{"id":"W4243542961","doi":"10.5194/nhessd-2-1945-2014","title":"Landslide susceptibility near highways is increased by one order of magnitude in the Andes of southern Ecuador, Loja province","year":2014,"lang":"en","type":"preprint","venue":"","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Landslide; Interurban; Confidence interval; Geology; Andesite; Generalized additive model; Magnitude (astronomy); Physical geography; Geography; Geomorphology; Seismology; Statistics; Mathematics","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":[0.0002937266,0.0001775166,0.0001566341,0.0007849958,0.0002703018,0.0006571906,0.0002254705,0.0001296729,0.001301488],"category_scores_gemma":[0.001388199,0.0001024618,0.0001163164,0.0007692021,0.000326546,0.0003073174,0.0004371783,0.0001517311,0.00009128571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002948773,"about_ca_system_score_gemma":0.0001674286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01660174,"about_ca_topic_score_gemma":0.02316193,"domain_scores_codex":[0.9997929,0.000060747,0.00001776837,0.00005386188,0.00002887085,0.00004594905],"domain_scores_gemma":[0.9993606,0.0001101958,0.0003669658,0.00003697009,0.00007264576,0.00005258551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004112926,0.00002894911,0.9925032,0.0000213796,0.00003439314,0.000180775,0.0008467577,0.00006927869,0.0006482257,0.00005786569,0.00007691164,0.005491152],"study_design_scores_gemma":[0.000001186779,0.00001108302,0.9980606,0.000006779087,0.000008005744,0.00005509018,0.001519974,0.00009567592,0.00005464155,0.00001341985,0.00017245,0.000001074411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995808,0.00006402985,0.00003965507,0.00001978102,7.815649e-7,0.000001466024,0.00003965265,0.000002073578,0.0002516898],"genre_scores_gemma":[0.9997179,0.00006222271,0.00004060431,0.000004024806,0.000001178286,0.000002406379,0.00005026263,5.127172e-7,0.0001209386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01660174,"threshold_uncertainty_score":0.03301024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008419647142113781,"score_gpt":0.2139514320269655,"score_spread":0.2055317848848517,"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."}}