{"id":"W7116926840","doi":"10.4224/4x2v-sj58","title":"Seismic Hazard Data: NBC 2025, Part 4","year":2025,"lang":"en","type":"dataset","venue":"NRC Digital Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hazard; Building code; Seismic risk; Seismic analysis; Seismic hazard","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004327423,0.001125825,0.001169045,0.0005294225,0.0002961593,0.002200101,0.004623411,0.000927153,0.00007303704],"category_scores_gemma":[0.001566484,0.001176924,0.0003657792,0.0006258785,0.0004175595,0.002238011,0.004035012,0.001431501,0.006701644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015505,"about_ca_system_score_gemma":0.002656486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003257401,"about_ca_topic_score_gemma":0.0001314596,"domain_scores_codex":[0.9929026,0.0001512606,0.001268017,0.002378865,0.002295515,0.00100375],"domain_scores_gemma":[0.989398,0.0003345535,0.0007527972,0.008658509,0.0004364527,0.0004196855],"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":[0.00009647397,0.000355938,0.00005508441,0.0003810194,0.0004825233,0.0007178066,0.000003355852,0.00001598439,0.00001330686,0.000003638711,0.9969142,0.0009606344],"study_design_scores_gemma":[0.0004398362,0.00006042868,0.00002695598,0.0007142404,0.0004684692,0.0001827952,0.00001755272,0.00005195742,0.0000665816,0.00003066402,0.9968956,0.001044929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002578663,0.001205362,0.000005898153,0.00003591579,0.00758273,0.0006028991,0.9266068,0.0004887598,0.06344589],"genre_scores_gemma":[0.00006843681,0.0000794127,0.00001363873,0.0002210748,0.002075091,0.00008359617,0.8893194,0.0001208824,0.1080185],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04457258,"threshold_uncertainty_score":0.9990681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485599663366041,"score_gpt":0.2793605153365675,"score_spread":0.2545045187029071,"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."}}