{"id":"W4399706358","doi":"10.58532/v3baso21p2ch5","title":"OZONE LAYER DEPLETION AND ITS EFFECTS-2023","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ozone layer; Ozone depletion; Ozone; Environmental science; Atmosphere (unit); Nitrous oxide; Montreal Protocol; Human health; Atmospheric sciences; Layer (electronics); Environmental chemistry; Astrobiology; Chemistry; Meteorology; Geology; Environmental health; Geography","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":[0.0001586684,0.0004079026,0.00024121,0.0006188712,0.0003502325,0.001132605,0.0003104053,0.0007626666,0.01935128],"category_scores_gemma":[0.0002033669,0.0001357986,0.0002639319,0.0009277408,0.0003488842,0.0009861342,0.0006770887,0.001312941,0.007806898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009434192,"about_ca_system_score_gemma":0.0007820387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003381154,"about_ca_topic_score_gemma":0.009192621,"domain_scores_codex":[0.9999232,0.00001216729,0.000003602169,0.00001264251,0.00004225739,0.00000607316],"domain_scores_gemma":[0.999946,0.00002142626,0.000005097241,0.000003127315,0.00001667118,0.000007606965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004174446,0.00005318093,0.0002750129,0.001580909,0.000013554,0.0001690635,0.0003157283,0.0003911551,0.001646732,0.05643793,0.6366789,0.3023962],"study_design_scores_gemma":[0.000001314237,0.00001565908,0.0005221452,0.0003866547,0.000003449424,0.0001698547,0.00004166161,0.00003848669,0.0001472304,0.004733442,0.9939374,0.000002619193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001300872,0.6406298,0.0009644972,0.008158488,0.009090418,0.00003540333,0.0004206859,0.0001028034,0.339297],"genre_scores_gemma":[0.01256385,0.4557566,0.001419057,0.007332156,0.004263876,0.00004363071,0.0005652245,0.00008722983,0.5179685],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01935128,"threshold_uncertainty_score":0.06473649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197537841372448,"score_gpt":0.2130322879034282,"score_spread":0.1910569094897037,"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."}}