{"id":"W4394753437","doi":"10.5194/egusphere-2024-1044","title":"Mapping subsea permafrost around Tuktoyaktuk Island (NWT, Canada) using electrical resistivity tomography","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Geological Survey of Canada","funders":"Horizon 2020; European Commission","keywords":"Permafrost; Shore; Geology; Oceanography; Electrical resistivity tomography; Arctic; Seafloor spreading; Subsea; Seabed; Geomorphology; Physical geography; Geography; Electrical resistivity and conductivity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00009568225,0.0003247416,0.0001782953,0.0008595638,0.0007654345,0.0006189263,0.000318645,0.000253344,0.0008490829],"category_scores_gemma":[0.0003621151,0.0001449265,0.0001662956,0.001357654,0.0003424602,0.0002389991,0.0004256557,0.0002226926,0.0001613064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003356185,"about_ca_system_score_gemma":0.006514785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.931909,"about_ca_topic_score_gemma":0.980036,"domain_scores_codex":[0.9999002,0.000003982563,0.000005081627,0.00002223589,0.00003520939,0.00003321002],"domain_scores_gemma":[0.9996717,0.00001546034,0.00003365082,0.00001034008,0.0002106993,0.00005821331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001889189,0.00006844175,0.9100682,0.0001701986,0.00009888073,0.001020058,0.001822895,0.004750885,0.03195386,0.0002952954,0.00244995,0.04711237],"study_design_scores_gemma":[0.000009132143,0.00001539192,0.9893842,0.00003838438,0.0000305781,0.0001064863,0.00151193,0.005776186,0.001080862,0.00003488201,0.001996557,0.00001537282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934381,0.0001909495,0.0009709655,0.00007411342,0.000007921039,0.00002768885,0.002882625,0.00006264333,0.002344939],"genre_scores_gemma":[0.9938548,0.0001823215,0.001899495,0.0000326925,0.000002987765,0.0000223053,0.002344152,0.0000124953,0.001648771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06809098,"threshold_uncertainty_score":0.1369839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318175947878984,"score_gpt":0.2459053861244416,"score_spread":0.2027236266456517,"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."}}