{"id":"W4399423531","doi":"10.52381/icop2024.163.1","title":"Detection of ice wedges in Yedoma along the Dalton Highway, Alaska, USA, using capacitive-coupled electrical resistivity tomography","year":2024,"lang":"en","type":"report","venue":"","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Center for Northern Studies","funders":"","keywords":"Permafrost; Electrical resistivity tomography; Geology; Ground-penetrating radar; Borehole; Geomorphology; Thermokarst; Electrical resistivity and conductivity; Geotechnical engineering; Radar; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005516612,0.0003138928,0.0005269506,0.0003377025,0.00006091056,0.00004258244,0.0001959199,0.0003074055,0.00002763173],"category_scores_gemma":[0.0001872807,0.0002388343,0.0002752952,0.001438623,0.0001028784,0.00005724343,0.00005189949,0.0008485843,0.0000164842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002235399,"about_ca_system_score_gemma":0.0001159944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00459665,"about_ca_topic_score_gemma":0.001912646,"domain_scores_codex":[0.9982219,0.0000953015,0.0005244458,0.0003950117,0.0004412919,0.0003220321],"domain_scores_gemma":[0.9985833,0.0006767256,0.0001075274,0.000414176,0.0001573254,0.00006094347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004142323,0.0003320803,0.001492626,0.002645326,0.0008168712,0.00006106119,0.0002471283,0.003734542,0.8832325,0.004610793,0.001153447,0.1016322],"study_design_scores_gemma":[0.0007973632,0.000317705,0.4312734,0.002006025,0.001736215,0.0001535176,0.0001785842,0.231718,0.2886625,0.01434298,0.02581291,0.003000858],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8820878,0.002833375,0.08521573,0.00007895981,0.00119149,0.001016657,0.00007849324,0.0003544439,0.02714307],"genre_scores_gemma":[0.9966363,0.0002892187,0.002209762,0.000004498091,0.0002688557,0.00009889215,0.000009298577,0.00006251096,0.0004206064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.59457,"threshold_uncertainty_score":0.973938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929131807538991,"score_gpt":0.2891206960375451,"score_spread":0.2598293779621552,"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."}}