{"id":"W4398173399","doi":"10.36404/gejc1227","title":"Seismic Snapshots - Second Quarter 2024 - PESA News Issue 173","year":2024,"lang":"en","type":"article","venue":"PESA News","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; Geology; History; Archaeology","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":[0.0005863231,0.0006302326,0.0004132222,0.0006276386,0.001082634,0.003411639,0.0006036898,0.002458317,0.2295651],"category_scores_gemma":[0.002268322,0.0003199134,0.0003360531,0.0006638836,0.0003913112,0.001473502,0.001018221,0.002809304,0.1231376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092581,"about_ca_system_score_gemma":0.0009997274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007444862,"about_ca_topic_score_gemma":0.02005049,"domain_scores_codex":[0.9996463,0.00001793084,0.00001052472,0.00003628584,0.0002208234,0.00006812093],"domain_scores_gemma":[0.9991412,0.0001058654,0.00005343127,0.00008303275,0.000424183,0.0001922984],"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":[0.00003172907,0.00000755346,0.00008186613,0.00001589977,9.80977e-7,0.00005161514,0.000005220631,0.00002000118,0.0001125596,0.000423034,0.9941521,0.00509733],"study_design_scores_gemma":[0.0000115936,0.00001785644,0.0009470509,0.0000230931,0.000001543414,0.00002743768,0.00003629349,0.00009771256,0.000213654,0.0002614864,0.9983574,0.000004817665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003111074,0.001404754,0.001386143,0.05415813,0.03699323,0.0002436241,0.02110341,0.004530248,0.8770695],"genre_scores_gemma":[0.01207502,0.0009011395,0.0006088124,0.00981399,0.005877905,0.0001239281,0.0109815,0.0009407312,0.958677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2295651,"threshold_uncertainty_score":0.7679719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361747530644022,"score_gpt":0.2506269449336241,"score_spread":0.2370094696271839,"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."}}