{"id":"W2348848794","doi":"","title":"An Analysis and Reference of Pipeline Passage System in Typical Western Countries","year":2009,"lang":"en","type":"article","venue":"Scientific and Technological Management of Land and Resources","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Pipeline (software); China; Crude oil; Petroleum engineering; Engineering; Civil engineering; Forensic engineering; Environmental science; Environmental planning; Business; Environmental resource management; Geography; Environmental engineering; Archaeology; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007135532,0.0002080754,0.000150366,0.004385963,0.001016449,0.001066909,0.0004366171,0.0003607641,0.002083975],"category_scores_gemma":[0.002191562,0.0001530978,0.0003857454,0.00593006,0.0006137219,0.00140322,0.0005219566,0.0002795457,0.0002390845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759976,"about_ca_system_score_gemma":0.001594096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06061924,"about_ca_topic_score_gemma":0.03798298,"domain_scores_codex":[0.9990612,0.0001838787,0.0001300211,0.000208038,0.0003093281,0.0001075227],"domain_scores_gemma":[0.9985628,0.0001440804,0.0002710383,0.0001626662,0.0008078431,0.00005162877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002645272,0.000130375,0.3603595,0.0006641728,0.0001225899,0.004991253,0.01275383,0.07393186,0.01683908,0.2086059,0.01679873,0.3045383],"study_design_scores_gemma":[0.00003034972,0.000301905,0.7284988,0.0001983627,0.0001629667,0.002078393,0.009401687,0.07681289,0.01186157,0.01136488,0.1591307,0.0001575112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834545,0.0006015401,0.04894967,0.0002411672,0.0000424286,0.0001292393,0.001925732,0.0003651835,0.06429058],"genre_scores_gemma":[0.9780931,0.0005810601,0.01449634,0.00002404021,0.000009990896,0.00004726411,0.001683194,0.00004710545,0.005017804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06061924,"threshold_uncertainty_score":0.1205328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005990930453369285,"score_gpt":0.1980742403855119,"score_spread":0.1920833099321426,"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."}}