{"id":"W2103415175","doi":"","title":"VULNERABILITY: CAUGHT IN AN AVALANCHE - THEN WHAT ARE THE ODDS?","year":2012,"lang":"en","type":"article","venue":"Proceedings, 2012 International Snow Science Workshop, Anchorage, Alaska","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Vulnerability (computing); Vulnerability assessment; Risk assessment; Poison control; Geography; Scale (ratio); Computer security; Computer science; Cartography; Environmental health; Psychology; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005308349,0.000790254,0.00101084,0.002344702,0.001123761,0.004307391,0.0009270422,0.001580732,0.00536425],"category_scores_gemma":[0.03672934,0.0004297823,0.001001209,0.002021925,0.003288606,0.01010652,0.002096043,0.002644313,0.0006896821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002254098,"about_ca_system_score_gemma":0.00115479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008641877,"about_ca_topic_score_gemma":0.01091736,"domain_scores_codex":[0.9965988,0.001072114,0.0003064863,0.0004858982,0.001098572,0.0004381251],"domain_scores_gemma":[0.9852136,0.009157679,0.002765357,0.0005115264,0.001624069,0.0007277864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005413865,0.0001831748,0.6976032,0.001843867,0.001049948,0.00254442,0.009710855,0.00599395,0.002428777,0.06843254,0.009615278,0.2000527],"study_design_scores_gemma":[0.00002938703,0.000365878,0.4725762,0.003002325,0.0007231235,0.008097244,0.04701022,0.007685961,0.002259685,0.425039,0.03292919,0.0002817002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7358456,0.03981327,0.05632288,0.06752676,0.001029754,0.0002584028,0.003334533,0.0002317635,0.09563702],"genre_scores_gemma":[0.9866534,0.006021922,0.004043887,0.001027438,0.0002313763,0.00005773326,0.0002063095,0.00003577861,0.001722131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008641877,"threshold_uncertainty_score":0.02807355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825354031156684,"score_gpt":0.2793472835194775,"score_spread":0.2610937432079106,"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."}}