{"id":"W3043301932","doi":"","title":"Mountain permafrost, glacier thinning, and slope stability - a perspective from British Columbia (and Alaska)","year":2016,"lang":"en","type":"article","venue":"EGUGA","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Permafrost; Glacier; Geology; Thinning; Physical geography; Geomorphology; Perspective (graphical); Hydrology (agriculture); Geotechnical engineering; Geography; Forestry; Oceanography","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":[0.0003719789,0.0002708526,0.0002731482,0.001281874,0.002464501,0.002144662,0.0005139585,0.0006055635,0.002945483],"category_scores_gemma":[0.0006506875,0.0001674569,0.0002264087,0.003627792,0.001513063,0.0007419438,0.0006501962,0.0008572348,0.000118561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008004289,"about_ca_system_score_gemma":0.008960424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9654384,"about_ca_topic_score_gemma":0.9914058,"domain_scores_codex":[0.9998615,0.00002550134,0.000006022733,0.00002493651,0.00002862455,0.00005340665],"domain_scores_gemma":[0.9995152,0.00007545368,0.00005970164,0.00001526088,0.0001920338,0.0001423787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001423279,0.0001087903,0.9307454,0.000144133,0.0002243345,0.001083675,0.004603114,0.001314179,0.0006477234,0.005929594,0.004411824,0.05064497],"study_design_scores_gemma":[0.000005917586,0.00002612683,0.9788191,0.0002267231,0.0001600491,0.0001658322,0.01181741,0.0003837999,0.0001068669,0.001431671,0.00683361,0.00002291932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543254,0.01615988,0.0001274505,0.004137534,0.00003660782,0.000008134655,0.0009572854,0.000009520484,0.02423821],"genre_scores_gemma":[0.9868594,0.01013015,0.0001614071,0.0003166243,0.00002214906,0.000003379843,0.000275724,0.000003429422,0.00222774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03456163,"threshold_uncertainty_score":0.06953031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061911960852978,"score_gpt":0.2202545623482617,"score_spread":0.1996354427397319,"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."}}