{"id":"W4307552289","doi":"10.3390/en15217910","title":"Ship Energy Efficiency and Maritime Sector Initiatives to Reduce Carbon Emissions","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Enforcement; Sustainability; Renewable energy; Maturity (psychological); Environmental economics; Greenhouse gas; Business; Clean technology; Efficient energy use; Scale (ratio); Natural resource economics; Engineering; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001479758,0.0004871287,0.0001961905,0.001098075,0.0005198058,0.002602898,0.0004599348,0.001168148,0.01221218],"category_scores_gemma":[0.002084059,0.0001120638,0.0005089369,0.002262908,0.0007260612,0.001922932,0.00151227,0.001380319,0.001732241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609902,"about_ca_system_score_gemma":0.003517336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004759702,"about_ca_topic_score_gemma":0.007367381,"domain_scores_codex":[0.9991946,0.0001918299,0.00002550018,0.0000791912,0.0003506487,0.0001582164],"domain_scores_gemma":[0.9991417,0.0002131935,0.0001602087,0.00005522974,0.0003530393,0.00007658879],"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":[0.0001172143,0.0003616108,0.009783458,0.004059416,0.000208409,0.000259043,0.001043221,0.004986462,0.004955742,0.4334663,0.06993725,0.4708219],"study_design_scores_gemma":[0.0000142373,0.0001055816,0.02650305,0.001644756,0.00006288086,0.0002091095,0.001840378,0.001310163,0.004088238,0.0228061,0.9413932,0.00002230156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05715175,0.1229183,0.01715611,0.06142938,0.001909737,0.0001040481,0.0004746729,0.0002967061,0.7385593],"genre_scores_gemma":[0.6882328,0.1607581,0.01055157,0.01392543,0.0007718996,0.0001028177,0.0007851897,0.0001398772,0.1247323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01221218,"threshold_uncertainty_score":0.04085386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009851573268236434,"score_gpt":0.218108366588051,"score_spread":0.2082567933198146,"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."}}