{"id":"W2326299086","doi":"10.4043/otc-20298-ms","title":"East Coast Canada R&D and Offshore Development in Northern Frontiers","year":2009,"lang":"en","type":"article","venue":"Proceedings of Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Frontier; Arctic; Submarine pipeline; Investment (military); The arctic; Petroleum; Scarcity; Business; Environmental resource management; Environmental planning; Engineering; Oceanography; Environmental science; Geography; Geology; Economics; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009651245,0.0003083582,0.0004447712,0.0005518302,0.00004117191,0.00002252319,0.0004584327,0.0003115074,0.000002667269],"category_scores_gemma":[0.00009258092,0.0003205469,0.0000200921,0.000601715,0.0001618279,0.0001167356,0.0000827019,0.0004752589,0.000001223628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625892,"about_ca_system_score_gemma":0.0001325181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004794498,"about_ca_topic_score_gemma":0.07276194,"domain_scores_codex":[0.9986336,0.000001023999,0.0004015216,0.0003141388,0.0001917946,0.0004579376],"domain_scores_gemma":[0.9995419,0.000008656381,0.00006595966,0.0001435607,0.0001726246,0.0000672755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003390158,0.00009111786,0.6556907,0.0003800295,0.0001306079,0.00002543444,0.001148797,0.0003243593,0.01950753,0.01432287,0.005560403,0.3027842],"study_design_scores_gemma":[0.003749019,0.0007183646,0.5028501,0.002214668,0.0001342464,0.000413874,0.01957469,0.01282977,0.3367514,0.02355029,0.09198894,0.005224653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951956,0.001009301,0.0004696201,0.0009475198,0.0001093772,0.0001790746,0.000005207493,0.0008880891,0.001196211],"genre_scores_gemma":[0.9898559,0.0001289825,0.009910594,0.00001116274,0.00001030457,0.00002506157,0.000004264534,0.00002383052,0.00002993261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3172439,"threshold_uncertainty_score":0.9999247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00930617037776744,"score_gpt":0.1813732447601323,"score_spread":0.1720670743823649,"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."}}