{"id":"W2289605592","doi":"10.26021/7543","title":"The Chemical Sensitivity of Stratospheric Ozone to N₂O and CH₄ through the 21st century","year":2012,"lang":"en","type":"article","venue":"University of Canterbury Research Repository (University of Canterbury)","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ozone layer; Ozone; Atmospheric sciences; Environmental science; Sensitivity (control systems); Ozone depletion; Atmospheric chemistry; Stratosphere; Meteorology; Astrobiology; Climatology; Geology; Geography; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.001094538,0.0001609852,0.0003401366,0.00003157248,0.0008555081,0.00002364087,0.0006318551,0.0001113967,0.0001682993],"category_scores_gemma":[0.00005529435,0.0001354473,0.0001323152,0.0006015261,0.001725425,0.0004746921,0.0002532188,0.0003534152,0.00001036426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003615001,"about_ca_system_score_gemma":0.0001992026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02967332,"about_ca_topic_score_gemma":0.002876786,"domain_scores_codex":[0.9976488,0.0005642453,0.0001980619,0.00028136,0.00072247,0.0005850646],"domain_scores_gemma":[0.9981065,0.0005970893,0.0002156249,0.0004603903,0.0003514614,0.0002689307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008871463,0.0008953245,0.6950831,0.001081003,0.001726868,0.0008860896,0.06667469,0.0006548486,0.1159618,0.006005399,0.01985393,0.08230552],"study_design_scores_gemma":[0.002298035,0.001523048,0.4040076,0.0005414383,0.0003701524,0.0002995624,0.4024068,0.004711998,0.01077123,0.0001230249,0.1719756,0.0009715382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804097,0.001507745,0.0002935892,0.0005792687,0.0001595368,0.0002823285,0.00006887763,0.00001766202,0.01668123],"genre_scores_gemma":[0.9965608,0.001554232,0.0006063391,0.00001864697,0.00004845137,2.449923e-8,0.000005991307,0.000004951598,0.001200551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3357321,"threshold_uncertainty_score":0.9767882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878797983351925,"score_gpt":0.2233609597004412,"score_spread":0.204572979866922,"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."}}