{"id":"W7100925027","doi":"","title":"Atmospheric Chemistry and Physics Quantitative assessment of upstream source influences on total","year":2011,"lang":"en","type":"article","venue":"","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lagrangian; Stack (abstract data type); CMAQ; Atmospheric chemistry; Deposition (geology); Upstream (networking); Quantitative assessment; Mercury (programming language)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"grok","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"opus","categories":["insufficient_payload"],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001656793,0.0002728868,0.0001213163,0.0002246343,0.0003821214,0.0003494324,0.0002346122,0.0002191865,0.00127153],"category_scores_gemma":[0.0004238967,0.000226664,0.0003391485,0.0002499471,0.0001702655,0.0002316948,0.0001851283,0.0001742178,0.0001022747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002716832,"about_ca_system_score_gemma":0.00167625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4666391,"about_ca_topic_score_gemma":0.4887529,"domain_scores_codex":[0.9999169,0.00001097318,0.000002902948,0.00001786182,0.00003909163,0.00001231874],"domain_scores_gemma":[0.9998246,0.00005095395,0.00001909789,0.00001131596,0.00007663902,0.00001748918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005880444,0.0001481812,0.4942808,0.0001291286,0.0001801529,0.0003369112,0.0001714283,0.4167904,0.06478997,0.001680648,0.001137186,0.01976711],"study_design_scores_gemma":[0.0001177036,0.0001240718,0.5838179,0.000006860026,0.00007942064,0.00002690205,0.0000954159,0.4031629,0.01101793,0.0003634244,0.001165941,0.00002147498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950364,0.00003469222,0.001156207,0.00005022403,0.000003275583,0.00001249908,0.0007104716,0.00006563529,0.0029305],"genre_scores_gemma":[0.9986719,0.00002495553,0.0003681633,0.000003498932,0.000001558121,0.000004195825,0.0003765179,0.000006279827,0.0005430349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4666391,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3911070271078063,"score_gpt":0.5466702820751865,"score_spread":0.1555632549673803,"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."}}