{"id":"W2611152713","doi":"10.36487/acg_rep/1604_27_glover","title":"Attenuator systems — an old method to deviate rocks but a new testing method for developing a design concept","year":2016,"lang":"en","type":"article","venue":"","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rockfall; Attenuator (electronics); Deflection (physics); Geology; Geotechnical engineering; Structural engineering; Computer science; Engineering; Attenuation; Landslide; Optics","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":[0.004123371,0.001260689,0.0004761833,0.001670532,0.0009065571,0.002161111,0.001872418,0.001123068,0.009720743],"category_scores_gemma":[0.004053198,0.0006098339,0.0004931782,0.0005930603,0.003288435,0.003263954,0.001707937,0.002850242,0.003037012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201839,"about_ca_system_score_gemma":0.001692785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000671,"about_ca_topic_score_gemma":0.001332584,"domain_scores_codex":[0.996536,0.0006407198,0.0001428869,0.0003278415,0.002221347,0.0001311239],"domain_scores_gemma":[0.9970816,0.0005754757,0.0002348364,0.0006946026,0.001208593,0.0002048203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001872063,0.0003685676,0.002107239,0.001117815,0.00005700459,0.0003779435,0.002963068,0.009352592,0.1149427,0.3029923,0.02263606,0.5428975],"study_design_scores_gemma":[0.00015461,0.003064968,0.003549688,0.001025186,0.00008070493,0.001553808,0.001684595,0.02707591,0.09676919,0.09110407,0.773688,0.0002493185],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01575767,0.001688823,0.9288698,0.001694572,0.0007442287,0.0007984416,0.000136306,0.001626022,0.04868405],"genre_scores_gemma":[0.09201813,0.001865373,0.8701499,0.0007110233,0.0002074675,0.001013939,0.0001634167,0.0007346781,0.0331361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009720743,"threshold_uncertainty_score":0.0325191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06023751071018418,"score_gpt":0.3155254095526787,"score_spread":0.2552878988424945,"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."}}