{"id":"W3123217357","doi":"","title":"Controls on surface ozone pollution in the small urban centre of Halifax, Nova Scotia","year":2020,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Environmental science; Pollution; Meteorology; Geography; Oceanography; Geology; Engineering","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":[0.0002333614,0.0002677255,0.0002564682,0.0004697969,0.001372903,0.0008261927,0.0004843613,0.0002658587,0.001346671],"category_scores_gemma":[0.0006774466,0.0001516804,0.0002006453,0.0004361552,0.0006463305,0.0001277277,0.0005766395,0.0002897523,0.0001461502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01216493,"about_ca_system_score_gemma":0.01012055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742885,"about_ca_topic_score_gemma":0.9884651,"domain_scores_codex":[0.9997284,0.0000573962,0.00001239487,0.00002989056,0.00005041592,0.0001215151],"domain_scores_gemma":[0.9992875,0.00009294629,0.00009025812,0.00001835143,0.0002946464,0.0002162462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002180046,0.0001720214,0.9459101,0.0001721754,0.0001841761,0.002666609,0.002243746,0.007181894,0.02046839,0.0008766899,0.006195991,0.01174818],"study_design_scores_gemma":[0.00002967168,0.00005481807,0.9964485,0.00001022544,0.00001164217,0.00004000483,0.001112589,0.0007450338,0.000354637,0.0000201052,0.00116437,0.000008522386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959897,0.0001032253,0.00004743489,0.0002710181,0.00001115433,0.00003212554,0.0006798413,0.00000941253,0.002856062],"genre_scores_gemma":[0.996452,0.0000743124,0.00008361776,0.00008424932,0.000003354044,0.00002296427,0.0002135892,0.000003011811,0.003062863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02571154,"threshold_uncertainty_score":0.08826321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02081600639057047,"score_gpt":0.2172818235955515,"score_spread":0.1964658172049811,"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."}}