{"id":"W2198937222","doi":"10.2495/risk080041","title":"Occurrence neighbourhoods and risk assessment from landslide hazard in northern Spain","year":2008,"lang":"en","type":"article","venue":"WIT transactions on information and communication technologies","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"European Commission","keywords":"Thematic map; Hazard; Landslide; Computer science; Boundary (topology); Cartography; Geography; Geology; Mathematics; Seismology","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":[0.001052773,0.0002698499,0.0003921298,0.001881459,0.0002056524,0.001091034,0.0003838727,0.0003036318,0.001229068],"category_scores_gemma":[0.003110943,0.0001333869,0.0003645751,0.001567354,0.0002877569,0.0003562723,0.0008556499,0.0001496274,0.0002307314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007344857,"about_ca_system_score_gemma":0.0003526648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03107573,"about_ca_topic_score_gemma":0.02398244,"domain_scores_codex":[0.9996483,0.0001223765,0.00002794889,0.00008271835,0.00007118829,0.00004743361],"domain_scores_gemma":[0.9989709,0.0004701247,0.0002135082,0.0001191957,0.0001629314,0.0000633407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006336111,0.0001228227,0.7556809,0.0001630237,0.0001178146,0.0007539056,0.0007805178,0.1703513,0.001002173,0.001415201,0.0009779528,0.06800078],"study_design_scores_gemma":[0.00005099506,0.0001465635,0.7847441,0.00009068253,0.00009031848,0.0004010525,0.002327324,0.2040033,0.0009358408,0.004006647,0.003153836,0.00004933512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921817,0.0002617188,0.00495013,0.00003051112,0.000004355559,0.00002041502,0.0008571888,0.0001005585,0.001593469],"genre_scores_gemma":[0.9973936,0.0001255012,0.001253861,0.000002360165,0.000002287129,0.00001157686,0.0007929737,0.00001025167,0.0004075921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03107573,"threshold_uncertainty_score":0.06178975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007931963444289375,"score_gpt":0.2153934222464652,"score_spread":0.2074614588021758,"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."}}