{"id":"W3147530474","doi":"10.1002/ppp.2105","title":"Fluvio‐thermal erosion and thermal denudation in the yedoma region of northern Alaska: Revisiting the Itkillik River exposure","year":2021,"lang":"en","type":"article","venue":"Permafrost and Periglacial Processes","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Aeronautics and Space Administration; Russian Foundation for Basic Research; National Science Foundation","keywords":"Permafrost; Denudation; Geology; Erosion; Fluvial; Bluff; Hydrology (agriculture); Biogeochemical cycle; Sediment; Geomorphology; Arctic; Physical geography; Earth science; Oceanography; Tectonics; Structural basin; Ecology; Paleontology","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":[0.0003106792,0.0001666391,0.000193954,0.00003733881,0.0003964082,0.0001388439,0.0001586607,0.00008562197,0.0003719078],"category_scores_gemma":[0.00009743756,0.00009780427,0.00003689226,0.000303924,0.0002526359,0.0003054178,0.00003089282,0.0001712184,0.0000083986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002774164,"about_ca_system_score_gemma":0.00007106966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008795013,"about_ca_topic_score_gemma":0.01875197,"domain_scores_codex":[0.9988457,0.0001691634,0.00025318,0.000260715,0.0002372343,0.000234029],"domain_scores_gemma":[0.9992768,0.000281111,0.0001150485,0.0001566636,0.0001254043,0.00004492763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000069086,0.00001216615,0.9594752,0.0001902373,0.000005734235,0.00003086367,0.01869446,0.00003058891,0.00271355,0.000008840931,0.00001925315,0.01875007],"study_design_scores_gemma":[0.0003335364,0.0000600616,0.9919651,0.0001095175,0.00002702955,0.0001101088,0.00462482,0.0002529002,0.0005763184,0.00006024391,0.001723625,0.0001567473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898545,0.007412618,0.00000326133,0.001452689,0.00009595221,0.0001685793,0.0003700117,0.000009737048,0.000632626],"genre_scores_gemma":[0.9963673,0.001962761,0.000008563746,0.0003807889,0.0005091765,0.000004536256,0.0007157443,0.000006276017,0.00004479571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03248994,"threshold_uncertainty_score":0.9991533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452389703709825,"score_gpt":0.2294077087712562,"score_spread":0.2048838117341579,"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."}}