{"id":"W4388094690","doi":"10.5194/tc-17-4511-2023","title":"Allometric scaling of retrogressive thaw slumps","year":2023,"lang":"en","type":"article","venue":"˜The œcryosphere","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Industry, Tourism and Investment; Government of Northwest Territories","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Digital elevation model; Permafrost; Elevation (ballistics); Slumping; Geology; Landform; Environmental science; Thermokarst; Glacier; Remote sensing; Physical geography; Geomorphology; Geography; Mathematics; Geometry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003126122,0.0001159057,0.0001700506,0.00006036239,0.00016028,0.00004330446,0.0003176898,0.0000735402,0.01534292],"category_scores_gemma":[0.00002723438,0.0000763637,0.00008973823,0.001435902,0.0001027373,0.00008762656,0.00002962889,0.0001346667,0.001639787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002220545,"about_ca_system_score_gemma":0.00002102731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004161147,"about_ca_topic_score_gemma":0.01810678,"domain_scores_codex":[0.9989281,0.00005130212,0.0001955407,0.000187801,0.0003034742,0.0003338119],"domain_scores_gemma":[0.9992087,0.0003076574,0.00009677683,0.0002628179,0.00004356359,0.00008044377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002186341,0.000007735805,0.9573976,0.00003801019,0.00002405397,0.00002998149,0.0006520019,0.0004252245,0.0001216807,0.00002190101,0.01422578,0.0270341],"study_design_scores_gemma":[0.000198429,0.00007832648,0.9734848,0.0000417858,0.00002298247,0.00001073318,0.001546504,0.005351671,0.0001126845,0.0004684954,0.01852525,0.0001583596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801086,0.002600353,0.000006687948,0.0003100943,0.0005307996,0.0001502436,0.001032352,0.00008006754,0.01518076],"genre_scores_gemma":[0.9970168,0.0004621616,0.00002945927,0.0001764258,0.000217389,0.000001527164,0.0005355419,0.000006335587,0.001554359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02687575,"threshold_uncertainty_score":0.9998102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0352458490714128,"score_gpt":0.2482805848453198,"score_spread":0.2130347357739071,"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."}}