{"id":"W4385981410","doi":"10.1051/e3sconf/202341504001","title":"Debris-flow activity and sediment dynamics in the landslide-influenced Lattenbach catchment, Austria","year":2023,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Landslide; Debris; Debris flow; Drainage basin; Sediment; Geology; Hydrology (agriculture); Channel (broadcasting); Landslide classification; Mass wasting; Structural basin; Terrain; Geomorphology; Geography; Geotechnical engineering; Oceanography; Cartography","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":[0.0002210614,0.0001920879,0.0002697722,0.0009498206,0.0002195551,0.0008162005,0.0001877469,0.0002787893,0.0006678801],"category_scores_gemma":[0.0004289995,0.0001525394,0.000208417,0.000862678,0.0003912074,0.0002809011,0.0004962611,0.0001266243,0.0001639697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008817692,"about_ca_system_score_gemma":0.0002748755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02679085,"about_ca_topic_score_gemma":0.04004122,"domain_scores_codex":[0.9998736,0.00001686415,0.00001046497,0.0000367442,0.00002064276,0.00004167377],"domain_scores_gemma":[0.9998342,0.00002567091,0.00006318684,0.000009737288,0.0000258701,0.00004133261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001837242,0.0001405667,0.9817771,0.0000372762,0.00005082358,0.000735487,0.001100198,0.003305528,0.006133081,0.0001318437,0.0001737602,0.006230594],"study_design_scores_gemma":[0.000007276508,0.00003063268,0.9975909,0.00000560135,0.000007800868,0.00008056722,0.0003974937,0.001537131,0.0001253447,0.00002655536,0.0001877316,0.000002962485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998279,0.00002111102,0.00002217835,0.000003180414,3.062045e-7,0.000001556606,0.00005693186,0.000001973171,0.00006478241],"genre_scores_gemma":[0.9996912,0.00002831972,0.00005581646,0.000002410937,8.579742e-7,0.000003011243,0.0001412598,0.000001200027,0.00007587347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02679085,"threshold_uncertainty_score":0.05326986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373441219533259,"score_gpt":0.2513995806994621,"score_spread":0.2376651685041295,"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."}}