{"id":"W7062786937","doi":"","title":"Western Canada's Big Ticket Projects Lead North America in Oil & Gas Pipeline Executions for 2015, an Industrial Info News Alert","year":2014,"lang":"en","type":"other","venue":"","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ticket; Lead (geology); Pipeline (software); Pipeline transport; Petroleum industry; Petroleum","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004261394,0.0004526434,0.0007534504,0.001152876,0.0001519303,0.000382549,0.001154942,0.0003545597,0.005436894],"category_scores_gemma":[0.004869434,0.0003351206,0.000137514,0.001493788,0.0001514428,0.0001782585,0.0001007129,0.0002988407,0.0009871508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003346785,"about_ca_system_score_gemma":0.002935962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5230005,"about_ca_topic_score_gemma":0.9982344,"domain_scores_codex":[0.9929596,0.0005611017,0.001255102,0.00104653,0.003472617,0.0007051093],"domain_scores_gemma":[0.9961997,0.0005828171,0.0008792177,0.001403268,0.0006025101,0.0003325112],"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":[0.00004221585,0.00006925214,0.007983121,0.000006445828,0.00001155621,2.886165e-7,0.0001900164,0.00007224676,0.00001442475,0.000004762222,0.836763,0.1548426],"study_design_scores_gemma":[0.001093954,0.00003702095,0.0002936913,0.0000621718,0.00004294474,0.000001034255,0.0002918998,0.0009734586,0.000005753954,0.00004746619,0.9967099,0.000440738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02198566,0.0005532866,0.08392585,0.01446632,0.03206398,0.007071688,0.001846093,0.0005850266,0.8375021],"genre_scores_gemma":[0.001442645,0.00002258893,0.00150727,0.000865004,0.002260528,0.0001769419,0.001452273,0.0001225781,0.9921502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4752339,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3581043319458585,"score_gpt":0.4022995952924024,"score_spread":0.04419526334654394,"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."}}