{"id":"W4240422887","doi":"10.5194/acpd-7-12327-2007","title":"On the attribution of stratospheric ozone and temperature changes to changes in ozone-depleting substances and well-mixed greenhouse gases","year":2007,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Foundation for Climate and Atmospheric Sciences","keywords":"Ozone; Stratosphere; Ozone layer; Atmospheric sciences; Greenhouse gas; Ozone depletion; Environmental science; Climatology; Chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097657,0.0003971222,0.0002859437,0.0003801849,0.0004196921,0.0008880905,0.0005609609,0.0008715579,0.001195222],"category_scores_gemma":[0.003614874,0.0003268478,0.0006816955,0.0004648633,0.0006911962,0.0009603127,0.0007473521,0.0005569041,0.0001191151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755675,"about_ca_system_score_gemma":0.00111721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0373754,"about_ca_topic_score_gemma":0.01779703,"domain_scores_codex":[0.9997293,0.0001293134,0.00001376712,0.00005289866,0.00003129682,0.00004325825],"domain_scores_gemma":[0.998463,0.0008534919,0.0002679072,0.00009298536,0.0001752587,0.0001473568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001505162,0.0000550265,0.04458386,0.000034927,0.0001278783,0.00009820973,0.00005030894,0.9465027,0.002914381,0.00328168,0.0002632516,0.001937303],"study_design_scores_gemma":[0.00005274174,0.00005154558,0.02526495,0.000006660212,0.0000358269,0.00001394622,0.00005975687,0.9706791,0.001099718,0.002459995,0.0002512583,0.00002443795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914398,0.000110624,0.005398732,0.0004172567,0.00006086265,0.00002043305,0.0003431287,0.00004487136,0.002164237],"genre_scores_gemma":[0.9990246,0.00005178513,0.0006972835,0.00002646215,0.000006203382,0.000005319506,0.00006186813,0.000007852474,0.0001186222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0373754,"threshold_uncertainty_score":0.07431567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013480907924988,"score_gpt":0.231163370722972,"score_spread":0.2110285616437221,"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."}}