{"id":"W2793208478","doi":"10.1002/ppp.1961","title":"Fine‐scale influences on thaw depth in a forested peat plateau landscape in the Northwest Territories, Canada: Vegetation trumps microtopography","year":2018,"lang":"en","type":"article","venue":"Permafrost and Periglacial Processes","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Université de Montréal","funders":"","keywords":"Permafrost; Peat; Sphagnum; Geology; Vegetation (pathology); Mire; Lichen; Shrub; Physical geography; Bryophyte; Plateau (mathematics); Ecology; Geography; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001819728,0.0002206763,0.0002142789,0.0001478807,0.0002975798,0.000173299,0.0002357354,0.00008834577,0.0003804688],"category_scores_gemma":[0.00004064811,0.0001496487,0.00002502457,0.0006734063,0.0002086444,0.0002892985,0.0000112488,0.0001837791,0.000009826445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006454164,"about_ca_system_score_gemma":0.0002417324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7336901,"about_ca_topic_score_gemma":0.9998294,"domain_scores_codex":[0.9986796,0.00006474875,0.0002647035,0.0003177322,0.00028316,0.0003900385],"domain_scores_gemma":[0.9994707,0.000188615,0.00006725235,0.0001268322,0.00006672095,0.00007994484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001661256,0.00002457923,0.9899125,0.0001118356,0.000003480818,0.00002187464,0.008086924,0.00001967766,0.00003365501,0.000004490651,0.0001647318,0.001450151],"study_design_scores_gemma":[0.000431748,0.0002087098,0.989738,0.00008673195,0.000008014971,0.00002013048,0.002161294,0.0001923971,0.0001050695,0.00008921366,0.006737638,0.0002210535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925255,0.001041249,2.102995e-7,0.000513305,0.0002771939,0.0002927493,0.002752932,0.00001428675,0.002582636],"genre_scores_gemma":[0.9954792,0.0002096724,0.000004742951,0.0006223247,0.0005096193,0.00001746486,0.003139063,0.000005671493,0.00001224916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2661392,"threshold_uncertainty_score":0.6102499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624187794376277,"score_gpt":0.2305037689279853,"score_spread":0.2142618909842225,"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."}}