{"id":"W2433278996","doi":"10.1139/cgj-2016-0073","title":"Large-scale successive boulder impacts on a rigid barrier shielded by gabions","year":2016,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hong Kong Government; Hong Kong University of Science and Technology","keywords":"Debris; Shielded cable; Impact; Debris flow; Impact energy; Geotechnical engineering; Shield; Flow (mathematics); Environmental science; Geology; Structural engineering; Engineering; Mechanics; Physics; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003150204,0.0001780329,0.0001704639,0.00008252183,0.0004672843,0.00008855352,0.0003983087,0.0003384859,0.01595913],"category_scores_gemma":[0.0001477145,0.0001005165,0.0001422756,0.0001883356,0.0001880052,0.0001995065,0.00006502432,0.0006253417,0.0009783698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007210809,"about_ca_system_score_gemma":0.0001712132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003584272,"about_ca_topic_score_gemma":0.01309688,"domain_scores_codex":[0.9982076,0.00005856826,0.0002640154,0.0002732087,0.0003363341,0.0008602779],"domain_scores_gemma":[0.9975863,0.00006424675,0.00008803327,0.0002678564,0.00001517384,0.001978453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009005309,0.0001442692,0.008780344,0.000003143613,0.00007867649,0.0007622607,0.0002983862,0.0007503097,0.01641891,0.0003042367,0.9564579,0.01591149],"study_design_scores_gemma":[0.001642387,0.0003547071,0.01050063,0.0001623347,0.00004465658,0.0004950686,0.00008328308,0.000519253,0.001875162,0.002034089,0.9817204,0.0005679757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.893141,0.0003832057,0.0105987,0.06349315,0.001210755,0.0005823701,0.0008151955,0.000157474,0.02961816],"genre_scores_gemma":[0.9936938,0.0001223826,0.00005602949,0.002814006,0.0001267273,0.000004553115,0.000003777711,0.00002293889,0.003155741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005529,"threshold_uncertainty_score":0.9997995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004506968688715426,"score_gpt":0.2148806036646282,"score_spread":0.2103736349759127,"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."}}