{"id":"W4392758445","doi":"10.5194/egusphere-egu24-13638","title":"Exploring the entrainment of liquefied bed material in landslides","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Landslide; Entrainment (biomusicology); Geotechnical engineering; Geology; Hydrology (agriculture); Environmental science; Physics","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":[0.000214959,0.0002022763,0.0001826017,0.0006407351,0.0002689227,0.0005876124,0.0002815062,0.0003182282,0.0008150855],"category_scores_gemma":[0.0005669689,0.0002532312,0.0002092842,0.0003387339,0.0003060694,0.0003726379,0.0003593712,0.0001938091,0.00008720312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005017943,"about_ca_system_score_gemma":0.0003150024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02178597,"about_ca_topic_score_gemma":0.03603417,"domain_scores_codex":[0.9999367,0.000009477248,0.000003012298,0.00001403251,0.00001483131,0.00002202827],"domain_scores_gemma":[0.9998409,0.00006983322,0.00003525208,0.000007135362,0.00002675428,0.00002017559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005970647,0.0001869548,0.6045884,0.0001572835,0.0001495981,0.003565093,0.002050478,0.2742604,0.08418666,0.001853025,0.0001594957,0.02824553],"study_design_scores_gemma":[0.00001381741,0.0003435909,0.5748018,0.00003499513,0.00006257313,0.0004516791,0.002411195,0.3950603,0.02482443,0.001000846,0.0009433528,0.00005145918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986297,0.00002310182,0.0008701736,0.000006265868,4.11972e-7,0.000004413502,0.00003712679,0.000007371227,0.0004215546],"genre_scores_gemma":[0.9991311,0.00002693978,0.0005230523,0.000001785238,3.189132e-7,0.000002304889,0.00003683882,0.000002810466,0.0002748311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02178597,"threshold_uncertainty_score":0.04331833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328218497147491,"score_gpt":0.2337222809344813,"score_spread":0.2009004312197322,"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."}}