{"id":"W2080448228","doi":"10.1002/hyp.7238","title":"The summer hydrology of a small upland tundra thaw lake: implications to lake drainage","year":2009,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Tundra; Drainage; Arctic; Hydrology (agriculture); Environmental science; Permafrost; Precipitation; Flood myth; Shelf ice; Water level; Climate change; Wetland; Circumpolar star; Snowmelt; Snow; Physical geography; Geology; Oceanography; Ecology; Geography; Arctic ice pack; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002384261,0.0001485066,0.0002097937,0.00003806819,0.0002875102,0.00005091334,0.0003988571,0.000112766,0.003222621],"category_scores_gemma":[0.0002266979,0.00008559601,0.00004738093,0.000383242,0.0001883432,0.00007328147,0.00002566737,0.0001364177,0.0002072474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001005742,"about_ca_system_score_gemma":0.00002918451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001639244,"about_ca_topic_score_gemma":0.1438554,"domain_scores_codex":[0.9988896,0.00005149467,0.0002455832,0.0002836887,0.0001196276,0.0004099962],"domain_scores_gemma":[0.9989401,0.0005439394,0.00008063741,0.0002331091,0.00006192915,0.0001402869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003579481,0.0001461347,0.973733,0.00006322478,0.00002549042,0.00002826771,0.000785135,0.001918304,0.0003827794,0.0005710818,0.007940974,0.01404767],"study_design_scores_gemma":[0.0002307336,0.0009838642,0.772853,0.00001074804,0.00002518449,0.00005252195,0.00006265636,0.0004491651,0.00008279059,0.01854507,0.2064762,0.0002280397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196508,0.00105409,0.00008520909,0.01738017,0.00008844224,0.0003614953,0.001425693,0.0000716193,0.05988248],"genre_scores_gemma":[0.9948426,0.0002895346,0.00005506866,0.003879938,0.00009523275,0.000007151436,0.0005739835,0.000002561348,0.0002538588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.20088,"threshold_uncertainty_score":0.9976886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05885377324276821,"score_gpt":0.2677073917764199,"score_spread":0.2088536185336517,"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."}}