{"id":"W3168668030","doi":"10.5194/egusphere-egu21-14989","title":"How retrogressive thaw slumps change over time - a study from Herschel Island (Canada) using 3D electrical resistivity tomography (ERT)","year":2021,"lang":"en","type":"article","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermokarst; Electrical resistivity tomography; Slump; Electrical resistivity and conductivity; Permafrost; Geology; Arctic; Physical geography; Climate change; Geomorphology; Transect; Oceanography; Geography; Physics","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":[0.0002920648,0.0002627684,0.0002806816,0.0008754356,0.00109088,0.001121679,0.0005914143,0.0004087634,0.0009367003],"category_scores_gemma":[0.0006391092,0.0001702483,0.0002753996,0.002003401,0.000857432,0.0004467278,0.000590254,0.0004254352,0.0002103423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006887094,"about_ca_system_score_gemma":0.006138039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9650319,"about_ca_topic_score_gemma":0.9887001,"domain_scores_codex":[0.9997568,0.0000135547,0.000007730203,0.00005758886,0.00007507122,0.00008921545],"domain_scores_gemma":[0.9994808,0.00003979672,0.00005998671,0.00003028713,0.0002979357,0.00009123523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000143674,0.00007018665,0.9605336,0.000110201,0.0001080109,0.000995931,0.006083468,0.000874045,0.004347519,0.0002479322,0.002397159,0.02408819],"study_design_scores_gemma":[0.000002600085,0.000006859627,0.9935027,0.0000272768,0.00001572472,0.00006950471,0.003608126,0.0004245532,0.0001707684,0.00001718237,0.002145163,0.000009496186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949135,0.0002991395,0.0001665153,0.0001477675,0.000006511084,0.00002165633,0.002758007,0.00001212035,0.001674804],"genre_scores_gemma":[0.9947168,0.0003848246,0.000495723,0.0000590205,0.000005700713,0.00001671667,0.002638573,0.00001822852,0.00166436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03496814,"threshold_uncertainty_score":0.07034808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126549844228106,"score_gpt":0.2378631548206431,"score_spread":0.196597656378362,"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."}}