{"id":"W3043886102","doi":"","title":"The Canadian Arctic Atmospheric Chemistry Experiment Validation Project: Recent results and overview","year":2010,"lang":"en","type":"article","venue":"EGUGA","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Atmospheric chemistry; Environmental science; Arctic; Climatology; Meteorology; Oceanography; Geography; Geology; Ozone","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002441824,0.0001075231,0.00007710877,4.310736e-7,0.0004874742,0.0001511643,0.0001501814,0.00007468517,0.001233366],"category_scores_gemma":[0.000131747,0.00007451814,0.00002103963,0.0001298927,0.0001026159,0.00007299908,0.000009543905,0.0001926742,0.00003735521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001556615,"about_ca_system_score_gemma":0.000255172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08397425,"about_ca_topic_score_gemma":0.1569255,"domain_scores_codex":[0.9991958,0.00001782061,0.0001567638,0.0002175952,0.0001520351,0.0002599948],"domain_scores_gemma":[0.9994174,0.00007282702,0.00006252819,0.000236162,0.00003847128,0.0001726684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003171163,0.00009570475,0.2875293,0.0003061545,0.0001406305,0.00008970117,0.003457085,0.0003628456,0.02838351,0.0003170542,0.0287001,0.6503008],"study_design_scores_gemma":[0.000539268,0.00004372236,0.07905486,0.00003404768,0.00001675662,0.00006364844,0.0004301712,0.0007273235,0.02533723,0.000356231,0.8930213,0.000375385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553099,0.00167195,0.0000010895,0.002234653,0.0004151815,0.0002282722,0.0000341963,0.00003291176,0.0400719],"genre_scores_gemma":[0.9962638,0.0004529276,0.000851289,0.0001237021,0.0001886561,0.000004788685,0.00008951559,0.000003233843,0.002022088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8643212,"threshold_uncertainty_score":0.9996796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898748667287814,"score_gpt":0.2390079883693915,"score_spread":0.2200205016965134,"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."}}