{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000506464,0.0004802272,0.0002824474,0.0008672973,0.0002483058,0.0007721356,0.0007772131,0.0006011076,0.002992531],"category_scores_gemma":[0.0007388625,0.0002675167,0.0003060668,0.0003886631,0.0003330717,0.0009571183,0.0009173658,0.0006438546,0.001287599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000488473,"about_ca_system_score_gemma":0.0004602399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181363,"about_ca_topic_score_gemma":0.001459884,"domain_scores_codex":[0.9994654,0.00006623789,0.00001644002,0.00009939227,0.0002895142,0.00006301289],"domain_scores_gemma":[0.9992796,0.0001165814,0.00009391596,0.00009411205,0.0003610368,0.00005480719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004623027,0.0001799288,0.004076834,0.000389423,0.00002919681,0.0005073745,0.0003988296,0.009451521,0.7888729,0.001790611,0.00389363,0.1899475],"study_design_scores_gemma":[0.00009534459,0.001715449,0.01544632,0.0001524966,0.00007451749,0.0009881755,0.0005311151,0.3263477,0.6201175,0.002019264,0.03233699,0.000175015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3927803,0.0008762392,0.5773165,0.0005427268,0.0002042963,0.0004125557,0.0004308088,0.007646734,0.01978989],"genre_scores_gemma":[0.7224951,0.0003399278,0.2698524,0.0002845076,0.00003140376,0.0001525328,0.0003138043,0.0001802651,0.006349961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002992531,"threshold_uncertainty_score":0.01001102,"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."}}