{"id":"W205654371","doi":"","title":"Simple calculations of avalanche risk for backcountry skiing","year":2009,"lang":"en","type":"article","venue":"DORA WSL (Swiss Federal Institute for Forest, Snow and Landscape Research)","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mountaineering; Climbing; Range (aeronautics); Poison control; Event (particle physics); Environmental science; Physical geography; Geography; Meteorology; Engineering; Physics; Archaeology; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008832876,0.0001946116,0.0003005646,0.0001027105,0.001008404,0.0001427751,0.0002406259,0.0002042613,0.0001745565],"category_scores_gemma":[0.0001720996,0.0001426856,0.0001616255,0.0002944015,0.0002766577,0.0003691812,0.0001104668,0.0002900372,0.00001880495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006250879,"about_ca_system_score_gemma":0.00004617128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009053261,"about_ca_topic_score_gemma":0.0016452,"domain_scores_codex":[0.9981419,0.00005190181,0.0003457547,0.000406478,0.0004090324,0.0006449191],"domain_scores_gemma":[0.9991047,0.0002108829,0.0001098062,0.0002671779,0.0000770764,0.0002303067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002714562,0.001196875,0.3686307,0.000575529,0.0004715247,0.00004533049,0.002143452,0.0678187,0.003491596,0.05590388,0.3639533,0.1330546],"study_design_scores_gemma":[0.005730706,0.001965713,0.1550045,0.0002130515,0.0001411907,0.00004278496,0.0004631444,0.1206006,0.001173549,0.08326992,0.6304748,0.0009199475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765357,0.0008199529,0.006985534,0.001316784,0.0001975111,0.001675155,0.000576607,0.00007652546,0.01181627],"genre_scores_gemma":[0.9965119,0.0005808406,0.001411916,0.0000691286,0.000176647,0.00004640652,0.0003782652,0.00002295757,0.0008018971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2665215,"threshold_uncertainty_score":0.7755928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873628756971547,"score_gpt":0.3179962689707403,"score_spread":0.2892599814010248,"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."}}