{"id":"W4311035958","doi":"10.1007/s10346-022-01995-4","title":"Surface displacement expression of progressive failure in a sensitive clay landslide observed with long-term UAV monitoring","year":2022,"lang":"en","type":"article","venue":"Landslides","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Conetec Investigations; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Landslide; Fault scarp; Geology; Crest; Displacement (psychology); Geotechnical engineering; Natural hazard; Elevation (ballistics); Slope failure; Instability; Catastrophic failure; Deformation (meteorology); Structural failure; Slope stability; Failure mechanism; Seismology; Tectonics; Engineering; Mechanics; Materials science; Structural engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006214814,0.0001624144,0.0001184168,0.0005512833,0.0002167984,0.0002150648,0.0001688974,0.0002823647,0.0006201997],"category_scores_gemma":[0.0002017286,0.00008581281,0.000119614,0.0003248549,0.0001836238,0.0001479551,0.0001744249,0.0001644909,0.0001025438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254688,"about_ca_system_score_gemma":0.000119069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006911199,"about_ca_topic_score_gemma":0.011225,"domain_scores_codex":[0.9999605,0.000002367031,0.000001906881,0.000009865207,0.00001020404,0.00001501117],"domain_scores_gemma":[0.9998722,0.00002192522,0.00002819515,0.00001287716,0.00004008425,0.00002472375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007706189,0.0001902826,0.5057346,0.0000940183,0.00009192002,0.002495352,0.0008212166,0.01351068,0.442463,0.0002675255,0.0008905588,0.03267021],"study_design_scores_gemma":[0.000004490345,0.0001478268,0.9685942,0.000009581987,0.00002788117,0.000452561,0.0003320715,0.01920642,0.01086792,0.00003535684,0.0003100121,0.00001166919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987385,0.00004015535,0.0005352331,0.000009294392,0.000003707932,0.000003302877,0.0001365866,0.00002062456,0.0005126279],"genre_scores_gemma":[0.9996425,0.00001079404,0.000189546,0.00000182852,9.255598e-7,0.000001054393,0.00004779742,0.000001354249,0.0001041304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006911199,"threshold_uncertainty_score":0.01374191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263799218274523,"score_gpt":0.2319656998434332,"score_spread":0.219327707660688,"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."}}