{"id":"W6990952033","doi":"","title":"Environmental effects of stratospheric ozone depletion, UV radiation, and interactions with climate change: 2022 assessment report","year":2023,"lang":"en","type":"report","venue":"Insight (University of Cumbria)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Ozone layer; Global warming; Biodiversity; Ozone depletion; Tropospheric ozone; Climate change","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005867402,0.0004560744,0.001013742,0.0005155324,0.0003062501,0.00002808973,0.0002783273,0.0002940063,0.0002979902],"category_scores_gemma":[0.00007534485,0.0005675309,0.000188765,0.0008795398,0.0004329868,0.0007242442,0.0003499743,0.0005409571,0.00007900955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009798093,"about_ca_system_score_gemma":0.0006805943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002108976,"about_ca_topic_score_gemma":0.001583561,"domain_scores_codex":[0.9965126,0.0002059798,0.000524534,0.0008139814,0.001567587,0.0003753217],"domain_scores_gemma":[0.9961975,0.000205576,0.002274493,0.0007599448,0.0003637483,0.0001987558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001818363,0.005241332,0.722517,0.01567341,0.01296802,0.03189844,0.01136252,0.0003160622,0.04557905,0.000891541,0.1131364,0.03859791],"study_design_scores_gemma":[0.002127637,0.000594979,0.9311069,0.001119747,0.001775426,0.000969064,0.001747852,0.0002384634,0.0002157667,0.00002660946,0.05927009,0.0008074151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700812,0.002446362,0.001047951,0.0001988227,0.002286031,0.003171934,0.001848806,0.0004311956,0.01848771],"genre_scores_gemma":[0.9790921,0.01301908,0.001424874,0.000009794131,0.0002896399,0.00001910177,0.002457373,0.0002582552,0.00342983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.20859,"threshold_uncertainty_score":0.9996776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03116516398674674,"score_gpt":0.2729436013143132,"score_spread":0.2417784373275665,"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."}}