{"id":"W4393225746","doi":"10.36404/nwrs2859","title":"Seismic Snapshots - First Quarter 2024 - PESA News Issue 172","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); 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001062344,0.0001690953,0.0001776441,0.000110647,0.000162165,0.0001707162,0.0004252535,0.00009211135,0.001310243],"category_scores_gemma":[0.00001940111,0.0001426592,0.0001038768,0.0003203429,0.00006184731,0.0002341287,0.000156874,0.0002264059,0.01154071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001952202,"about_ca_system_score_gemma":0.00004764404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002358817,"about_ca_topic_score_gemma":0.0001476088,"domain_scores_codex":[0.9988604,0.00004022013,0.0001801951,0.0004474646,0.0001444212,0.0003273291],"domain_scores_gemma":[0.9993508,0.0001095949,0.00002378492,0.0004203062,0.00002170196,0.00007380891],"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":[0.000002326079,0.00001513791,0.0005116051,0.00003067978,0.00004227943,0.00007649448,0.001559161,0.0000418915,0.000004433585,0.003765496,0.9467928,0.0471577],"study_design_scores_gemma":[0.00007943617,0.00005357987,0.001383693,0.00002759394,0.00001282738,0.00005055504,0.00008172581,0.01055912,0.0000304662,0.003575837,0.9839698,0.0001753502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0257214,0.02501236,0.1464498,0.2235655,0.03361195,0.0007209772,0.00002966903,0.002024949,0.5428634],"genre_scores_gemma":[0.833589,0.0008588731,0.005611286,0.01091802,0.002871207,0.0000735544,0.00001614283,0.00004616681,0.1460157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8078676,"threshold_uncertainty_score":0.9996027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372912909990036,"score_gpt":0.2471811800360335,"score_spread":0.2334520509361331,"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."}}