{"id":"W4220979844","doi":"10.5194/egusphere-egu22-808","title":"Insights into the evolution of mass flow dynamics from the seismic analysis of the 18 March 2007 Mt. Ruapehu, New Zealand lake-breakout lahar","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Lahar; Geology; Crater lake; Breakout; Geomorphology; Hydrology (agriculture); Seismometer; Volcano; Seismology; Geotechnical 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":[0.000116577,0.0002955223,0.0001920036,0.00106738,0.0005804399,0.0007105986,0.0002666471,0.0003116965,0.001883885],"category_scores_gemma":[0.0004232198,0.0002533698,0.0001526508,0.001044198,0.0005919122,0.0003110912,0.0006123874,0.0004426071,0.0002279774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134628,"about_ca_system_score_gemma":0.0006074625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2381296,"about_ca_topic_score_gemma":0.5125788,"domain_scores_codex":[0.9999316,0.000003120525,0.000003168482,0.00001517957,0.00002686227,0.00002010539],"domain_scores_gemma":[0.9998641,0.00001177031,0.00004217739,0.000006956699,0.00003557866,0.00003947588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005679972,0.00012135,0.7761645,0.0001210133,0.0001020004,0.004852665,0.01640858,0.002704197,0.1518575,0.0006029542,0.002557424,0.04393984],"study_design_scores_gemma":[0.000005103949,0.00001866144,0.9967956,0.000005676263,0.000008066242,0.00009816082,0.0009764167,0.0005977291,0.0004364462,0.00001596271,0.001034884,0.000007361718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968502,0.00003901097,0.0001380302,0.000073253,0.000003158116,0.0000120865,0.0003668201,0.00001967979,0.002497749],"genre_scores_gemma":[0.997744,0.0000642167,0.0003882225,0.00001835195,0.000005708282,0.00001018486,0.0004659623,0.00001212688,0.001291213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2381296,"threshold_uncertainty_score":0.4734871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070839621958058,"score_gpt":0.2172640922443121,"score_spread":0.2065556960247315,"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."}}