{"id":"W3028059762","doi":"10.1029/2020gl087987","title":"Stratospheric Water Vapor Feedback Disclosed by a Locking Experiment","year":2020,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Global warming; Water vapor; Troposphere; Atmospheric sciences; Climatology; Climate change; Humidity; Cloud feedback; Climate model; Meteorology; Climate sensitivity; Geology; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006803403,0.0003593181,0.0003154649,0.0001760633,0.0002181154,0.0004311779,0.0004258872,0.0003702653,0.002239238],"category_scores_gemma":[0.001016983,0.0001779844,0.000283405,0.000140671,0.0004263438,0.0004826413,0.0005208279,0.0006590124,0.0001291013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631701,"about_ca_system_score_gemma":0.0002558473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006826183,"about_ca_topic_score_gemma":0.0004633083,"domain_scores_codex":[0.9997787,0.00006710972,0.0000175386,0.00006581704,0.00003204047,0.00003886469],"domain_scores_gemma":[0.99879,0.0005994462,0.0001989628,0.0002279206,0.00006201029,0.0001217002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003141174,0.000604861,0.01687123,0.0000866832,0.0001268716,0.0001190892,0.00007857694,0.01124986,0.9601393,0.00188748,0.0001750202,0.005520021],"study_design_scores_gemma":[0.001149945,0.006279479,0.02725229,0.00001214914,0.0002212228,0.0001415244,0.0001368957,0.0733864,0.8857234,0.003998274,0.001601821,0.00009670344],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970594,0.00002901209,0.002350791,0.00003521414,0.00002549573,0.00001538084,0.0001148161,0.00006410156,0.0003057423],"genre_scores_gemma":[0.9990516,0.00001300884,0.0006573338,0.00003087196,0.000004552634,0.00002300096,0.0000501035,0.00001167371,0.0001577558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002239238,"threshold_uncertainty_score":0.007490933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621085255340194,"score_gpt":0.2767586237638929,"score_spread":0.240547771210491,"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."}}