{"id":"W2603403389","doi":"","title":"Traffic Light Protocol for Induced Seismicity: What is the Best Strategy?","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Geophysics and Sensor Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Induced seismicity; Protocol (science); Geology; Computer science; Computer security; Seismology; Medicine","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":[0.002257321,0.001584317,0.001820326,0.001257,0.001570934,0.003386269,0.002706825,0.002688677,0.01655304],"category_scores_gemma":[0.006649788,0.000462703,0.0007359161,0.0005520915,0.001294264,0.006898276,0.002215347,0.003570295,0.004016927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009552343,"about_ca_system_score_gemma":0.00291988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00203193,"about_ca_topic_score_gemma":0.004355025,"domain_scores_codex":[0.9984943,0.0004025374,0.0001142939,0.0001871684,0.0004226275,0.0003790281],"domain_scores_gemma":[0.995827,0.001460984,0.0003321528,0.0004373593,0.00136863,0.0005737976],"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":[0.00226893,0.001322081,0.003362418,0.00156542,0.0004189068,0.0007155555,0.000270475,0.02712364,0.02271166,0.07019734,0.1203468,0.7496967],"study_design_scores_gemma":[0.001581033,0.003054016,0.003886331,0.002912387,0.00128239,0.0048133,0.003988144,0.4817286,0.04034333,0.2581084,0.1975813,0.0007206597],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03989201,0.06384324,0.7244878,0.09243241,0.007319369,0.001459265,0.0007848161,0.008808554,0.06097262],"genre_scores_gemma":[0.8050033,0.02267817,0.1340757,0.009253168,0.004982863,0.001107861,0.0008094099,0.0005410151,0.02154851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01655304,"threshold_uncertainty_score":0.05537546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04105712004300096,"score_gpt":0.2681748694036151,"score_spread":0.2271177493606142,"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."}}