{"id":"W427657504","doi":"","title":"How ground ice studies contribute to paleoenvironmental reconstructions at the easternmost edge of Beringia (Herschel Island, western Canadian Arctic).","year":2009,"lang":"en","type":"article","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Beringia; Arctic; Geology; Geography; Physical geography; Archaeology; Oceanography; Paleontology; Earth science","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":[0.0008652557,0.0002474246,0.0002415163,0.001233833,0.001119127,0.002896952,0.0005816885,0.0004335214,0.002972163],"category_scores_gemma":[0.002788144,0.0001863474,0.0001891614,0.001791567,0.0007538081,0.001416181,0.0006756986,0.0004684354,0.0004781459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003903058,"about_ca_system_score_gemma":0.007864751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8596328,"about_ca_topic_score_gemma":0.9690967,"domain_scores_codex":[0.9997088,0.000055899,0.00001407717,0.00007943259,0.00003797318,0.0001037878],"domain_scores_gemma":[0.9992505,0.0001442694,0.00008429454,0.0001335653,0.0002913476,0.00009596581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000154174,0.00003239525,0.8406642,0.0002476917,0.0005514158,0.0002956247,0.005078893,0.008641322,0.008175355,0.003790673,0.006501441,0.1258668],"study_design_scores_gemma":[0.000008396864,0.000007919149,0.9478331,0.0002878591,0.0001754473,0.0001160564,0.007533175,0.00434176,0.001001273,0.002246108,0.03641386,0.00003502526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405938,0.009481024,0.005386129,0.003112992,0.0001459578,0.00004333989,0.006855463,0.0001161578,0.03426503],"genre_scores_gemma":[0.9878784,0.002753706,0.004563022,0.0002232158,0.00001702729,0.000007993389,0.002200069,0.00005926475,0.002297213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1403672,"threshold_uncertainty_score":0.2823877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03025417999313268,"score_gpt":0.255690090867258,"score_spread":0.2254359108741253,"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."}}