{"id":"W4321371346","doi":"10.22541/essoar.167690073.34678721/v1","title":"Arctic Tropospheric Ozone Trends","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada; Environment and Climate Change Canada","funders":"Eurostars; Langley Research Center","keywords":"Environmental science; Arctic; Troposphere; Tropospheric ozone; Ozone; Climatology; Atmospheric sciences; The arctic; Meteorology; Geography; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003229832,0.0002726936,0.0001774495,0.0006633492,0.0003383731,0.000753839,0.0001613471,0.0001940982,0.001912261],"category_scores_gemma":[0.0006526389,0.0001063198,0.0004459135,0.001153391,0.00004714136,0.0002855449,0.0003365153,0.000187798,0.0004640885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007017306,"about_ca_system_score_gemma":0.000574374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08741882,"about_ca_topic_score_gemma":0.09334855,"domain_scores_codex":[0.9998338,0.00002186174,0.00001168181,0.00006061545,0.00004972007,0.00002228196],"domain_scores_gemma":[0.9998197,0.00002550713,0.00003624596,0.00002012307,0.00008370193,0.00001478456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00031791,0.00007859794,0.7158597,0.0006010487,0.0008035614,0.0002126397,0.0006909512,0.1550446,0.008802998,0.005278377,0.02400794,0.08830182],"study_design_scores_gemma":[0.00003569015,0.00009267162,0.8587506,0.0001554481,0.0002835435,0.0001187548,0.0004072231,0.06251501,0.006372371,0.001646135,0.06957987,0.0000427564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8393068,0.002150596,0.006335948,0.0003248313,0.0001539069,0.00003154624,0.1208195,0.0007097093,0.0301671],"genre_scores_gemma":[0.9538859,0.001304586,0.003770255,0.00005357206,0.00003041629,0.00003314971,0.03677647,0.00009358588,0.004052144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08741882,"threshold_uncertainty_score":0.17382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061594541959067,"score_gpt":0.2370901685331305,"score_spread":0.2064742231135399,"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."}}