{"id":"W3092817443","doi":"10.5194/acp-20-11799-2020","title":"Possible mechanisms of summer cirrus clouds over the Tibetan Plateau","year":2020,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China","keywords":"Cirrus; Plateau (mathematics); Orographic lift; Atmospheric sciences; Lidar; Climatology; Environmental science; Geology; Meteorology; Geography; Remote sensing; Precipitation","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006833862,0.000173896,0.0001866419,3.058303e-9,0.000125224,0.00002006948,0.0002431247,0.00007259372,0.005440321],"category_scores_gemma":[0.000007778601,0.0001278126,0.00007577935,0.0002291325,0.0002341311,0.00007718533,0.0001578946,0.0001526187,0.00005296695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002182828,"about_ca_system_score_gemma":0.0000123078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001212653,"about_ca_topic_score_gemma":9.221475e-7,"domain_scores_codex":[0.99909,0.00001632748,0.0001748291,0.0002794846,0.000225864,0.0002135668],"domain_scores_gemma":[0.9994956,0.00003764275,0.00009829263,0.0002348893,0.000006214516,0.0001273845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002288068,0.0004326104,0.1215432,0.0003116253,0.0002791849,0.00002917157,0.004963968,0.007436579,0.5374056,0.003468609,0.01404462,0.3098561],"study_design_scores_gemma":[0.003571778,0.0005949364,0.1318652,0.00009184779,0.0004817761,0.00003949339,0.002464935,0.2475445,0.5028448,0.05066229,0.0572316,0.002606875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702507,0.0000632489,0.00838056,0.0002566262,0.00002977084,0.00008810963,0.00000692438,0.00002898414,0.02089512],"genre_scores_gemma":[0.9934068,0.00004034066,0.004148198,0.0007071306,0.0001089397,0.000006121551,0.000004534687,0.00001849982,0.001559439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3072492,"threshold_uncertainty_score":0.9954689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009417231466431029,"score_gpt":0.2066111654652249,"score_spread":0.1971939339987938,"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."}}