{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157634,0.0001507973,0.0002835463,0.0002268015,0.0001417,0.00005411965,0.0003517992,0.0003284968,0.0004433364],"category_scores_gemma":[0.0007508801,0.0001315456,0.00006530752,0.0002617005,0.0006225973,0.00005157471,0.00008663285,0.0002720438,0.00009733855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101712,"about_ca_system_score_gemma":0.0003161724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009471104,"about_ca_topic_score_gemma":0.0002126184,"domain_scores_codex":[0.9972581,0.0002786881,0.0002401719,0.0003804623,0.001553459,0.0002891551],"domain_scores_gemma":[0.9984742,0.0001284463,0.0002845922,0.0005136312,0.0005318744,0.0000672692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003665488,0.00001229898,0.0002053192,0.0003396609,0.00001657534,0.000004335503,0.00001975966,0.00001308484,0.03085787,0.004760003,0.9636576,0.00007686373],"study_design_scores_gemma":[0.0001251384,0.00008702768,0.001034988,0.0002285917,0.000003588613,0.00002828221,0.00002824021,0.000003391603,0.04105064,0.0009884111,0.9562734,0.0001482902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001314974,0.001519623,0.0004579624,0.0004088334,0.00327146,0.0002335357,0.0001454036,0.0002159632,0.9924322],"genre_scores_gemma":[0.2789659,0.0000801592,0.0007308678,0.00001352829,0.004730453,0.00001975366,0.00005322065,0.0001217665,0.7152843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2776509,"threshold_uncertainty_score":0.5364274,"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."}}