{"id":"W2011594961","doi":"10.1016/j.atmosenv.2004.01.047","title":"Interlaboratory study of toxaphene analysis in ambient air","year":2004,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Toxaphene; Environmental chemistry; Congener; Environmental science; Chemistry; Toxicology; Chromatography; Pesticide; Biology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002510162,0.0002156841,0.0003567895,0.00001249468,0.00003769488,0.00000573913,0.0003341543,0.00005861546,0.003898254],"category_scores_gemma":[0.00001532499,0.0002010442,0.00008488136,0.001122337,0.0001528459,0.0001454874,0.0002709409,0.0001311359,0.0003225479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001107958,"about_ca_system_score_gemma":0.0000135175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276844,"about_ca_topic_score_gemma":0.001183318,"domain_scores_codex":[0.9980819,0.00007943886,0.0004800805,0.0004653528,0.0005389487,0.0003542815],"domain_scores_gemma":[0.9990214,0.00001853513,0.0001650902,0.0006563469,5.034262e-7,0.0001381717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003584725,0.003435727,0.7065379,0.000001923633,0.0002567424,0.00005724211,0.004933908,0.2632633,0.01163086,0.00000417669,0.00002000277,0.009822351],"study_design_scores_gemma":[0.001194783,0.0005191345,0.9937496,0.000004405594,0.000140901,0.000001312733,0.001654965,0.0002137553,0.002060902,0.00005443824,0.0001998796,0.0002059436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979833,0.00005153478,0.0009333726,0.00009075591,0.00005141865,0.0003563897,0.000007593248,0.00002293108,0.0005026523],"genre_scores_gemma":[0.9971086,0.00002184141,0.00257663,0.0001318373,0.000008317487,0.00001603474,5.989559e-7,0.00002162951,0.0001145154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2872117,"threshold_uncertainty_score":0.9970123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004654826961724284,"score_gpt":0.2055437564303335,"score_spread":0.2008889294686092,"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."}}