{"id":"W2082116023","doi":"10.1029/2007gl030212","title":"Impact of the global warming on the fluvial thermal erosion over the Lena River in Central Siberia","year":2007,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut national des sciences de l'Univers; Centre National de la Recherche Scientifique; Polar Knowledge Canada; National Science Foundation","keywords":"Fluvial; Tributary; Geology; Climate change; Global warming; Hydrology (agriculture); Erosion; Arctic; Physical geography; Spring (device); Climatology; Environmental science; Oceanography; Geomorphology; Geography; Structural basin","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003011588,0.0002096283,0.0002403945,0.000687552,0.0005189046,0.0006919153,0.0001084529,0.0002348788,0.001073121],"category_scores_gemma":[0.0003407883,0.0000878498,0.0002436504,0.0005979719,0.0004196285,0.0002808513,0.0006222213,0.0001808895,0.0001059466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008176017,"about_ca_system_score_gemma":0.0003875433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02630059,"about_ca_topic_score_gemma":0.03735295,"domain_scores_codex":[0.999912,0.00002109994,0.00001015084,0.00001920012,0.00001673093,0.00002087758],"domain_scores_gemma":[0.9998572,0.00002302506,0.00004242075,0.00001280344,0.00002805138,0.00003648613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002502673,0.00004840229,0.9693195,0.00006287913,0.0001583479,0.0009753406,0.0004846155,0.004610879,0.00722806,0.0001406558,0.0003119211,0.01640911],"study_design_scores_gemma":[0.000002168386,0.00001561968,0.9988243,0.000004960594,0.00001511864,0.00005815121,0.000160848,0.000475218,0.0001660621,0.00002471157,0.0002501416,0.000002605826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990796,0.0002343811,0.0000229384,0.00005409485,0.000004936968,0.000001026592,0.0001205408,0.000003568766,0.0004788901],"genre_scores_gemma":[0.9994671,0.000174688,0.00003454407,0.00001882673,0.000006530501,0.000001340306,0.0001696024,0.00000132803,0.0001260839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02630059,"threshold_uncertainty_score":0.05229497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05495314187210528,"score_gpt":0.327664672937438,"score_spread":0.2727115310653327,"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."}}