{"id":"W4413045253","doi":"10.1049/rpg2.70117","title":"Offshore Energy and Storage 2023 Malta ‐ Sea Opportunity","year":2025,"lang":"en","type":"article","venue":"IET Renewable Power Generation","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Submarine pipeline; Environmental science; Energy storage; Marine engineering; Oceanography; Petroleum engineering; Environmental protection; Engineering; Geology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001058759,0.0001733864,0.0001727368,0.0001274441,0.00009890473,0.00005955845,0.00007167867,0.00008709964,0.00009448281],"category_scores_gemma":[0.00002789241,0.0001802131,0.00003226374,0.0001999235,0.00001973342,0.0001098927,0.0000588531,0.00006738271,0.000002479081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000383331,"about_ca_system_score_gemma":0.00003163654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000266539,"about_ca_topic_score_gemma":0.00127212,"domain_scores_codex":[0.9993119,0.00001584308,0.0001808474,0.0001871976,0.00009992228,0.0002042499],"domain_scores_gemma":[0.99963,0.00001955003,0.00001495668,0.0002141468,0.00004622364,0.00007511767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000096578,0.0000344633,0.002105032,0.0001354634,0.0002314741,0.00001873668,0.000162535,0.304445,0.01874085,0.004946873,0.6602606,0.008909237],"study_design_scores_gemma":[0.0003666044,0.00004814842,0.003075924,0.00003712642,0.00004862724,0.00000503065,0.0000681825,0.2970747,0.01779173,0.0003006372,0.6807457,0.0004375883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3778632,0.01576628,0.3194658,0.001276632,0.006793665,0.0004677303,0.00009812642,0.001591788,0.2766768],"genre_scores_gemma":[0.9807924,0.001087582,0.0006833843,0.0001840009,0.000220222,0.00004003984,0.0000989285,0.00002645203,0.016867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6029292,"threshold_uncertainty_score":0.7348878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097183445795137,"score_gpt":0.211683341625806,"score_spread":0.2007115071678546,"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."}}