{"id":"W3000861451","doi":"10.1785/0220190075","title":"The Bayesian Earthquake Analysis Tool","year":2020,"lang":"en","type":"article","venue":"Seismological Research Letters","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Geodetic datum; Software; Computer science; Covariance; Bayesian probability; Algorithm; Data mining; Geodesy; Mathematics; Artificial intelligence; Statistics; Programming language","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":[0.002249514,0.001260393,0.0009471993,0.002662073,0.0006616962,0.002294719,0.002648087,0.00101916,0.07829372],"category_scores_gemma":[0.01106106,0.001293537,0.001431489,0.001424319,0.0004825446,0.002109913,0.003283208,0.001814918,0.03009532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005956869,"about_ca_system_score_gemma":0.002299462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004051936,"about_ca_topic_score_gemma":0.004917997,"domain_scores_codex":[0.9986917,0.0002178765,0.0001133515,0.0001862992,0.0006853261,0.0001054507],"domain_scores_gemma":[0.9976472,0.001061074,0.0001850226,0.0003094797,0.0006879442,0.0001092057],"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":[0.0003448084,0.0001797526,0.004090484,0.000837999,0.0002828882,0.0004957254,0.0003122115,0.05065572,0.006058395,0.07073557,0.3935015,0.4725049],"study_design_scores_gemma":[0.0002641545,0.00004797734,0.002010414,0.000223721,0.00006637766,0.0005844201,0.00007130123,0.5799538,0.009219854,0.1128461,0.294573,0.0001388252],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001504359,0.00009928469,0.8518772,0.0002156991,0.00007719494,0.000143435,0.008840073,0.1291963,0.008046438],"genre_scores_gemma":[0.0605274,0.000320586,0.8453672,0.0005940103,0.0001366423,0.001171169,0.03118895,0.04294151,0.01775263],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07829372,"threshold_uncertainty_score":0.2619185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06412894001106333,"score_gpt":0.3009301558293649,"score_spread":0.2368012158183015,"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."}}