{"id":"W7065450006","doi":"","title":"The effect of nonlinearity in CO<sub>2</sub> heating rates on the attribution of stratospheric ozone and temperature changes","year":2009,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stratosphere; Forcing (mathematics); Radiative forcing; Nonlinear system; Ozone layer; Atmospheric model; Atmosphere (unit); Radiative transfer","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":[0.00398415,0.0006150242,0.0003761582,0.0005776184,0.000500416,0.0009985822,0.0007224481,0.0006936147,0.001428519],"category_scores_gemma":[0.01287208,0.0003075583,0.00104563,0.000778481,0.0006709619,0.001059224,0.001143047,0.001106204,0.0003092537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142494,"about_ca_system_score_gemma":0.000803678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03295343,"about_ca_topic_score_gemma":0.02147476,"domain_scores_codex":[0.9987932,0.0005825011,0.00006796163,0.0002185421,0.0002050534,0.0001326388],"domain_scores_gemma":[0.9823564,0.01356361,0.001532978,0.001327404,0.0009029272,0.0003167011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001155018,0.00008349554,0.7460635,0.0001543079,0.0006069441,0.000555942,0.0003309409,0.2168126,0.01354208,0.002223512,0.0007282868,0.01774346],"study_design_scores_gemma":[0.00001868851,0.0001253314,0.6270218,0.00003198774,0.0001840495,0.0001592828,0.0003621628,0.3591287,0.009551904,0.00220677,0.00113892,0.00007044633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908353,0.0003072757,0.005853682,0.0005154343,0.00003315345,0.00001605372,0.0005508208,0.0001075609,0.001780662],"genre_scores_gemma":[0.9983065,0.000060104,0.001051819,0.00003662183,0.00001020052,0.000006774474,0.0001841747,0.00003262585,0.0003111265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03295343,"threshold_uncertainty_score":0.06552327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06829896355608256,"score_gpt":0.4612739507036836,"score_spread":0.392974987147601,"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."}}