{"id":"W2747893769","doi":"10.1071/aj13048","title":"The Coniston development: another offshore challenge in Western Australia","year":2014,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Submarine pipeline; Drilling; Completion (oil and gas wells); Petroleum engineering; Engineering; Production (economics); Oil production; Fossil fuel; New horizons; Marine engineering; Civil engineering; Waste management; Mechanical 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":[],"consensus_categories":[],"category_scores_codex":[0.001192476,0.0001037834,0.000102842,0.00004016389,0.0001619836,0.00009803923,0.0002894638,0.00004515438,0.00002698448],"category_scores_gemma":[0.00003830791,0.00005896073,0.00003317964,0.00007690873,0.0000267301,0.0000554554,0.00001745001,0.0003667207,0.00004985213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004442348,"about_ca_system_score_gemma":0.000008542601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001806637,"about_ca_topic_score_gemma":0.00002464486,"domain_scores_codex":[0.9992245,0.00009979518,0.0002329635,0.00005573091,0.0001511405,0.0002358672],"domain_scores_gemma":[0.9995908,0.0001338119,0.00003947039,0.0001765076,0.00001741738,0.00004204733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001453177,0.00001035438,0.0030885,0.00002449328,0.00004949528,0.000005527185,0.002322386,0.9688529,0.0003373611,0.0008776542,0.0007791274,0.02363766],"study_design_scores_gemma":[0.00110226,0.00003467738,0.07037762,0.0001250087,0.00001000202,0.00008646802,0.000152357,0.1774549,0.001126508,0.001405847,0.7477785,0.0003458314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299684,0.0007746837,0.06424364,0.00100084,0.0006243745,0.00009577652,3.185722e-7,0.00008618537,0.0032058],"genre_scores_gemma":[0.9973792,0.00009845285,0.001198356,0.00002061207,0.0002003355,0.000004251903,3.528943e-7,0.00002333657,0.001075109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.791398,"threshold_uncertainty_score":0.2404349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735765606544757,"score_gpt":0.2841903576229272,"score_spread":0.2468327015574796,"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."}}