{"id":"W2079971318","doi":"10.1016/j.seta.2015.01.004","title":"Special issue on offshore energy and storage","year":2015,"lang":"en","type":"article","venue":"Sustainable Energy Technologies and Assessments","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Submarine pipeline; Energy storage; Environmental science; Marine engineering; Petroleum engineering; Computer science; Engineering; Geology; Oceanography; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006813937,0.0002018767,0.0001903791,0.0001700142,0.00008640231,0.0000649668,0.0001217369,0.0001317123,0.00001128961],"category_scores_gemma":[0.00003764804,0.0001888463,0.00001901906,0.0001797961,0.00007299873,0.0001162284,0.0002602545,0.00010726,6.73804e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007638455,"about_ca_system_score_gemma":0.00001686584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009360656,"about_ca_topic_score_gemma":0.00002811818,"domain_scores_codex":[0.9991678,0.000005937011,0.0001199942,0.0002049947,0.0001357247,0.0003655436],"domain_scores_gemma":[0.9996655,0.00002297097,0.00001851093,0.0001914903,0.0000440674,0.000057438],"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":[0.00001937519,0.00003376509,0.000623137,0.0001197973,0.0001231968,0.0002093082,0.00007458594,0.004436391,0.000007448149,0.2627647,0.2004563,0.531132],"study_design_scores_gemma":[0.0003000769,0.0002030568,0.0001700143,0.00001571007,0.00001195822,0.000005773411,0.007485744,0.004008558,0.0006599707,0.005156116,0.9817283,0.0002546887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1321524,0.009460299,0.0267722,0.001733179,0.003321556,0.0003019076,0.00002126486,0.007528199,0.818709],"genre_scores_gemma":[0.984451,0.002367584,0.00066183,0.00004642948,0.0009250923,0.00006155366,0.00001004674,0.00004394125,0.0114325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8522986,"threshold_uncertainty_score":0.7700929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007307577683459849,"score_gpt":0.2265255720868356,"score_spread":0.2192179944033757,"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."}}