{"id":"W3092937429","doi":"10.5194/egusphere-egu2020-6303","title":"Seventeen Years of the Canadian Arctic ACE/OSIRIS Validation Project at PEARL","year":2020,"lang":"en","type":"article","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Toronto","funders":"","keywords":"Environmental science; Trace gas; Arctic; Satellite; Stratosphere; Meteorology; Troposphere; Osiris; Atmospheric sciences; Atmospheric chemistry; Climatology; Geography; Ozone; Oceanography; Physics; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01338193,0.00106381,0.0005942596,0.001643058,0.004405171,0.001967647,0.002004597,0.0005542191,0.004140608],"category_scores_gemma":[0.007504441,0.0004395791,0.0005665187,0.002684853,0.001213778,0.0008257066,0.001837189,0.001223872,0.001911966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0123446,"about_ca_system_score_gemma":0.05067077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9269765,"about_ca_topic_score_gemma":0.9529256,"domain_scores_codex":[0.9935141,0.0007038188,0.0001305663,0.0006397364,0.004468093,0.0005437752],"domain_scores_gemma":[0.9793923,0.0004677773,0.0004997106,0.001156476,0.01706482,0.001418917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001172791,0.0009681592,0.1004282,0.0005533207,0.000705162,0.0005796539,0.001828087,0.02444422,0.03073252,0.0107914,0.4062888,0.4215077],"study_design_scores_gemma":[0.0002929907,0.0002445872,0.2693535,0.0003139819,0.0001603308,0.0001447498,0.001133982,0.02358358,0.02617899,0.001139594,0.6772292,0.0002246141],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3522519,0.007385346,0.1313379,0.01010934,0.004060097,0.005199837,0.1761307,0.006021869,0.307503],"genre_scores_gemma":[0.4632132,0.003302461,0.1604117,0.00387035,0.0004126853,0.001605366,0.228217,0.002696634,0.1362706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0730235,"threshold_uncertainty_score":0.146907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025131255249668,"score_gpt":0.2130016075347898,"score_spread":0.1878703522851218,"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."}}