{"id":"W2982135298","doi":"10.4095/291487","title":"Performance comparison between current automated earthquake location methods, Autoloc and Antelope","year":2012,"lang":"en","type":"report","venue":"","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Current (fluid); Seismology; Computer science; Geography; Geology; Geodesy; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002247919,0.0004543672,0.0009432728,0.0002727383,0.0003792506,0.0001050397,0.0006023457,0.0003979453,0.00002982185],"category_scores_gemma":[0.0001786607,0.0003787455,0.00007976854,0.0004980413,0.0002013688,0.00046264,0.0006258796,0.000651653,0.0001613217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006570337,"about_ca_system_score_gemma":0.0005182703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00012395,"about_ca_topic_score_gemma":0.00001313164,"domain_scores_codex":[0.9970858,0.0003245946,0.000736251,0.0007124593,0.0005359116,0.0006049627],"domain_scores_gemma":[0.9977921,0.0003445251,0.0004503931,0.00070725,0.0005381497,0.0001676207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000001999859,0.00003415104,0.09730112,0.0002688708,0.0001166726,0.000001123716,0.0003423884,0.000009249794,5.491942e-7,0.0001455207,0.02125114,0.8805272],"study_design_scores_gemma":[0.0001354376,0.00007825569,0.6625788,0.0001541329,0.00008682997,0.0000561912,0.00001317885,0.0435444,0.0000695376,0.00003959371,0.2928088,0.0004348556],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06560169,0.1037918,0.7584171,0.00114712,0.01320749,0.001308684,0.00002098427,0.005405535,0.05109966],"genre_scores_gemma":[0.907391,0.005682064,0.0843818,0.0000662883,0.0006215668,0.00004254099,0.00008913417,0.00003091495,0.001694698],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8800924,"threshold_uncertainty_score":0.9998664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1267639832726615,"score_gpt":0.3957476434578989,"score_spread":0.2689836601852373,"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."}}