{"id":"W27323870","doi":"10.1080/17457300.2015.1080730","title":"2000 years of ice wedge polygon development on the Yukon Coastal Plain","year":2013,"lang":"en","type":"article","venue":"International Journal of Injury Control and Safety Promotion","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coastal plain; Ice wedge; Geology; Polygon (computer graphics); Wedge (geometry); Physical geography; Permafrost; Geomorphology; Oceanography; Geography; Paleontology; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004192405,0.00006913055,0.0001171968,0.00008635993,0.00005025996,0.00004395017,0.0001610571,0.00003553379,0.002063651],"category_scores_gemma":[0.00005342686,0.00004481227,0.00004682374,0.00003891523,0.00004128442,0.0002040956,0.000007947139,0.0001164331,0.00005441443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001035555,"about_ca_system_score_gemma":0.00005246106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003558795,"about_ca_topic_score_gemma":0.0003893882,"domain_scores_codex":[0.99911,0.00006661379,0.0003354108,0.00006636454,0.0003286523,0.00009288781],"domain_scores_gemma":[0.9992855,0.0001912274,0.0002416239,0.00004184268,0.0001876447,0.00005214389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002552468,0.0002257875,0.1247494,0.00001980104,0.0003289839,0.0000413351,0.003106087,0.0003170409,0.01114415,0.0004139837,0.001976082,0.8551248],"study_design_scores_gemma":[0.001102949,0.0004641012,0.9904243,0.0001119417,0.00001290309,0.00005184964,0.0002453201,0.001803581,0.0006262895,0.0003588863,0.004707077,0.00009080481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945986,0.0001186233,0.000138363,0.003447375,0.0004801161,0.0001296662,0.0003239037,0.000002725913,0.0007605836],"genre_scores_gemma":[0.9991288,0.0001459318,0.0000378886,0.0003243708,0.0002090956,7.115124e-7,0.00005711398,0.000001919076,0.0000941563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8656749,"threshold_uncertainty_score":0.9988486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527930653675224,"score_gpt":0.2284564677491449,"score_spread":0.2131771612123926,"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."}}