{"id":"W3003846685","doi":"","title":"Influence of Permafrost Distribution on Regional Groundwater Flow in the Yukon Flats Basin, Alaska","year":2011,"lang":"en","type":"article","venue":"AGUFM","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Permafrost; Groundwater flow; Groundwater; Hydrology (agriculture); Geology; Structural basin; Physical geography; Distribution (mathematics); Environmental science; Geomorphology; Geography; Aquifer; Oceanography; Geotechnical engineering","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":[0.0002376187,0.0000991233,0.0001065217,0.00003616251,0.00007279888,0.00001742044,0.0002103942,0.00005778402,0.001880884],"category_scores_gemma":[0.00001598684,0.00006234133,0.00004278696,0.0001547802,0.00009278094,0.000175626,0.000007617127,0.0001145381,0.0002798976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000428988,"about_ca_system_score_gemma":0.00001261398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006855632,"about_ca_topic_score_gemma":0.009459525,"domain_scores_codex":[0.9991849,0.00007279049,0.0001666153,0.0001567366,0.0002110075,0.0002079727],"domain_scores_gemma":[0.9995918,0.0001018277,0.00005028791,0.0001898143,0.00002805917,0.0000382504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008225682,0.000058053,0.9917158,0.0000155995,0.000004462179,0.0000259942,0.003958795,0.001058505,0.0001217664,0.00007061175,0.001266726,0.001621431],"study_design_scores_gemma":[0.0001509093,0.0001553536,0.9950112,0.00003354481,0.000005172513,0.00001604196,0.0002330693,0.0008830364,0.0002540988,0.0002423693,0.002927734,0.00008750679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954358,0.00007174216,0.000002529255,0.0003137432,0.00007908621,0.0001048373,0.001393656,0.000007893103,0.002590708],"genre_scores_gemma":[0.9957253,0.00008356474,0.00001030994,0.0008676211,0.0000652143,0.000001732998,0.003203203,0.000002030299,0.00004096209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003725726,"threshold_uncertainty_score":0.9997578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0505423351599371,"score_gpt":0.2287797176837036,"score_spread":0.1782373825237665,"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."}}