{"id":"W4224323961","doi":"10.4043/31992-ms","title":"Fixed AI-Powered Imaging for Automated Leak Detection on Offshore Production Platforms","year":2022,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IntelliView Technologies (Canada)","funders":"","keywords":"Software deployment; Automation; Event (particle physics); Computer science; Workload; Geolocation; Systems engineering; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003200722,0.000250572,0.0002661846,0.0006095268,0.000289179,0.00003499315,0.0003340414,0.000155672,0.0000715903],"category_scores_gemma":[0.000256024,0.0002678247,0.00007100369,0.0006637643,0.00006579137,0.0001408475,0.00007579663,0.0006136592,0.00001035574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002090154,"about_ca_system_score_gemma":0.00003379228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002292582,"about_ca_topic_score_gemma":0.00001719236,"domain_scores_codex":[0.9986845,0.00002026013,0.0003057405,0.0003914499,0.0002058887,0.0003921239],"domain_scores_gemma":[0.999216,0.0000725423,0.00005703408,0.0004860309,0.0001202168,0.00004817494],"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":[0.00005611948,0.0000276728,0.0005136028,0.00005470325,0.0000390335,0.000004289912,0.0001040148,0.9409383,0.02190121,0.002030138,0.001021228,0.03330969],"study_design_scores_gemma":[0.0004738984,0.0001420719,0.0004031731,0.00002150474,0.00001532007,0.00002518451,0.0002232027,0.9448462,0.0400397,0.002746576,0.01076185,0.0003012929],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6421707,0.0001666268,0.3418253,0.001263632,0.002075466,0.0009083193,0.00003777494,0.01099438,0.0005578072],"genre_scores_gemma":[0.993966,0.00001248997,0.005146772,0.0000282244,0.00006147964,0.0004960275,0.00005335302,0.00006163258,0.0001740465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3517953,"threshold_uncertainty_score":0.9999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673706459795695,"score_gpt":0.267875554742057,"score_spread":0.2511384901441001,"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."}}