{"id":"W2954514527","doi":"10.3389/fenvs.2019.00102","title":"The Antarctic Peninsula Under a 1.5°C Global Warming Scenario","year":2019,"lang":"en","type":"article","venue":"Frontiers in Environmental Science","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":219,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Imperial College London; Foreign and Commonwealth Office; Natural Environment Research Council; Sight Research UK","keywords":"Peninsula; Biota; Meltwater; Global warming; Oceanography; Glacier; Biodiversity; Climate change; Sea ice; Environmental science; Ecology; Physical geography; Geography; Geology; Biology","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":[0.0003130534,0.0004978969,0.0002074378,0.000567257,0.0006646794,0.001259298,0.000322737,0.0004306854,0.009983934],"category_scores_gemma":[0.0003543848,0.0000862005,0.0003217275,0.00156424,0.0001656736,0.0006495171,0.0006815185,0.0005259404,0.002161834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000900065,"about_ca_system_score_gemma":0.001414284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02809924,"about_ca_topic_score_gemma":0.02425365,"domain_scores_codex":[0.9998534,0.00003671056,0.000006942209,0.00002180832,0.00003609767,0.00004507117],"domain_scores_gemma":[0.9998759,0.000007248313,0.00002820075,0.000010094,0.00005374423,0.00002467579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004819688,0.0001009981,0.2241134,0.001733772,0.0005493841,0.003521469,0.00123495,0.02170664,0.003870865,0.04624634,0.4596705,0.2367696],"study_design_scores_gemma":[0.00007759999,0.00008068807,0.3104775,0.0003414416,0.0002080017,0.0007696069,0.002784393,0.005547514,0.0006675747,0.01194937,0.6670491,0.0000471874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3541303,0.02247207,0.004588617,0.02995559,0.002348182,0.0003964217,0.1287848,0.0009637803,0.4563603],"genre_scores_gemma":[0.9142303,0.01237768,0.002390024,0.002981089,0.0004155877,0.0003688232,0.03541402,0.00006414518,0.03175828],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02809924,"threshold_uncertainty_score":0.05587137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006365109285863224,"score_gpt":0.1874550038856801,"score_spread":0.1810898945998169,"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."}}