{"id":"W2158215093","doi":"10.1007/s10346-007-0103-2","title":"Morphological methods and dynamic modelling in landslide hazard assessment of the Campania Apennine carbonate slope","year":2007,"lang":"en","type":"article","venue":"Landslides","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Landslide; Geology; Natural hazard; Pyroclastic rock; Debris; Geomorphology; Hazard analysis; Landslide classification; Debris flow; Natural (archaeology); Hazard; Geotechnical engineering; Seismology; Volcano; Paleontology","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":[0.0002649806,0.0003627102,0.000224158,0.0009371994,0.0003044551,0.0009523836,0.0005150369,0.0004030149,0.001164914],"category_scores_gemma":[0.001045863,0.0002660872,0.000356425,0.000849246,0.0004609617,0.0004229699,0.0003873862,0.0002438624,0.0001511154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004405764,"about_ca_system_score_gemma":0.0004066169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01431717,"about_ca_topic_score_gemma":0.01429302,"domain_scores_codex":[0.9999249,0.00002050369,0.000007264273,0.00002105472,0.00001718531,0.000009059099],"domain_scores_gemma":[0.9997968,0.0001007552,0.00002996636,0.00001971658,0.00003952544,0.00001322427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001102926,0.00005666525,0.0131833,0.0001092373,0.00005252147,0.0003003716,0.0001991021,0.7963589,0.00926812,0.0109065,0.0006303731,0.1688246],"study_design_scores_gemma":[0.000004177464,0.00001706813,0.007627535,0.000011679,0.000009108657,0.00009405827,0.00007859065,0.9878069,0.0009714123,0.002475863,0.000893231,0.00001045639],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5724247,0.0008410803,0.4199189,0.0003415081,0.00005865125,0.00007891214,0.0003036366,0.0003218846,0.005710681],"genre_scores_gemma":[0.9546139,0.0003867336,0.04249754,0.00001159186,0.00001596068,0.00004858543,0.0001304069,0.00006053455,0.00223485],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01431717,"threshold_uncertainty_score":0.02846771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196276562492466,"score_gpt":0.3026972943879824,"score_spread":0.2907345287630577,"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."}}