{"id":"W1989966553","doi":"10.1190/tle32111400.1","title":"2013 SEG Forum on Microseismic Technology","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Microsemi (Canada); Apache (Canada)","funders":"","keywords":"Microseism; Scope (computer science); Confidentiality; Political science; Library science; Engineering; Computer science; Computer security; Civil engineering","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":[0.00006056126,0.0001333289,0.0001183498,0.0001141223,0.00006952616,0.0000371799,0.00023811,0.00009045636,0.00003386024],"category_scores_gemma":[0.00001049919,0.0001004434,0.00003719124,0.0001752152,0.00003437808,0.00005728605,0.0000256544,0.0002780585,0.00501159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004069144,"about_ca_system_score_gemma":0.000002760613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001444234,"about_ca_topic_score_gemma":0.000001922929,"domain_scores_codex":[0.9993873,0.00000499916,0.0001074433,0.0001064449,0.00005483532,0.0003389824],"domain_scores_gemma":[0.9996009,0.0000460682,0.0000111918,0.0002951349,0.00001244171,0.00003423733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002002119,0.00001725671,0.0002607804,0.00007116616,0.0000768618,0.000004244879,0.0004267589,0.5041111,0.1026239,0.00368402,0.3377124,0.05100949],"study_design_scores_gemma":[0.0003661466,0.00007008128,0.0003301415,0.0001904662,0.00002053102,0.00004029784,0.0001898927,0.4989693,0.1016024,0.003518403,0.3940771,0.0006253549],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9198395,0.0017298,0.02960198,0.006773646,0.002965459,0.0004878725,0.000004575963,0.003955886,0.03464128],"genre_scores_gemma":[0.9964768,0.00005747732,0.0002602081,0.0001711156,0.0001305111,0.00003246283,0.000001509762,0.00004991328,0.002819945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07663736,"threshold_uncertainty_score":0.9957631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005101901184413346,"score_gpt":0.1817304864577783,"score_spread":0.1766285852733649,"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."}}