{"id":"W2320948599","doi":"10.4133/1.3614207","title":"Geophysical Characterization of Permafrost Distribution in the Yukon River Basin, Alaska","year":2011,"lang":"en","type":"article","venue":"Symposium on the Application of Geophysics to Engineering and Environmental Problems 2011","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Geology; Hydrogeology; Structural basin; Electrical resistivity tomography; Drainage basin; Spatial distribution; Hydrology (agriculture); Groundwater; Geophysics; Geomorphology; Earth science; Remote sensing; Oceanography; Electrical resistivity and conductivity; Geotechnical engineering; Geography; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001168154,0.0001297268,0.0001296442,0.001056132,0.0005385936,0.0004771479,0.0001767108,0.0002002743,0.0003231048],"category_scores_gemma":[0.0002976127,0.00008330977,0.00009281415,0.001339894,0.0002821295,0.0002666006,0.0003045326,0.0001003495,0.00005855853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006450022,"about_ca_system_score_gemma":0.0006346049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1454976,"about_ca_topic_score_gemma":0.3276524,"domain_scores_codex":[0.9999336,0.000005855999,0.00001086123,0.00002007116,0.00001751985,0.0000121277],"domain_scores_gemma":[0.9998005,0.00003173081,0.00003591775,0.00001516844,0.00008629172,0.00003042552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006034895,0.00002482801,0.9679099,0.00004021311,0.00003028003,0.0002589925,0.0009085966,0.002894953,0.01051882,0.0001106746,0.0001535481,0.01708879],"study_design_scores_gemma":[0.000002479762,0.00001264226,0.995391,0.00001067112,0.000009828746,0.00007724902,0.00151353,0.002002829,0.0005376335,0.00003713106,0.0003986419,0.000006293397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987734,0.00006343426,0.0001652061,0.000009894486,9.562132e-7,0.000003624442,0.0002122219,0.00001049561,0.0007607932],"genre_scores_gemma":[0.9991621,0.0000636727,0.0002953893,0.000005771573,6.152505e-7,0.000004450969,0.0002627091,0.000001556975,0.0002037711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1454976,"threshold_uncertainty_score":0.2893013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111418180428628,"score_gpt":0.1661807005222739,"score_spread":0.1550388824794111,"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."}}