{"id":"W1986639910","doi":"10.1002/ppp.578","title":"Dynamics of active‐layer detachment failures, Fosheim Peninsula, Ellesmere Island, Nunavut, Canada","year":2007,"lang":"en","type":"article","venue":"Permafrost and Periglacial Processes","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Geology; Peninsula; Landslide; Active layer; Front (military); Permafrost; Mass movement; Geomorphology; Oceanography; Layer (electronics); Seismology; Archaeology; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001908941,0.0002818295,0.0003438058,0.00008717503,0.0003197647,0.00006843809,0.0002151272,0.0001180824,0.004888328],"category_scores_gemma":[0.00004136458,0.0002372824,0.00004893082,0.0003014392,0.0001658421,0.0002553242,0.00003104117,0.0001865799,0.00001261009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002345544,"about_ca_system_score_gemma":0.0004383258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4368155,"about_ca_topic_score_gemma":0.9981248,"domain_scores_codex":[0.9983401,0.0000213037,0.0003671992,0.0003517922,0.00040424,0.000515347],"domain_scores_gemma":[0.9991215,0.000166774,0.0001501588,0.0001581941,0.000169846,0.0002334942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003179946,0.00002986951,0.9885683,0.0002701473,0.00003170906,0.00005080485,0.001583533,0.00002367119,0.0002641752,0.00003688436,0.0008412664,0.007981666],"study_design_scores_gemma":[0.0008685761,0.0001987056,0.9349139,0.0000782143,0.00007443901,0.0001039537,0.005372643,0.001561056,0.003159525,0.0001693976,0.0528041,0.000695543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737022,0.001673778,0.00003104558,0.0008341713,0.0003511683,0.0002263705,0.01628134,0.00002165856,0.006878251],"genre_scores_gemma":[0.9930297,0.0006784232,0.00002703292,0.000377923,0.0003071591,0.000002075631,0.005226643,0.00001052785,0.0003405532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5613093,"threshold_uncertainty_score":0.9960213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559102677902299,"score_gpt":0.2359823896635051,"score_spread":0.2203913628844821,"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."}}