{"id":"W4283382131","doi":"10.1002/ppp.2148","title":"Characteristic periglacial topography: Multi‐scale hypsometric analysis of cryoplanated uplands in eastern Beringia","year":2022,"lang":"en","type":"article","venue":"Permafrost and Periglacial Processes","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Michigan State University","keywords":"Beringia; Geology; Landform; Terrain; Geomorphology; Physical geography; Geography; Cartography; Glacial period","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":[0.000166803,0.0001070091,0.0001321715,0.001379066,0.0002540687,0.0004035267,0.0001215301,0.00009832624,0.0005751054],"category_scores_gemma":[0.0003241789,0.00006997633,0.00009880313,0.0008140889,0.0002571393,0.0001786922,0.0003591286,0.00008086394,0.0001004146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003306328,"about_ca_system_score_gemma":0.0001495602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02205837,"about_ca_topic_score_gemma":0.05591204,"domain_scores_codex":[0.9999393,0.00000944571,0.000005631611,0.00001833232,0.000008647445,0.0000186314],"domain_scores_gemma":[0.9997857,0.00003625482,0.00007032424,0.00002126422,0.00005218698,0.00003421177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006633192,0.00000805231,0.9852223,0.00001702229,0.00002227845,0.0001900152,0.0006699976,0.0004536229,0.005876564,0.00004053238,0.00008710181,0.007346077],"study_design_scores_gemma":[3.061203e-7,0.000003357525,0.9996365,0.000001327602,0.000001866875,0.00002150225,0.0001311961,0.000102008,0.00005392258,0.000003423064,0.00004407362,4.416412e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994658,0.00003184492,0.00005836902,0.000004418469,5.713349e-7,0.00000151334,0.0001017308,0.000003195143,0.0003325517],"genre_scores_gemma":[0.9996831,0.000018776,0.00009243457,0.000002521454,9.687817e-7,0.000001303771,0.0001220129,0.000001060863,0.00007787202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02205837,"threshold_uncertainty_score":0.04385996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908022022971903,"score_gpt":0.2331265565620707,"score_spread":0.2140463363323517,"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."}}