{"id":"W4390275340","doi":"10.1785/0120230182","title":"The 2022 Aotearoa New Zealand National Seismic Hazard Model: Process, Overview, and Results","year":2023,"lang":"en","type":"article","venue":"Bulletin of the Seismological Society of America","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Western University","funders":"","keywords":"Aotearoa; Hazard; Process (computing); Corporate governance; Seismology; Computer science; Geography; Geology; Engineering; Political science; Business; Finance; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006660383,0.001211621,0.0007506311,0.00223368,0.0004195651,0.002162965,0.002260829,0.0007040983,0.008092494],"category_scores_gemma":[0.01520364,0.0005702826,0.001007303,0.002531074,0.0003851448,0.001223752,0.001292641,0.0009484058,0.003326534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005478833,"about_ca_system_score_gemma":0.009902602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5026597,"about_ca_topic_score_gemma":0.287096,"domain_scores_codex":[0.9983411,0.0003364877,0.0001013645,0.0001878185,0.0009360223,0.00009719554],"domain_scores_gemma":[0.9941865,0.0007466224,0.0003284639,0.0004914236,0.003943659,0.0003033776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001058602,0.0004814864,0.0582272,0.002563533,0.0009487023,0.000313615,0.000340663,0.4074371,0.004603751,0.01131314,0.3135997,0.1991125],"study_design_scores_gemma":[0.001006136,0.0003276604,0.08398078,0.001344424,0.0008795665,0.0001698573,0.0004213635,0.4581601,0.007785675,0.008882921,0.436645,0.0003964472],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.120714,0.006412003,0.1293131,0.008515937,0.0008640043,0.006652771,0.5974163,0.008192642,0.1219193],"genre_scores_gemma":[0.3197306,0.006386329,0.1131981,0.0007443227,0.0001899276,0.004276679,0.5291884,0.003403386,0.02288222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5026597,"threshold_uncertainty_score":0.9994677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610432350991556,"score_gpt":0.2466302409166153,"score_spread":0.2205259174066998,"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."}}