{"id":"W2093017586","doi":"10.1115/ipc2004-0328","title":"Construction and Installation of X100 Pipelines","year":2004,"lang":"en","type":"article","venue":"2004 International Pipeline Conference, Volumes 1, 2, and 3","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Pipeline transport; Pipeline (software); Work (physics); Welding; Environmental science; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005581564,0.0004528545,0.0002148843,0.0008426247,0.0008755412,0.0005182479,0.0008534217,0.0004220254,0.009076451],"category_scores_gemma":[0.0008828255,0.0004928177,0.000275981,0.001090745,0.0005385569,0.000536153,0.001138602,0.0006579066,0.001902423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164614,"about_ca_system_score_gemma":0.002660452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317555,"about_ca_topic_score_gemma":0.02182221,"domain_scores_codex":[0.9992439,0.00004191533,0.00002346589,0.00010881,0.0004973001,0.00008467589],"domain_scores_gemma":[0.9994851,0.00004133095,0.00004559448,0.0001103078,0.0002337506,0.00008384525],"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":[0.001089209,0.000619576,0.0337293,0.0006106059,0.00002742856,0.001987614,0.002543364,0.05175037,0.4780105,0.008343181,0.01624494,0.4050438],"study_design_scores_gemma":[0.0003733068,0.008389644,0.1891422,0.0001705998,0.00006396736,0.00388308,0.002419159,0.03390528,0.4038244,0.00261531,0.3550052,0.0002076965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8471959,0.0001343556,0.09104934,0.0002263873,0.00007961378,0.001397752,0.001273395,0.003787573,0.05485582],"genre_scores_gemma":[0.8257855,0.0002906315,0.1053278,0.00006417045,0.00001109672,0.0006632546,0.003037088,0.0004420034,0.06437838],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01317555,"threshold_uncertainty_score":0.03036374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007439370202765285,"score_gpt":0.1988030009330891,"score_spread":0.1913636307303238,"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."}}