{"id":"W4389459088","doi":"10.2139/ssrn.4626107","title":"Volcanic Earthquake Generator","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Seismology; Volcano; Geology; Generator (circuit theory); Physics; Power (physics)","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":[0.0001362896,0.0003786879,0.0003340562,0.0008141731,0.0003658372,0.0004497542,0.0006435614,0.0006097866,0.06484265],"category_scores_gemma":[0.0006488991,0.0001652185,0.0002424944,0.0004324198,0.0001082732,0.0004016671,0.0005734381,0.0004520363,0.02038253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002154102,"about_ca_system_score_gemma":0.0003481866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007013101,"about_ca_topic_score_gemma":0.0009286462,"domain_scores_codex":[0.9999021,0.000009000576,0.000004160806,0.00002593839,0.00004183504,0.00001694444],"domain_scores_gemma":[0.9998021,0.00002614898,0.00001253604,0.00005800747,0.00006064659,0.00004066955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001193187,0.0002551792,0.01268363,0.00038858,0.00008797755,0.002868738,0.0002299574,0.03870745,0.07032128,0.03713312,0.4145494,0.4215815],"study_design_scores_gemma":[0.0007187268,0.0008877902,0.02032485,0.0001168412,0.0001373151,0.003564161,0.0002184784,0.2647823,0.06860939,0.02865166,0.6118607,0.0001277383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1698035,0.0008519561,0.2080369,0.002203401,0.003653585,0.001354495,0.02858044,0.05895722,0.5265586],"genre_scores_gemma":[0.7532106,0.0005002564,0.02672712,0.0006471964,0.0005155817,0.0002793927,0.01808801,0.001276895,0.198755],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06484265,"threshold_uncertainty_score":0.2169203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153237248625818,"score_gpt":0.2303321881292405,"score_spread":0.2187998156429823,"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."}}