{"id":"W2339499710","doi":"10.20381/ruor-3084","title":"Permafrost Changes Along the Alaska Highway Corridor, Southern Yukon, from Ground Temperature Measurements and DC Electrical Resistivity Tomography","year":2013,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Electrical resistivity tomography; Electrical resistivity and conductivity; Geology; Geomorphology; Oceanography; Engineering; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000130115,0.0001666819,0.00008782475,0.0007435579,0.0003531582,0.0005000167,0.000195246,0.0001942057,0.0004645566],"category_scores_gemma":[0.0004020925,0.0001327062,0.0001147733,0.001357271,0.0002161684,0.0002738261,0.0002776249,0.0001266395,0.0001024522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224854,"about_ca_system_score_gemma":0.0009857396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3691797,"about_ca_topic_score_gemma":0.7387682,"domain_scores_codex":[0.9999019,0.000007878904,0.00001258787,0.00002881656,0.00003452764,0.00001417794],"domain_scores_gemma":[0.9997448,0.00002310546,0.00006170418,0.00001276728,0.0001327947,0.00002473031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003337258,0.00001245137,0.9905261,0.00002235415,0.00001782922,0.000151665,0.0004050521,0.0005615214,0.00225473,0.00002588262,0.0001436177,0.005845391],"study_design_scores_gemma":[7.860002e-7,0.000004819622,0.9988219,0.000004728945,0.000006013259,0.00003320883,0.0004063534,0.0003597593,0.0001344487,0.000007397042,0.0002185052,0.000002048509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988396,0.00006249503,0.00007187979,0.000008532577,0.000001337409,0.000003464744,0.0005456448,0.000005635249,0.0004615502],"genre_scores_gemma":[0.9985979,0.00007408101,0.0002184717,0.000007127919,9.170579e-7,0.000005822556,0.0007675138,0.000001337951,0.0003267233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6308203,"threshold_uncertainty_score":0.7340617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0572797331733106,"score_gpt":0.2598892833293207,"score_spread":0.2026095501560101,"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."}}