{"id":"W6954854963","doi":"10.57757/iugg23-0593","title":"Stratospheric ozone recovery at Belsk (51.8N, 20.8E), Poland, from the Dobson spectrophotometer observations in the period 1963-2022","year":2023,"lang":"en","type":"article","venue":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ozone; Stratosphere; Montreal Protocol; Ozone layer; Ozone depletion; Forcing (mathematics); Period (music)","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":[0.0002618286,0.0002240879,0.0001660567,0.000819738,0.000233784,0.0005006839,0.0001866791,0.0002349787,0.0005936222],"category_scores_gemma":[0.0002764506,0.0002176722,0.000328346,0.0009076897,0.0001494704,0.0003228256,0.000413445,0.0002517161,0.0003081197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638689,"about_ca_system_score_gemma":0.001260913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.18328,"about_ca_topic_score_gemma":0.2611821,"domain_scores_codex":[0.999904,0.000005863611,0.0000103581,0.00003073657,0.00002100647,0.00002803688],"domain_scores_gemma":[0.9998642,0.000006939922,0.00004815551,0.000008524031,0.00004723969,0.00002492497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005090668,0.00006070837,0.9695669,0.0002501577,0.0003208301,0.0004207314,0.0006532389,0.002356064,0.00770396,0.0004209432,0.004188145,0.01354926],"study_design_scores_gemma":[0.000005630444,0.000009482877,0.9975693,0.000009931299,0.00002015361,0.00003030815,0.0000772264,0.0001359119,0.0002767515,0.000009880342,0.001852479,0.00000291198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886331,0.0004944419,0.0001337805,0.00008906283,0.00001569531,0.000009394291,0.009415568,0.0000184619,0.001190508],"genre_scores_gemma":[0.9838402,0.000424299,0.0002509373,0.00003457331,0.000007283145,0.00001142452,0.01408126,0.000009159887,0.001340942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.18328,"threshold_uncertainty_score":0.3644265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05788657056025135,"score_gpt":0.308461058352209,"score_spread":0.2505744877919577,"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."}}