{"id":"W2140743164","doi":"10.1139/cgj-2012-0318","title":"A statistical model for presence of late-season frozen ground in discontinuous permafrost at Dublin Gulch, Yukon","year":2013,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BGC Engineering (Canada)","funders":"","keywords":"Permafrost; Elevation (ballistics); Geology; Borehole; Terrain; Groundwater; Digital elevation model; Hydrology (agriculture); Geotechnical engineering; Geomorphology; Cartography; Remote sensing; Geometry; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001090626,0.0003552105,0.0003155052,0.000846744,0.0004741272,0.001105318,0.001198172,0.0004550404,0.001060944],"category_scores_gemma":[0.002408407,0.0003866325,0.0004975857,0.0007419448,0.001030422,0.0006347283,0.0004936579,0.0004296223,0.0001599188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003161293,"about_ca_system_score_gemma":0.003070986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2328518,"about_ca_topic_score_gemma":0.2319548,"domain_scores_codex":[0.9994853,0.00009408924,0.00003085375,0.0002125312,0.00004863934,0.0001286847],"domain_scores_gemma":[0.9987584,0.0006299462,0.0002621299,0.00007659907,0.0002087913,0.00006401716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001405647,0.00009376265,0.3349114,0.00003162982,0.00008677915,0.0003601685,0.0003024028,0.6480063,0.001467093,0.005036067,0.0006156965,0.008948172],"study_design_scores_gemma":[0.00001356686,0.0000701337,0.05961506,0.000006763142,0.00002820371,0.00008998915,0.0003084824,0.9373541,0.0002154861,0.001908731,0.0003714255,0.00001799119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785443,0.00003540167,0.01952643,0.0001521811,0.000004179386,0.00003374751,0.0008293288,0.0001199427,0.0007544053],"genre_scores_gemma":[0.9978738,0.00002090647,0.00125134,0.000008907727,0.000001537746,0.00001535903,0.0003493013,0.000006602832,0.0004721994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7671482,"threshold_uncertainty_score":0.4629929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286693805540463,"score_gpt":0.2421543551187298,"score_spread":0.2092874170633251,"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."}}