{"id":"W2793437004","doi":"10.1190/tle37020088.1","title":"President's Page","year":2018,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Induced seismicity; Seismometer; Seismology; Geology; Point (geometry); Geometry; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002509899,0.00005610893,0.0000655358,0.00002235035,0.0003281601,0.00004494944,0.0006045648,0.00002476563,0.00001784387],"category_scores_gemma":[0.00004927803,0.00003552712,0.00002488725,0.0001296757,0.0001835261,0.000124553,0.0002046036,0.00007945646,0.002397751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005792142,"about_ca_system_score_gemma":0.00001033865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000114992,"about_ca_topic_score_gemma":0.00001221554,"domain_scores_codex":[0.9994933,0.00005124145,0.00006203476,0.0001393657,0.00006810579,0.0001859573],"domain_scores_gemma":[0.9994472,0.0001114011,0.00002305021,0.000372611,0.00002659031,0.00001920422],"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":[0.00001645138,0.00004331771,0.007769794,0.00001166582,0.0001161182,0.00003534167,0.02622568,0.000008564734,0.001547704,0.3220264,0.5325883,0.1096107],"study_design_scores_gemma":[0.0005847006,0.0004177866,0.184423,0.0000519554,0.00003273709,0.0001422061,0.0002226594,0.005547862,0.01996212,0.1088256,0.6792278,0.0005616148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.482087,0.001350227,0.2346299,0.03547709,0.005905002,0.0002852981,9.032537e-7,0.0008634066,0.2394012],"genre_scores_gemma":[0.9882876,0.000008257294,0.001020403,0.001719928,0.0003987543,0.000003701101,9.142516e-8,0.0000030236,0.008558226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5062006,"threshold_uncertainty_score":0.998379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278324233201252,"score_gpt":0.2668499133591061,"score_spread":0.2390174900389809,"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."}}