{"id":"W4402236494","doi":"10.30909/vol.07.02.639663","title":"Qwelqwelústen/Mount Meager Volcanic Complex, British Columbia: Inter-eruptive landslide susceptibility assessment using statistical machine learning techniques","year":2024,"lang":"en","type":"article","venue":"Volcanica","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Alliance de recherche numérique du Canada; Mitacs","keywords":"Mount; Landslide; Volcano; Geology; Archaeology; Seismology; Physical geography; Remote sensing; Geography; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008484789,0.000245085,0.000402867,0.00003742723,0.0003673346,0.000751655,0.0003227683,0.0002098449,0.01733003],"category_scores_gemma":[0.00008710274,0.0002698851,0.0001558025,0.000360338,0.0003433141,0.0002566877,0.000541447,0.0009769037,0.0002219187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344369,"about_ca_system_score_gemma":0.00009180546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0747596,"about_ca_topic_score_gemma":0.09507466,"domain_scores_codex":[0.9972396,0.000257391,0.0005348726,0.0008602884,0.0005226099,0.0005851814],"domain_scores_gemma":[0.9990996,0.0001941383,0.00009549055,0.0003460166,0.0000283824,0.0002364436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001287729,0.001008421,0.6571981,0.0004543123,0.0007958279,0.002657239,0.00112223,0.0008700003,0.09481752,0.0008196529,0.07259613,0.1675318],"study_design_scores_gemma":[0.0009251551,0.001015475,0.2766771,0.0006629504,0.0003983258,0.0006550371,0.0003964863,0.1766384,0.0003531053,0.001968466,0.5387831,0.001526402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9056971,0.0005643029,0.05946628,0.0005570858,0.0009808282,0.001390415,0.0007312155,0.001444378,0.02916842],"genre_scores_gemma":[0.9836951,0.0001435814,0.01307386,0.0001661826,0.0001165276,0.00002077798,0.0001188326,0.00006490225,0.002600169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4661869,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496525304921256,"score_gpt":0.2756454575695694,"score_spread":0.2606802045203568,"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."}}