{"id":"W4309152192","doi":"10.1061/9780784484449.025","title":"A New Landslide Runout Model and Implications for Understanding Post Wildfire and Earthquake Threats to Communities in California","year":2022,"lang":"en","type":"article","venue":"Lifelines 2022","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Electric (Canada); Alberta Bible College","funders":"","keywords":"Landslide; Debris; Debris flow; Geology; Run-out; Natural hazard; Geotechnical engineering; Mining engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002803911,0.0005363347,0.0003903263,0.0003236753,0.0006460629,0.0009270364,0.0009726714,0.0005925267,0.00243938],"category_scores_gemma":[0.0006063897,0.0002688512,0.0003325678,0.0002292869,0.0004458013,0.0006160673,0.0005423625,0.0005782468,0.0001276597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077971,"about_ca_system_score_gemma":0.001670383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2048656,"about_ca_topic_score_gemma":0.1434521,"domain_scores_codex":[0.999952,0.000008377756,0.000002502003,0.00001631939,0.000008373762,0.00001247912],"domain_scores_gemma":[0.999803,0.00008253334,0.00002774277,0.000009135447,0.00004604326,0.00003152212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001393097,0.00001957054,0.001629696,0.000004481947,0.000004029544,0.00001978907,0.00001044164,0.995574,0.0001107853,0.0008351417,0.0002807442,0.001497379],"study_design_scores_gemma":[0.000003912735,0.0000048968,0.0002062187,0.000001309604,0.000002063588,0.00000165573,0.00000505199,0.9993786,0.00002338547,0.0002308767,0.0001403061,0.000001705002],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8355195,0.0004759781,0.1386292,0.0007752605,0.00009510849,0.00009954452,0.001168562,0.001027894,0.02220894],"genre_scores_gemma":[0.9795356,0.0002145274,0.01339042,0.00005187075,0.00002534191,0.00004815549,0.0005087975,0.00005421444,0.006171093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2048656,"threshold_uncertainty_score":0.4073464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537220833974964,"score_gpt":0.264281206339071,"score_spread":0.2289089979993214,"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."}}