{"id":"W7116073425","doi":"10.71846/16-wcee-0311","title":"BRITISH COLUMBIA EARTHQUAKE EARLY WARNING SYSTEM","year":2025,"lang":"en","type":"article","venue":"World Conference of Earthquake Engineering","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0005066601,0.0004921946,0.000287129,0.001549326,0.003226171,0.002558815,0.0007747942,0.0007583889,0.054013],"category_scores_gemma":[0.002829579,0.0002940065,0.0001240226,0.001516155,0.000305176,0.0005497065,0.0007587995,0.001308672,0.007266846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01922258,"about_ca_system_score_gemma":0.04570083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975605,"about_ca_topic_score_gemma":0.9906753,"domain_scores_codex":[0.9996,0.00004366445,0.0000202156,0.00004176556,0.0001788807,0.0001154193],"domain_scores_gemma":[0.9960331,0.0001288702,0.00005764184,0.00006901398,0.003355143,0.0003562943],"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":[0.0001698262,0.00006000751,0.011991,0.00009862141,0.00001991351,0.0001930096,0.0001645675,0.001258832,0.0004882682,0.004340986,0.8822176,0.09899735],"study_design_scores_gemma":[0.0001027138,0.00003005533,0.06918513,0.0003790057,0.0000424136,0.00007920398,0.001194594,0.004604471,0.0009829476,0.001110061,0.9222131,0.00007636393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06855437,0.002547588,0.00179233,0.03666146,0.002963514,0.0004038554,0.06020371,0.001020437,0.8258526],"genre_scores_gemma":[0.1870769,0.002790964,0.002350537,0.003030766,0.0001536227,0.0002279526,0.01625162,0.0002049531,0.7879125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.054013,"threshold_uncertainty_score":0.1806915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008327151499834578,"score_gpt":0.1775843954145092,"score_spread":0.1692572439146746,"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."}}