{"id":"W3030033504","doi":"","title":"Effect of Shallow Ponding on Warming and Thawing of Permafrost in Mineral-cored Palsas, Wolf Creek, Yukon, Canada","year":2011,"lang":"en","type":"article","venue":"AGUFM","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Permafrost; Ponding; Geology; Hydrology (agriculture); Physical geography; Environmental science; Geomorphology; Geography; Geotechnical engineering; Ecology; Oceanography","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":[0.0002738096,0.0001927761,0.0003806028,0.0005621411,0.002205348,0.000799277,0.0008592854,0.0004257782,0.001272771],"category_scores_gemma":[0.0008434625,0.000197064,0.0003431755,0.0007937885,0.0008738955,0.0004129154,0.0005992022,0.000332134,0.0001381005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01021974,"about_ca_system_score_gemma":0.008262699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9398271,"about_ca_topic_score_gemma":0.979762,"domain_scores_codex":[0.9998104,0.00001681893,0.00001165501,0.0000451906,0.00003877508,0.00007724535],"domain_scores_gemma":[0.999255,0.00008637164,0.00009393712,0.00002784097,0.0003396287,0.0001971949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000449252,0.00006852631,0.9888279,0.00002292014,0.00008718007,0.0001361372,0.0007414999,0.000874313,0.004572409,0.00008236287,0.0004279791,0.003709599],"study_design_scores_gemma":[0.0000043762,0.00001188186,0.9988086,0.000002266217,0.00001119296,0.00001174193,0.0005125886,0.000266808,0.0002116503,0.00001101709,0.000144206,0.000003724145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991334,0.000027571,0.00002296083,0.00002939167,0.00000161521,0.000003549772,0.0003176487,0.000006097763,0.0004577444],"genre_scores_gemma":[0.9994169,0.00001717296,0.00003864459,0.00001619359,7.300371e-7,0.000002480476,0.0002528222,0.000002366101,0.0002526479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06017292,"threshold_uncertainty_score":0.1210545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763805405029253,"score_gpt":0.2205790919422887,"score_spread":0.1929410378919962,"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."}}