{"id":"W4382278460","doi":"10.1007/s11069-023-06067-x","title":"Megalandslides and deglaciation: modelling of two case studies in the Central Andes","year":2023,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Agencia Nacional de Investigación y Desarrollo; Simon Fraser University","keywords":"Deglaciation; Geology; Landslide; Glacial period; Glacier; Rock mass classification; Natural hazard; Geomorphology; Physical geography; Rockslide; Geotechnical engineering; Geography; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004006628,0.00009350657,0.0001388932,0.00004116266,0.0001162928,0.00001842398,0.00009369203,0.00004819778,0.00003233195],"category_scores_gemma":[0.00003171296,0.00005090399,0.00003811756,0.0003850688,0.0001490966,0.0001326607,0.00009052303,0.000164339,0.000009469419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004391926,"about_ca_system_score_gemma":0.000006081788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002791256,"about_ca_topic_score_gemma":0.0003173171,"domain_scores_codex":[0.9991669,0.000053668,0.0001715707,0.0001580859,0.0002270544,0.0002227207],"domain_scores_gemma":[0.9996901,0.0001215164,0.00004685824,0.0001031814,0.00001004655,0.00002834513],"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":[0.0002404339,0.0001561286,0.5397471,0.0002330084,0.000287054,0.005491605,0.06106288,0.2786091,0.001729756,0.001916226,0.009119914,0.1014068],"study_design_scores_gemma":[0.004098681,0.0002541943,0.1313797,0.0002237911,0.0001848627,0.003526876,0.01371327,0.8297372,0.001940894,0.01163793,0.002446928,0.0008556424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997483,0.001146519,0.000018842,0.0002880356,0.0001761229,0.0001144753,0.000004473193,0.0000235931,0.0007449901],"genre_scores_gemma":[0.9988287,0.0007043091,0.0001957665,0.00005523437,0.00004017079,0.00000544785,0.000003828407,0.000005324016,0.0001612153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5511281,"threshold_uncertainty_score":0.2075805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03586726878111877,"score_gpt":0.2993544810888491,"score_spread":0.2634872123077303,"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."}}