{"id":"W4388445142","doi":"10.5194/tc-17-4645-2023","title":"Spatially heterogeneous effect of climate warming on the Arctic land ice","year":2023,"lang":"en","type":"article","venue":"The cryosphere","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Fonds Wetenschappelijk Onderzoek; Fonds De La Recherche Scientifique - FNRS; Fédération Wallonie-Bruxelles; European Commission","keywords":"Arctic; Arctic ice pack; Cryosphere; Climatology; Greenland ice sheet; Environmental science; Arctic geoengineering; Global warming; Ice sheet; Climate change; Physical geography; Sea ice; Geography; Oceanography; Geology; Antarctic sea ice","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002641066,0.0002006046,0.0002140597,0.0004026134,0.0002498492,0.0005231378,0.0001700377,0.0001815268,0.000753742],"category_scores_gemma":[0.0004901771,0.0001207548,0.0004297907,0.0005008164,0.0002873627,0.0002970086,0.0003402256,0.0001298436,0.00007181499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004861835,"about_ca_system_score_gemma":0.0002655901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03607101,"about_ca_topic_score_gemma":0.03086075,"domain_scores_codex":[0.9999003,0.0000310454,0.000005672339,0.00003519795,0.00001013572,0.00001749867],"domain_scores_gemma":[0.9998591,0.00005208038,0.00002680518,0.00002400998,0.00002101075,0.00001694903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004110815,0.00008710055,0.8206536,0.00008273975,0.0006992131,0.0002995688,0.0002406208,0.1383918,0.02526027,0.0007263781,0.0006332076,0.01251435],"study_design_scores_gemma":[0.0000119667,0.00002349674,0.9672636,0.000006332042,0.00007600026,0.00003605937,0.0001249929,0.03066519,0.001137729,0.0001477675,0.0004984592,0.000008426871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989218,0.00007402443,0.0001623299,0.00002348699,0.000003161656,0.000001570528,0.0003360379,0.00001702018,0.0004606526],"genre_scores_gemma":[0.9995591,0.00002481442,0.00009174086,0.000004192697,0.000001758495,0.000001367557,0.0002588962,0.000003400301,0.00005467518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03607101,"threshold_uncertainty_score":0.07172209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584884567487448,"score_gpt":0.2213547512167494,"score_spread":0.2055059055418749,"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."}}