{"id":"W2071950136","doi":"10.1016/j.geomorph.2011.09.014","title":"Erosion and channel change as factors of landslides and valley formation in Champlain Sea Clays: The Chacoura River, Quebec, Canada","year":2011,"lang":"en","type":"article","venue":"Geomorphology","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministère des Transports; Université Laval","funders":"","keywords":"Landslide; Geology; Erosion; Channel (broadcasting); Landslide classification; Geomorphology; Debris; Ravine; Debris flow; Bank erosion; Hydrology (agriculture); Landslide mitigation; Geotechnical engineering; Geography; Archaeology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006351189,0.0002972109,0.0004066025,0.001301565,0.003377481,0.001913924,0.001607669,0.0007153875,0.003020997],"category_scores_gemma":[0.001642671,0.0003887687,0.0004728695,0.003074512,0.00138264,0.0005618149,0.0007533492,0.0007723277,0.0003225515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02814567,"about_ca_system_score_gemma":0.02456587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997162,"about_ca_topic_score_gemma":0.9992804,"domain_scores_codex":[0.9995205,0.00008011245,0.00002726882,0.00008693944,0.0001161363,0.0001689448],"domain_scores_gemma":[0.9978856,0.000273907,0.0002524018,0.00005220651,0.001028836,0.0005069358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001712429,0.0001132427,0.9848396,0.00003104555,0.0001066241,0.0002711119,0.002956645,0.001251393,0.000717215,0.000357636,0.002168472,0.007015769],"study_design_scores_gemma":[0.00001312578,0.000014512,0.9944272,0.00002022676,0.00001957282,0.00003477662,0.003216132,0.001034913,0.00009044402,0.00003062062,0.001082199,0.00001625179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967384,0.0002330813,0.00009996416,0.0002725826,0.000007606072,0.0000270837,0.001024057,0.00001103663,0.001586134],"genre_scores_gemma":[0.9957271,0.0001474363,0.0001750551,0.00005425276,0.000004114844,0.0000168492,0.0006964855,0.000008958551,0.0031698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02814567,"threshold_uncertainty_score":0.2042121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184517268370787,"score_gpt":0.1962446231337135,"score_spread":0.1743994504500057,"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."}}