{"id":"W6944426088","doi":"10.17616/r37s5s","title":"National Air Pollution Surveillance","year":2014,"lang":"en","type":"other","venue":"Registry of Research Repositories","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Air pollution; National standard; Air quality index; Pollution; Contamination; TRACE (psycholinguistics)","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":[0.002366682,0.000642503,0.0006230022,0.00393143,0.002057557,0.001454716,0.002222202,0.0005998528,0.02635033],"category_scores_gemma":[0.004408698,0.0003148931,0.0005308968,0.005940312,0.0002208195,0.0007190148,0.001650061,0.0008308697,0.007074084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008884945,"about_ca_system_score_gemma":0.03300212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7828925,"about_ca_topic_score_gemma":0.7693773,"domain_scores_codex":[0.9971616,0.0002444447,0.0002599849,0.0003902463,0.00141468,0.0005290622],"domain_scores_gemma":[0.9919624,0.0001825305,0.0003597845,0.0003821531,0.006434515,0.000678582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002896777,0.0001699955,0.09773748,0.0007286433,0.00008946121,0.0001824573,0.0003466036,0.0005708493,0.0008710092,0.003730013,0.7862076,0.1090761],"study_design_scores_gemma":[0.00006850402,0.00006528165,0.2285751,0.0006459703,0.00006496236,0.0002176094,0.000638356,0.0007353633,0.001023095,0.0004521412,0.7674649,0.00004868352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.022913,0.00131911,0.002856025,0.001718016,0.0003287808,0.002919648,0.7254152,0.001189429,0.2413407],"genre_scores_gemma":[0.07975417,0.004919026,0.009714736,0.002485359,0.0001665855,0.00328644,0.7792919,0.0003002261,0.1200815],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7828925,"threshold_uncertainty_score":0.4367722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461207486757506,"score_gpt":0.3306849519306548,"score_spread":0.3060728770630797,"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."}}