{"id":"W7133291266","doi":"","title":"Proceedings of 14th International Exergy, Energy and Environment Symposium","year":2024,"lang":"en","type":"article","venue":"Piri Reis University Institutional Repository","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Multidisciplinary approach; Fossil fuel; Greenhouse gas; Multinational corporation; Grand Challenges; Climate change; Energy (signal processing); Environmental pollution","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006701586,0.00008373737,0.00007165576,0.00007026654,0.000197701,0.0000203465,0.0001546884,0.0000524159,0.0005644182],"category_scores_gemma":[0.000001991666,0.00008369491,0.00004780853,0.0001024692,0.0004123967,0.0002936784,0.0001253544,0.00005982344,0.00001388452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002258052,"about_ca_system_score_gemma":0.00003119358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003254551,"about_ca_topic_score_gemma":0.000002583332,"domain_scores_codex":[0.9992432,0.000004701348,0.0001113844,0.000260312,0.0002801465,0.0001002829],"domain_scores_gemma":[0.9998068,0.00001323425,0.00002997752,0.00005380059,0.000009156108,0.00008709022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002638034,0.0008001109,0.08542597,0.0002264656,0.0002271577,0.0009338887,0.001373622,0.009330288,0.4856744,0.3794057,0.01577513,0.02056349],"study_design_scores_gemma":[0.0001748746,0.0000476925,0.01158928,0.00007716138,0.00003542664,0.0001286552,0.0001138987,0.004816533,0.005391199,0.0002082826,0.9772476,0.0001694301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4026413,0.0001284399,0.001334631,0.0005825874,0.0003244314,0.00006364995,0.00001996293,0.00005857879,0.5948464],"genre_scores_gemma":[0.9847881,0.0002929166,0.0004873757,0.0000178818,0.00003968297,6.12631e-7,0.000007811381,0.000003763863,0.01436185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9614725,"threshold_uncertainty_score":0.6179984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003639654442213609,"score_gpt":0.1599513890348241,"score_spread":0.1563117345926105,"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."}}