{"id":"W4399712543","doi":"10.3208/jgssp.v10.os-5-08","title":"Comparison of empirical seismic lateral spread displacement models based on probabilistic geotechnical hazard curves developed for Canada","year":2024,"lang":"en","type":"article","venue":"Japanese Geotechnical Society Special Publication","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geotechnical engineering; Geology; Hazard; Displacement (psychology); Probabilistic logic; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000683522,0.00028868,0.0004333748,0.00003176392,0.0001876335,0.0001051024,0.0004628575,0.000396835,0.0005598669],"category_scores_gemma":[0.0002543917,0.000222175,0.0003214029,0.0006353509,0.0002431922,0.0002748687,0.0001833195,0.0005036794,0.00002993537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120715,"about_ca_system_score_gemma":0.0003909563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00896603,"about_ca_topic_score_gemma":0.006241048,"domain_scores_codex":[0.9970376,0.00006590523,0.0007820146,0.0007069394,0.0009212812,0.0004862883],"domain_scores_gemma":[0.9987119,0.0003861494,0.0001597865,0.0004558032,0.00007979457,0.0002065868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001757202,0.0005697387,0.0003982176,0.0004547898,0.00006530385,0.000001815793,0.0003308644,0.3818482,0.0001698978,0.0005844939,0.6086843,0.006716633],"study_design_scores_gemma":[0.0003413675,0.0001756041,0.002559828,0.0001685406,0.00006553037,0.000002167551,0.00003590656,0.8711986,0.0001203298,0.0007499086,0.1242916,0.0002906659],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6743354,0.0005941821,0.08599553,0.2078051,0.002509221,0.0114125,0.000876499,0.001579995,0.01489165],"genre_scores_gemma":[0.9957238,0.00003723635,0.0007818971,0.001783298,0.0003244352,0.0002959097,0.0003915299,0.00003772601,0.0006241783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4893503,"threshold_uncertainty_score":0.9976333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0286143519094531,"score_gpt":0.30261804402987,"score_spread":0.2740036921204169,"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."}}