{"id":"W2731586629","doi":"10.1016/j.coldregions.2017.06.013","title":"A decision support tool for dry persistent deep slab avalanches for the transitional snow climate of western Canada","year":2017,"lang":"en","type":"article","venue":"Cold Regions Science and Technology","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Snowpack; Snow; Terrain; Slab; Geology; Natural disaster; Meteorology; Cartography; Geography; Geomorphology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002432276,0.001200188,0.000742418,0.007027194,0.001323397,0.002563724,0.001432193,0.0007840508,0.01408772],"category_scores_gemma":[0.01423578,0.0004707091,0.001074769,0.003169801,0.0003730979,0.001440014,0.001122495,0.0006196842,0.001799779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004786048,"about_ca_system_score_gemma":0.008630838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2840519,"about_ca_topic_score_gemma":0.3461592,"domain_scores_codex":[0.9990718,0.0001513971,0.0001676165,0.00019502,0.0003041795,0.0001099906],"domain_scores_gemma":[0.9884025,0.007328949,0.0007936543,0.0005347364,0.002458691,0.0004814083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001678582,0.0008011847,0.1099334,0.001599207,0.0004497465,0.001999256,0.002358288,0.1872557,0.005968501,0.008569486,0.1293775,0.5500091],"study_design_scores_gemma":[0.0004091219,0.0002245032,0.03013431,0.0005644665,0.0001938842,0.0003881748,0.001712697,0.8874257,0.006237058,0.007143934,0.06533672,0.000229444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3298493,0.0006398497,0.3482227,0.002653547,0.0002187308,0.003869478,0.1410963,0.1458707,0.02757945],"genre_scores_gemma":[0.4453833,0.0003230837,0.4998002,0.000220903,0.00004070335,0.001212294,0.04753664,0.001038925,0.004444028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7159481,"threshold_uncertainty_score":0.564797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097358430855139,"score_gpt":0.2323663590228947,"score_spread":0.2213927747143433,"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."}}