{"id":"W2077320165","doi":"10.5194/nhess-4-187-2004","title":"Design of a geodetic database and associated tools for monitoring rock-slope movements: the example of the top of Randa rockfall scar","year":2004,"lang":"en","type":"article","venue":"Natural hazards and earth system sciences","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université Joseph Fourier; Université Laval","keywords":"Rockfall; Geodetic datum; Database; Geology; Movement (music); Mass movement; Mining engineering; Computer science; Landslide; Geodesy; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001142648,0.0001049249,0.0002139191,0.00002503964,0.0003563005,0.00005931911,0.0002790627,0.00005761331,0.000009121428],"category_scores_gemma":[0.00008143578,0.00004783117,0.00005592691,0.0003118651,0.0003080716,0.0003171904,0.0001337708,0.00008222723,3.200663e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002557055,"about_ca_system_score_gemma":0.00004965152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013195,"about_ca_topic_score_gemma":0.00003996077,"domain_scores_codex":[0.9987426,0.00007609306,0.0002924217,0.0002240063,0.0004654751,0.0001994019],"domain_scores_gemma":[0.9993279,0.0002600128,0.000189884,0.0001530436,0.0000324659,0.00003671709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000723069,0.0003731584,0.1690756,0.001945906,0.0006649798,0.000008271337,0.0127318,0.2940486,0.2376199,0.003220677,0.0001850872,0.2794029],"study_design_scores_gemma":[0.01111764,0.002225972,0.4510856,0.007374707,0.0005309622,0.00007334062,0.01083501,0.3439167,0.1691956,0.0009627288,0.001341827,0.001339969],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996159,0.001797124,0.001034473,0.00005935823,0.000277481,0.0005201195,0.00004124647,0.000008429577,0.0001027419],"genre_scores_gemma":[0.9992011,0.0001014763,0.0006079925,0.000009206937,0.00001666964,0.000007826799,0.000001373923,0.000003824649,0.00005048191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.28201,"threshold_uncertainty_score":0.2740411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132237998767543,"score_gpt":0.2369762073808432,"score_spread":0.2156538273931678,"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."}}