{"id":"W2006136127","doi":"10.1139/t05-075","title":"Debris-flow hazards and related phenomena","year":2005,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":429,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Debris flow; Geotechnical engineering; Geology; Debris; Forensic engineering; Flow (mathematics); Environmental science; Engineering; Mining engineering; Mechanics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002829288,0.0002850232,0.0001932736,0.002637939,0.001836536,0.002058664,0.0004224626,0.0006831754,0.01172274],"category_scores_gemma":[0.001314323,0.0001194671,0.0001375077,0.003703357,0.002319918,0.0006589213,0.0004695827,0.000531816,0.0003530145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008164871,"about_ca_system_score_gemma":0.009122119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8363767,"about_ca_topic_score_gemma":0.9324011,"domain_scores_codex":[0.9996911,0.0000277566,0.000009599306,0.00001277574,0.0002073289,0.00005139871],"domain_scores_gemma":[0.9990352,0.0002130354,0.0001109744,0.00003038577,0.0005085188,0.0001018466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001535846,0.0001959505,0.07161866,0.0009578573,0.0000545324,0.002015358,0.003570355,0.007086248,0.001966173,0.3081851,0.2483547,0.3558414],"study_design_scores_gemma":[0.00001466246,0.00004635098,0.1782583,0.0003816641,0.00004028956,0.0009354703,0.006365523,0.001829718,0.0003731075,0.09242087,0.7192846,0.00004947621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1543455,0.1902402,0.005309029,0.05047841,0.003173816,0.0001829905,0.003646339,0.0001384568,0.5924854],"genre_scores_gemma":[0.7503684,0.1371293,0.002075772,0.001709427,0.002223941,0.00003168602,0.001286593,0.00002322144,0.1051517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8363767,"threshold_uncertainty_score":0.3291739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004623049300430749,"score_gpt":0.1909797033820019,"score_spread":0.1863566540815712,"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."}}