{"id":"W2052382406","doi":"10.1115/ipc2008-64214","title":"Design and Construction of 42” Liquids Pipeline Batch Pig Facilities","year":2008,"lang":"en","type":"article","venue":"","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Launched; Control room; Engineering; Remote control; Computer science; Marine engineering; Automotive engineering; Operating system; Electrical 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":[0.0007454001,0.0005014141,0.0002822078,0.0007079755,0.0008022671,0.0007820819,0.001675875,0.0007025904,0.008594403],"category_scores_gemma":[0.0004948142,0.0004834351,0.0003778549,0.0004607882,0.0004489419,0.0009059656,0.001235658,0.000707099,0.002841445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058403,"about_ca_system_score_gemma":0.002387384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003750078,"about_ca_topic_score_gemma":0.006229614,"domain_scores_codex":[0.9992023,0.0000766554,0.00003694655,0.0001302914,0.0003910943,0.0001628169],"domain_scores_gemma":[0.9995609,0.00002490948,0.00005156094,0.00006895762,0.0001803047,0.0001132939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001161978,0.0009975057,0.02513072,0.000756043,0.00004579451,0.00205049,0.000970359,0.05304395,0.535217,0.02223573,0.01876314,0.3396273],"study_design_scores_gemma":[0.0005059563,0.01912278,0.0666697,0.0002767557,0.0001218221,0.002319128,0.001939699,0.1438368,0.2959207,0.003323135,0.4656115,0.0003520421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4724326,0.0002285927,0.4536773,0.0006306719,0.0002536194,0.003884549,0.00128852,0.004843033,0.0627612],"genre_scores_gemma":[0.6272126,0.0003347979,0.3225308,0.0001937264,0.00004335704,0.001912131,0.001936805,0.0002157379,0.04561996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008594403,"threshold_uncertainty_score":0.02875113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305697140292847,"score_gpt":0.2001532669806018,"score_spread":0.1770962955776734,"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."}}