{"id":"W2801871558","doi":"10.4043/28744-ms","title":"Successful Management of Major Marine Operations for the Hebron Project","year":2018,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Transport Canada","keywords":"Arctic; Task (project management); Key (lock); Submarine pipeline; Computer science; Petroleum industry; Environmental resource management; Engineering; Business; Process management; Environmental planning; Environmental science; Oceanography; Systems engineering; Geology; Environmental engineering","routes":{"ca_aff":false,"ca_fund":true,"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":[0.004595787,0.0008877969,0.0002263884,0.0009532715,0.005364993,0.002826676,0.00117228,0.0009378514,0.003384094],"category_scores_gemma":[0.004350551,0.0003532148,0.0002727828,0.0003625175,0.0007983358,0.001256014,0.002893388,0.001822506,0.001435421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003745817,"about_ca_system_score_gemma":0.01776596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01722543,"about_ca_topic_score_gemma":0.06048594,"domain_scores_codex":[0.996107,0.0006954746,0.0001703999,0.0003055203,0.001695916,0.001025636],"domain_scores_gemma":[0.9949775,0.0002143156,0.0004492878,0.0002200918,0.001404324,0.002734425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0005183266,0.001908038,0.03309257,0.0002999865,0.000076488,0.009253681,0.01649358,0.02238529,0.03798012,0.005077577,0.05181658,0.8210977],"study_design_scores_gemma":[0.0002260568,0.009641933,0.1515106,0.001028823,0.000106083,0.005467929,0.09828471,0.0420885,0.04010666,0.005180354,0.6457735,0.0005848077],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7791792,0.0009311062,0.07638891,0.01218082,0.0008798654,0.004292039,0.0004411061,0.001618712,0.1240883],"genre_scores_gemma":[0.7788247,0.001094626,0.1194929,0.0009112153,0.0001465996,0.001117246,0.0006436833,0.0004064268,0.09736267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9827746,"threshold_uncertainty_score":0.03425038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549995175315157,"score_gpt":0.2478979154454624,"score_spread":0.2323979636923108,"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."}}