{"id":"W4210387102","doi":"10.1002/essoar.10510351.1","title":"Climate Sensitivity to Volcanic Aerosol Forcing","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Forcing (mathematics); Volcano; Planck; Meteorology; Physics; Atmospheric sciences; Geology; Astronomy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000910819,0.0003947857,0.000462349,0.000405961,0.0003156,0.0008548289,0.0004221391,0.0009619005,0.002461645],"category_scores_gemma":[0.004448962,0.0002548927,0.0006527948,0.0006252478,0.0004243244,0.0006779288,0.0007805185,0.0006386924,0.0001915761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005385094,"about_ca_system_score_gemma":0.0002774764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007360451,"about_ca_topic_score_gemma":0.002333023,"domain_scores_codex":[0.9996216,0.0001587416,0.00001892325,0.00008603833,0.00003616089,0.00007848296],"domain_scores_gemma":[0.9981018,0.001246104,0.0001393339,0.0002471925,0.0001571713,0.0001084903],"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":[0.0002375361,0.00008000961,0.04869857,0.0001998375,0.0002574833,0.0003821026,0.0001240989,0.9209649,0.01530333,0.006149,0.001691565,0.005911597],"study_design_scores_gemma":[0.0001241025,0.0001829739,0.1490412,0.00004782944,0.0001259912,0.0002621161,0.0002259153,0.8247402,0.009069931,0.01259777,0.003473625,0.0001084204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858814,0.0005317855,0.002817377,0.0007072623,0.0000799511,0.00001513926,0.001244332,0.0002293869,0.008493367],"genre_scores_gemma":[0.9991038,0.0001056761,0.0002838229,0.00004480237,0.00001067596,0.000004651377,0.0002229728,0.00002939394,0.0001940955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007360451,"threshold_uncertainty_score":0.01463521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193757407071093,"score_gpt":0.2496751258526319,"score_spread":0.227737551781921,"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."}}