{"id":"W3035305746","doi":"10.1088/1748-9326/ab9be1","title":"Progress in climate change adaptation in the Arctic","year":2020,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; Simon Fraser University; University of British Columbia","funders":"University of Northern British Columbia","keywords":"Climate change; Arctic; Adaptation (eye); Subsistence agriculture; Environmental resource management; Geography; The arctic; Climatology; Environmental science; Ecology; Agriculture; Oceanography; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00178213,0.00007396784,0.0001114772,0.00007817641,0.001006522,0.000006070609,0.0002028893,0.0000571766,0.0002465993],"category_scores_gemma":[0.00006006857,0.00005538057,0.00002001758,0.0001973256,0.0001676702,0.00007804356,0.0002659427,0.0009360136,0.0008598898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005157419,"about_ca_system_score_gemma":0.00001678496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006308464,"about_ca_topic_score_gemma":0.003557003,"domain_scores_codex":[0.9969481,0.001132053,0.0002132647,0.0002123672,0.0003503165,0.001143927],"domain_scores_gemma":[0.9994292,0.0003584154,0.00003594265,0.0001197941,0.000003737042,0.00005285868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007745691,0.00007820701,0.774777,0.00007615982,0.000003377943,0.00009385477,0.2218008,0.00000708761,0.0001005565,0.00008364988,0.0005737091,0.002328184],"study_design_scores_gemma":[0.0005443991,0.0001547471,0.8707586,0.00003232087,0.000001289378,5.050643e-7,0.1238464,0.0002988971,0.000002016938,0.00002181846,0.004274704,0.00006432848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911355,0.0003186325,0.00000185694,0.1065001,0.00006028962,0.001612887,0.000007761601,0.000007062015,0.0003558779],"genre_scores_gemma":[0.9819079,0.0004112481,0.00003286686,0.01609773,0.0002107609,0.001305276,0.0000151858,0.00001233477,0.000006697901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09795437,"threshold_uncertainty_score":0.999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1965166640857521,"score_gpt":0.4324295492539628,"score_spread":0.2359128851682108,"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."}}