{"id":"W4389325212","doi":"10.5194/egusphere-2023-2534","title":"Analysis of a newly homogenised ozonesonde dataset from Lauder, New Zealand","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Water and Atmospheric Research","keywords":"Ozone; Ozone layer; Stratosphere; Environmental science; Atmospheric sciences; Tropospheric ozone; Troposphere; Climatology; Montreal Protocol; Tropopause; Greenhouse gas; Ozone depletion; Meteorology; Geography; Oceanography","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":[0.0006278998,0.000831867,0.0007321516,0.001951038,0.0005195875,0.000782199,0.0009372722,0.0005000996,0.001308572],"category_scores_gemma":[0.001514745,0.0003746797,0.0007498522,0.002919541,0.0003385817,0.0006459158,0.001081183,0.0005441142,0.0005669186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002676644,"about_ca_system_score_gemma":0.001990148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7476335,"about_ca_topic_score_gemma":0.7884594,"domain_scores_codex":[0.9994636,0.00003890339,0.00004692788,0.0001830047,0.0001644879,0.0001029428],"domain_scores_gemma":[0.9991148,0.00007026512,0.0001647634,0.0001636326,0.0003928725,0.00009367713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001237633,0.0005780366,0.8139599,0.0012085,0.001995381,0.002500541,0.001642278,0.02218053,0.03435547,0.0005618143,0.04201808,0.07776182],"study_design_scores_gemma":[0.00007926242,0.00003526337,0.9826999,0.00003141514,0.0000795347,0.00009103137,0.0003717985,0.004628999,0.0007475718,0.00003564507,0.01117119,0.00002850376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8991069,0.0005775287,0.001199445,0.0002037063,0.00004314907,0.0001915975,0.09663922,0.0002280939,0.001810266],"genre_scores_gemma":[0.6598625,0.0006808629,0.003989022,0.0001041255,0.00003685452,0.0002826902,0.3317116,0.0001061907,0.00322608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7476335,"threshold_uncertainty_score":0.5077055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498896268744063,"score_gpt":0.2582799978464199,"score_spread":0.2232910351589793,"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."}}