0002266491,0.0003470424,0.0004001952,0.0004403578],"domain_scores_gemma":[0.9991593,0.00005434083,0.0001431078,0.0003194771,0.0002524205,0.00007137236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008656984,0.0000430568,0.00478181,0.0002988045,0.00001486901,0.00001615513,0.00001969744,8.164632e-7,0.2210363,0.001664294,0.0002036996,0.7719119],"study_design_scores_gemma":[0.0006568267,0.0001114644,0.0008192635,0.001396971,0.0002125028,0.0008352365,0.00319006,0.002168877,0.3181602,0.006805701,0.6648417,0.0008011819],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7901455,0.06773659,0.000650471,0.02044383,0.0001380756,0.00002140739,0.000002160781,0.0006582814,0.1202037],"genre_scores_gemma":[0.9916804,0.005315385,0.00007337622,0.0001770406,0.00004235673,0.00001470669,7.021622e-7,0.000005882563,0.002690079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7711107,"threshold_uncertainty_score":0.6658611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007635618662462252,"score_gpt":0.2923697482984056,"score_spread":0.2847341296359433,"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."}}