{"id":"W2986626700","doi":"10.1007/s40641-019-00149-4","title":"The Future of Midlatitude Cyclones","year":2019,"lang":"en","type":"article","venue":"Current Climate Change Reports","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"U.S. Army Corps of Engineers; Oak Ridge Institute for Science and Education; Sight Research UK; AXA Research Fund; Natural Environment Research Council; U.S. Army; Met Office; Department for Environment, Food and Rural Affairs, UK Government","keywords":"Extratropical cyclone; Middle latitudes; Environmental science; Climatology; Cyclone (programming language); Bridging (networking); Precipitation; Climate change; Meteorology; Atmospheric sciences; Geology; Geography; Computer science; Oceanography","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":[0.0005156614,0.0004103121,0.0004565833,0.0007078602,0.0002385187,0.001381444,0.0003455136,0.0006246304,0.003806027],"category_scores_gemma":[0.000995661,0.000126856,0.0002942185,0.0006096253,0.0003387407,0.001333688,0.0005081405,0.001008699,0.0006298637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005228888,"about_ca_system_score_gemma":0.00161668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257677,"about_ca_topic_score_gemma":0.001959821,"domain_scores_codex":[0.9998599,0.00003530982,0.00001758581,0.00002542502,0.00003931064,0.0000223078],"domain_scores_gemma":[0.9994389,0.0001889371,0.0001217033,0.00001703906,0.0001654695,0.0000679791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002164574,0.00004724882,0.004508889,0.02219339,0.000325296,0.0006072412,0.0003966787,0.0036967,0.003903957,0.03167769,0.04726825,0.8851582],"study_design_scores_gemma":[0.00002123747,0.0001015928,0.01282411,0.00915058,0.0001658222,0.001188797,0.0003622748,0.0005771987,0.0007971863,0.01241309,0.9623643,0.00003385608],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001591712,0.9923851,0.0002122803,0.002281539,0.0008007763,0.000004739833,0.000078824,0.00001223082,0.002632706],"genre_scores_gemma":[0.02481439,0.9719739,0.0002279409,0.0008244123,0.001440024,0.000007500734,0.00009488397,0.000003684324,0.0006131875],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003806027,"threshold_uncertainty_score":0.01273245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591687140141572,"score_gpt":0.2831835475045637,"score_spread":0.247266676103148,"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."}}