{"id":"W1640184946","doi":"10.1002/2014gl060677","title":"Erosion dynamics following localized permafrost slope disturbances","year":2014,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; ArcticNet","keywords":"Disturbance (geology); Channelized; Erosion; Geology; Permafrost; Sediment; Bank erosion; Channel (broadcasting); Geomorphology; Hydrology (agriculture); Environmental science; Oceanography; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001560298,0.0001102336,0.00021323,0.0003320584,0.0002584055,0.0003512407,0.0001424961,0.0002416002,0.0006497381],"category_scores_gemma":[0.0004299208,0.00007773971,0.0001363399,0.0003311808,0.0002630196,0.0001623219,0.0002709763,0.0001648041,0.00009129973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004040317,"about_ca_system_score_gemma":0.0001143812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007244147,"about_ca_topic_score_gemma":0.01118049,"domain_scores_codex":[0.9999336,0.0000100233,0.000003793229,0.00002143842,0.00001183598,0.00001936782],"domain_scores_gemma":[0.9997672,0.00003707717,0.00009888377,0.00001349105,0.0000357826,0.00004749376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004875146,0.0001530017,0.9462,0.0000291166,0.00006591745,0.0004879046,0.0006027127,0.003085917,0.04221888,0.00006443114,0.000107515,0.006497151],"study_design_scores_gemma":[0.00000212814,0.00006730672,0.9987766,0.000001190236,0.000003317395,0.00003501634,0.00009379103,0.0006171319,0.0003476476,0.00001324347,0.00004080246,0.000001670221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998811,0.000009010168,0.00001824355,0.000001590266,1.890163e-7,7.094025e-7,0.00002524332,8.430021e-7,0.00006291825],"genre_scores_gemma":[0.9998713,0.000005503367,0.00001288429,0.000001838516,3.987759e-7,0.000001247218,0.00005992933,2.657061e-7,0.0000467577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007244147,"threshold_uncertainty_score":0.01440394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117175602107481,"score_gpt":0.2967465473153826,"score_spread":0.2555747912943078,"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."}}