{"id":"W3137458438","doi":"","title":"Recent changes in the multi-year ice area budget of the Canadian Arctic Archipelago","year":2014,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Archipelago; Arctic; Physical geography; Sea ice; Arctic ice pack; Climatology; Cryosphere; Gulag; Geography; Oceanography; Geology; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008128862,0.0001827592,0.0001913451,0.00008153104,0.0002572806,0.00009059065,0.0007295295,0.0001000917,0.0003293124],"category_scores_gemma":[0.0002692329,0.0001066161,0.00005417998,0.0002480128,0.000163571,0.0001035151,0.00002167031,0.0003890748,0.00006351509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002202216,"about_ca_system_score_gemma":0.0004096798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2600468,"about_ca_topic_score_gemma":0.9541193,"domain_scores_codex":[0.9983497,0.0002292162,0.0002744091,0.0002582572,0.0003784372,0.0005100125],"domain_scores_gemma":[0.998948,0.0002309233,0.0001597222,0.0003855047,0.000112556,0.0001632619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004175167,0.0001041611,0.8287159,0.00005870644,0.0000374515,0.00002297666,0.005426476,0.01309189,0.0004410632,0.003606262,0.0003529819,0.1481004],"study_design_scores_gemma":[0.0002315945,0.00006601946,0.9801101,0.00005126757,0.00001437471,0.00001473011,0.000737434,0.01258099,0.0001343942,0.0009632155,0.004927487,0.0001683879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810475,0.00003200515,0.00003030594,0.008424159,0.0003567289,0.0002433106,0.0000415144,0.000009459345,0.009815094],"genre_scores_gemma":[0.9970698,0.0001283923,0.000659855,0.001774551,0.0001226727,0.000002850983,0.00005768223,0.000004736493,0.000179432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6940725,"threshold_uncertainty_score":0.7448807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966548629404628,"score_gpt":0.2260763464734275,"score_spread":0.1964108601793812,"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."}}