{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001163441,0.0001683007,0.0001828743,0.0001153495,0.0001178563,0.0001718592,0.0003969261,0.00009478258,0.003728515],"category_scores_gemma":[0.000013838,0.0001434409,0.0001014783,0.0002859881,0.00005945184,0.0002649578,0.0001437573,0.0002498946,0.01110498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000171949,"about_ca_system_score_gemma":0.00005819744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008755786,"about_ca_topic_score_gemma":0.0001046736,"domain_scores_codex":[0.9988555,0.00005243936,0.0001842618,0.00045134,0.0001318557,0.0003246353],"domain_scores_gemma":[0.9993758,0.00009499966,0.00002462791,0.0004073138,0.0000220264,0.00007522822],"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":[0.000002112168,0.00001257364,0.0003062711,0.0000293395,0.00004606475,0.00007221516,0.001417879,0.00001361483,0.00001615773,0.003365224,0.9350336,0.05968494],"study_design_scores_gemma":[0.00008489525,0.00005353488,0.001408962,0.00001857016,0.00001117821,0.00006208494,0.00009978714,0.006213494,0.00007432384,0.005145828,0.9866493,0.0001780946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04746828,0.020006,0.0760798,0.07541876,0.02684908,0.0005491135,0.0000349686,0.001388091,0.7522059],"genre_scores_gemma":[0.6848152,0.0003147647,0.004778685,0.01291341,0.002445147,0.00005454721,0.0000160718,0.00004129207,0.2946209],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6373469,"threshold_uncertainty_score":0.9971822,"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."}}