{"id":"W2749902307","doi":"10.1071/aj08016","title":"DrillACE concept for New Zealand waters","year":2009,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deck; Submarine pipeline; Engineering; Procurement; Quarter (Canadian coin); Civil engineering; Marine engineering; Construction engineering; Forensic engineering; Structural engineering; Geotechnical engineering; Geography; Business; Archaeology","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":[0.000405523,0.0007410005,0.0002709228,0.0007465741,0.001008393,0.002367343,0.001103877,0.000971143,0.0342315],"category_scores_gemma":[0.0006832855,0.0003936898,0.0003745994,0.0005979648,0.001037602,0.002727635,0.002269407,0.001331978,0.006435181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725591,"about_ca_system_score_gemma":0.004122232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02701873,"about_ca_topic_score_gemma":0.05445447,"domain_scores_codex":[0.9994504,0.00002518076,0.00002268458,0.00005940177,0.0003800675,0.00006227806],"domain_scores_gemma":[0.9997206,0.00001503848,0.00002379588,0.00002059878,0.0001403545,0.00007947475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002063427,0.0000654943,0.001493492,0.001266537,0.00001783326,0.002946631,0.002454065,0.003874951,0.0587191,0.2794468,0.09052077,0.5589879],"study_design_scores_gemma":[0.00002635926,0.000189994,0.001802365,0.0002162658,0.0000107647,0.00160763,0.0008927783,0.00198468,0.004096998,0.007918729,0.9812166,0.00003678565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03355118,0.007896892,0.2100237,0.003718388,0.00296283,0.0007753774,0.0006779208,0.002182834,0.7382109],"genre_scores_gemma":[0.1996807,0.01321128,0.1767244,0.0007440519,0.0004105586,0.0009134861,0.0008437149,0.0004967151,0.6069751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0342315,"threshold_uncertainty_score":0.1145158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006821676060020989,"score_gpt":0.1983914328989622,"score_spread":0.1915697568389412,"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."}}