{"id":"W4238675230","doi":"10.1002/essoar.10508107.1","title":"Trends in Downwelling Longwave Radiance over the Southern Great Plains","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Longwave; Downwelling; Radiance; World Wide Web; Computer science; Remote sensing; Geology; Physics","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":[0.0002171853,0.0001962223,0.0001733072,0.0006664117,0.0001699832,0.0005294679,0.0001371307,0.0002223038,0.0006860208],"category_scores_gemma":[0.000486991,0.0001069927,0.0002192559,0.001045885,0.0001876941,0.0003033237,0.0002735145,0.0001821593,0.000166573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002624905,"about_ca_system_score_gemma":0.000180957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02069503,"about_ca_topic_score_gemma":0.02387596,"domain_scores_codex":[0.9999038,0.00001195087,0.000007355014,0.00003532296,0.00002635339,0.00001516609],"domain_scores_gemma":[0.9996154,0.00005613197,0.0001406373,0.00003809491,0.0001110545,0.00003867372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007048045,0.0000608027,0.9660365,0.00004638878,0.0001833771,0.0002790407,0.00061466,0.001662058,0.01729026,0.0001270027,0.0006175134,0.01301191],"study_design_scores_gemma":[0.000001208204,0.000003649542,0.9989817,0.000001142137,0.000005495524,0.00001306913,0.00003991296,0.0004381017,0.0002021245,0.000008135565,0.0003035601,0.000001869045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998614,0.00006068242,0.0001286746,0.00003638427,0.000002165836,0.000003013494,0.000714829,0.00001920982,0.0004210436],"genre_scores_gemma":[0.996991,0.0001033568,0.0004324524,0.00001984822,0.000009980863,0.000008288729,0.002035529,0.00001117303,0.0003884127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02069503,"threshold_uncertainty_score":0.04114914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931834293380569,"score_gpt":0.219592245682918,"score_spread":0.2002739027491123,"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."}}