{"id":"W4416534248","doi":"10.1007/978-3-031-95107-7_22","title":"Outburst Floods in the Lake of Two Mountains","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Flood myth; Flooding (psychology); Glacier; Hydrology (agriculture); Glacial period; River flood; Delta; Snow; Spring (device)","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":[0.0001475187,0.0000758134,0.000129672,0.0004962005,0.002228782,0.0008715255,0.0002679607,0.0004040371,0.002228839],"category_scores_gemma":[0.0005637998,0.00009817258,0.0000840284,0.0007851188,0.0006675943,0.0005706871,0.0009055802,0.0005169444,0.0001104347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009432992,"about_ca_system_score_gemma":0.0006855263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07294313,"about_ca_topic_score_gemma":0.2553553,"domain_scores_codex":[0.9999475,0.0000102291,0.000002787944,0.000006410215,0.00001055813,0.00002249224],"domain_scores_gemma":[0.9998435,0.00003609649,0.00004364544,0.00000725707,0.00001960833,0.00004988147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008187583,0.0002258182,0.6391572,0.0003093927,0.0001351913,0.01476226,0.179093,0.003101963,0.004953249,0.02969942,0.0499481,0.07779569],"study_design_scores_gemma":[0.00002086595,0.00005072456,0.9207126,0.00004206072,0.0000180174,0.0004677356,0.04409819,0.0006776572,0.0002175589,0.001900634,0.03178088,0.00001317177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988871,0.0002330808,0.00005893234,0.0008887378,0.00001766268,0.000004773426,0.0002038726,0.000008537629,0.009713368],"genre_scores_gemma":[0.9954523,0.0002739903,0.00004211482,0.00008470123,0.00003963882,0.000004016047,0.0001703007,0.000006709111,0.003926173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9270568,"threshold_uncertainty_score":0.1450371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239078147867127,"score_gpt":0.210296120921173,"score_spread":0.1979053394425017,"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."}}