{"id":"W1970892847","doi":"10.1115/ipc2002-27293","title":"Technology Approaches for Northern Pipeline Developments","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Reliability (semiconductor); Pipeline (software); Pipeline transport; Work (physics); Computer science; Settlement (finance); Construction engineering; Systems engineering; Risk analysis (engineering); Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009315681,0.0006989524,0.0002229316,0.001456173,0.00180131,0.002648786,0.001318016,0.001508238,0.02131158],"category_scores_gemma":[0.001175803,0.0003254492,0.0005618276,0.00105279,0.00165525,0.003138929,0.002506405,0.001578546,0.005313621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004480036,"about_ca_system_score_gemma":0.004013113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008572832,"about_ca_topic_score_gemma":0.01649049,"domain_scores_codex":[0.9991267,0.0001822649,0.0000448372,0.0001491615,0.0004186034,0.000078418],"domain_scores_gemma":[0.9996452,0.00005877888,0.00003189516,0.00005235775,0.0001776696,0.00003397173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001651297,0.00002452217,0.0004007853,0.0002373445,0.000005401499,0.0004488032,0.001048415,0.006079362,0.003414537,0.8543098,0.01686656,0.1171479],"study_design_scores_gemma":[0.000005755613,0.00004550705,0.0004594923,0.0001912213,0.000006880871,0.0006928695,0.0006191642,0.004075447,0.001889303,0.1155154,0.8764809,0.00001808724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006063274,0.006170756,0.174376,0.006745429,0.0006716577,0.0001414553,0.0001143148,0.0003742705,0.8053429],"genre_scores_gemma":[0.1450632,0.01583986,0.2201457,0.001902106,0.0003125629,0.0005661797,0.0003551043,0.0002701833,0.6155452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02131158,"threshold_uncertainty_score":0.07129437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04731845847658365,"score_gpt":0.2215659515475014,"score_spread":0.1742474930709178,"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."}}