{"id":"W3123378364","doi":"10.5194/egusphere-egu2020-3255","title":"Designing interventions in the ice sheet/sea level system","year":2020,"lang":"en","type":"article","venue":"","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Future sea level; Ice sheet; Oceanography; Environmental science; Global warming; Environmental resource management; Greenhouse gas; Climatology; Climate change; Sea ice; Cryosphere; Ice shelf; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001552337,0.00004753795,0.00004945551,0.000008790883,0.00003723705,0.00002185496,0.0001583225,0.00001385686,0.0008450099],"category_scores_gemma":[0.00001479492,0.00003282983,0.0000399919,0.0001756738,0.00001118208,0.00007798953,0.00007827311,0.00005947267,0.0005518785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003953391,"about_ca_system_score_gemma":7.249631e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003282113,"about_ca_topic_score_gemma":0.0002798588,"domain_scores_codex":[0.9995712,0.00002115153,0.0001008044,0.0001001822,0.00009181943,0.0001148584],"domain_scores_gemma":[0.999851,0.00003087632,0.00001266781,0.00007332372,9.802907e-7,0.00003115213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007044774,0.00062745,0.394973,0.002603222,0.00009618315,0.0006776816,0.1192045,0.1433896,0.1553214,0.01100914,0.1315513,0.04047617],"study_design_scores_gemma":[0.001900041,0.0004308653,0.4773085,0.000934866,0.00009786661,0.0001055001,0.1063411,0.3828277,0.01108022,0.0001790939,0.01743748,0.001356795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5663517,0.0001937403,0.2260029,0.01003074,0.0002085918,0.0007108198,0.00002527314,0.0002955497,0.1961806],"genre_scores_gemma":[0.9986112,0.000002026492,0.0007923981,0.000430052,0.00002393137,0.00001389657,0.000002548872,0.000004118074,0.0001197918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4322595,"threshold_uncertainty_score":0.9252265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544309380357752,"score_gpt":0.2705682238034117,"score_spread":0.1161372857676364,"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."}}