{"id":"W2301868835","doi":"","title":"Residual Status and Air-Soil Exchange Fluxes of Persistent Organic Pollutants in the Environment of Punjab Province, Pakistan","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollutant; Environmental chemistry; Environmental science; Polybrominated diphenyl ethers; Soil water; Contamination; Sediment; Population; Soil test; Persistent organic pollutant; Hydrology (agriculture); Chemistry; Ecology; Soil science; Geology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002016201,0.0003238669,0.0002111158,0.0006261935,0.001126996,0.0009000238,0.0002618613,0.0002953714,0.0006345442],"category_scores_gemma":[0.0002824073,0.0003352005,0.0001782167,0.00110563,0.0005083416,0.0004464664,0.0004436135,0.0002813074,0.0001219118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004535373,"about_ca_system_score_gemma":0.0009876428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06060152,"about_ca_topic_score_gemma":0.07170996,"domain_scores_codex":[0.9997599,0.00003235157,0.00001739862,0.00009427247,0.00004828684,0.00004789375],"domain_scores_gemma":[0.9997025,0.00004966341,0.0001050426,0.00001583679,0.00009008229,0.00003690389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001028137,0.00008390179,0.9780718,0.0001069541,0.00005719477,0.0006424751,0.001105889,0.0004424612,0.01003079,0.00006184424,0.0002001357,0.009093741],"study_design_scores_gemma":[0.000004632056,0.00006323357,0.9978824,0.00000776388,0.00001133916,0.0001772645,0.0009970199,0.000140304,0.0003535787,0.00001523327,0.0003411278,0.000006027954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999077,0.00008546135,0.00007484024,0.0000229812,0.00000323896,0.000006940908,0.0003856425,0.000002264557,0.0003417287],"genre_scores_gemma":[0.999,0.0001939465,0.0002106834,0.00002194882,0.00000439783,0.00001041793,0.0003233181,0.000001082136,0.0002342331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06060152,"threshold_uncertainty_score":0.1204976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007209481710011617,"score_gpt":0.2269979678062375,"score_spread":0.2197884860962259,"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."}}