{"id":"W7149425618","doi":"10.5281/zenodo.19412298","title":"Risk Assessment of Geotechnical Slope Instability","year":2020,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rockfall; Rockslide; Landslide; Fragility; Hazard; Vulnerability (computing); Risk assessment; Hazard analysis; Natural hazard","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001249984,0.0009101311,0.0003209255,0.003114301,0.0003092044,0.001298597,0.0004834039,0.0006051874,0.001761116],"category_scores_gemma":[0.003028209,0.0001889132,0.0005844877,0.0009729138,0.0003333992,0.0005798336,0.001090827,0.0002879172,0.0002437027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212099,"about_ca_system_score_gemma":0.000737057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007519416,"about_ca_topic_score_gemma":0.007446086,"domain_scores_codex":[0.9989113,0.0003486609,0.00005322158,0.00008576353,0.000503855,0.00009725829],"domain_scores_gemma":[0.9982521,0.0006235627,0.0004042515,0.0001053401,0.0005201336,0.00009452846],"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":[0.0004338303,0.0001564514,0.129307,0.0002833131,0.0002874193,0.001193159,0.0004940823,0.7380819,0.009044478,0.009855027,0.002223761,0.1086398],"study_design_scores_gemma":[0.00001999981,0.001063143,0.09664924,0.00011271,0.0002123104,0.0008214848,0.001231293,0.8812466,0.004538795,0.008654788,0.00534132,0.0001082934],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8383517,0.001103652,0.1323845,0.0003641352,0.0000401508,0.0004859506,0.001468946,0.0004056403,0.02539541],"genre_scores_gemma":[0.9925767,0.0001867745,0.005101561,0.0000080623,0.000008208302,0.00003560807,0.0002761043,0.000006866219,0.001800061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007519416,"threshold_uncertainty_score":0.01495129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524924117074503,"score_gpt":0.2491494841588359,"score_spread":0.2239002429880909,"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."}}