{"id":"W2549571327","doi":"10.5194/acp-2016-964","title":"Testing chemistry-climate models' regulation of tropicallower-stratospheric water vapor","year":2016,"lang":"en","type":"article","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Climatology; Environmental science; Troposphere; Atmospheric sciences; Humidity; Water vapor; Climate model; Climate change; Stratosphere; Meteorology; Geography; Geology","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":[0.001502851,0.0006082174,0.0004020906,0.000274589,0.00039491,0.0008436027,0.0009532774,0.0006884374,0.001135105],"category_scores_gemma":[0.003228884,0.0002760605,0.000665565,0.0003799236,0.000475682,0.0007739773,0.0006652225,0.000618159,0.0001875922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260908,"about_ca_system_score_gemma":0.001377571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06417959,"about_ca_topic_score_gemma":0.02917554,"domain_scores_codex":[0.9996425,0.0001633773,0.00002024797,0.00008553134,0.00003354167,0.00005489736],"domain_scores_gemma":[0.998373,0.0008850962,0.0002214662,0.0001862255,0.0002041219,0.0001300061],"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":[0.0004888658,0.000435935,0.09657171,0.00007508222,0.0004019803,0.00006088415,0.00006197496,0.8900121,0.003833843,0.002351485,0.001142813,0.004563254],"study_design_scores_gemma":[0.0001804039,0.0001311394,0.02543684,0.000005048268,0.00006600129,0.00000631116,0.00003880097,0.9713293,0.001742015,0.0006146428,0.0004315732,0.00001782139],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956723,0.00008365815,0.0008285799,0.0002850686,0.00002456132,0.00001262453,0.0007453511,0.000116314,0.002231606],"genre_scores_gemma":[0.9989568,0.00003031733,0.0005021654,0.00003470775,0.000008905963,0.000009296584,0.0003006567,0.0000172069,0.0001397762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06417959,"threshold_uncertainty_score":0.1276121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654504768394011,"score_gpt":0.1902837713343616,"score_spread":0.1737387236504215,"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."}}