{"id":"W2102315718","doi":"","title":"THE NORTH AMERICAN PUBLIC AVALANCHE DANGER SCALE","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Scale (ratio); Warning system; Hazard; Natural hazard; Computer security; Geography; Engineering; Computer science; Telecommunications; Meteorology; Cartography","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":[0.003668153,0.0003567085,0.0003288362,0.002946587,0.001460595,0.001648834,0.0009658,0.0004672588,0.01605429],"category_scores_gemma":[0.01046098,0.0002114591,0.0003633181,0.002771101,0.0008880981,0.001994184,0.002086716,0.001267674,0.002468291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360993,"about_ca_system_score_gemma":0.006796898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0541904,"about_ca_topic_score_gemma":0.1006596,"domain_scores_codex":[0.9950975,0.0009907749,0.0002908487,0.0002592453,0.00307608,0.0002855397],"domain_scores_gemma":[0.9868543,0.001263895,0.001023473,0.000523967,0.009649364,0.0006850354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003266918,0.0005125907,0.1537186,0.0006203915,0.00009060724,0.0003578798,0.00809402,0.002910607,0.002240398,0.03529131,0.3253476,0.4704894],"study_design_scores_gemma":[0.00004923986,0.000259193,0.4114151,0.0004872811,0.00006455745,0.0004977856,0.01286764,0.004580002,0.001186057,0.01295383,0.5554804,0.0001590008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3674786,0.001473454,0.04032169,0.007995872,0.0008193587,0.003561081,0.016423,0.001750179,0.5601769],"genre_scores_gemma":[0.8223945,0.003021311,0.06424059,0.001573084,0.0002194146,0.006552643,0.01867259,0.0002909403,0.08303484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0541904,"threshold_uncertainty_score":0.1077499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00767459881747763,"score_gpt":0.2403312249975092,"score_spread":0.2326566261800316,"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."}}