{"id":"W4404373739","doi":"10.14430/arctic79682","title":"Permafrost Food Storage Monitoring and Vulnerability Assessment in Utqiaġvik, Alaska","year":2024,"lang":"en","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"George Washington University; National Science Foundation","keywords":"Permafrost; Vulnerability (computing); Vulnerability assessment; Environmental science; Physical geography; Oceanography; Geography; Geology; Computer security; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008194864,0.000101969,0.0001874234,0.00006710063,0.001129929,0.00001258078,0.00005559261,0.00009812548,0.0001499089],"category_scores_gemma":[0.00008233652,0.00008854215,0.00002645564,0.0001247717,0.00003868882,0.00007665521,0.0001825848,0.0007488331,0.00008874924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006240766,"about_ca_system_score_gemma":0.0002265529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002194239,"about_ca_topic_score_gemma":0.01508797,"domain_scores_codex":[0.9985394,0.000228554,0.0002604692,0.0002631393,0.0000872909,0.0006211025],"domain_scores_gemma":[0.9991651,0.0005469537,0.00002826169,0.0001547585,0.0000459713,0.00005892252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005912262,0.00003909953,0.9666941,0.0005432034,0.00002956393,0.00002363319,0.03113667,0.00001159496,0.0000548826,0.0008163408,0.0001734834,0.0004715054],"study_design_scores_gemma":[0.0002639978,0.0001745728,0.9772403,0.0001624182,0.00001508972,0.00000303306,0.01654509,0.000271237,0.000003767226,0.0006351438,0.004580796,0.0001045237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910234,0.001100568,0.00001295738,0.002383224,0.002016654,0.0005100072,0.00002449358,0.00008399795,0.002844764],"genre_scores_gemma":[0.9986597,0.0001931178,0.0001032881,0.0001567248,0.0003002814,0.0001872474,0.000005464825,0.00001660042,0.0003775229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01459158,"threshold_uncertainty_score":0.8690614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04807666194729381,"score_gpt":0.4093518843143159,"score_spread":0.3612752223670221,"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."}}