{"id":"W4405678460","doi":"","title":"Challenge of maritime transport sector transition","year":2024,"lang":"en","type":"dissertation","venue":"theses.fr (ABES)","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"GuangZhou Institute of Energy Conversion, Chinese Academy of Sciences; National Oceanic and Atmospheric Administration; Université de Nantes; National Evidence-based Healthcare Collaborating Agency; University of Oxford; Institute of Aboriginal Peoples Health; University College London; University of Cambridge; California Air Resources Board; Environmental Defense Fund; World Bank Group","keywords":"Transition (genetics); Business; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001501577,0.000396501,0.000568563,0.000199926,0.00002848923,0.00002119602,0.0001884627,0.0004716261,0.002776167],"category_scores_gemma":[0.000008163186,0.0004010852,0.0002518522,0.0001439426,0.00003464706,0.00006818875,0.000004327121,0.0004982622,0.0001086452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004984702,"about_ca_system_score_gemma":0.00004175032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005800966,"about_ca_topic_score_gemma":0.001027026,"domain_scores_codex":[0.9985428,0.00001637845,0.0005197166,0.000296999,0.0003208516,0.0003032704],"domain_scores_gemma":[0.999419,0.00004783518,0.00005830023,0.0003180497,0.00006925081,0.00008750889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000820503,0.001923442,0.0001815726,0.1503868,0.006592057,0.002863517,0.2321366,0.02560214,0.01407742,0.3444118,0.009771941,0.2112322],"study_design_scores_gemma":[0.004625336,0.001591859,0.01510942,0.02013033,0.01037246,0.0001540025,0.03332302,0.07596374,0.04097053,0.06610576,0.7186094,0.01304417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03948989,0.00547149,0.0008481074,0.00005445353,0.002344537,0.0005572064,0.0008286056,0.0008038098,0.9496019],"genre_scores_gemma":[0.9939163,0.001557783,0.0001295479,0.00001058077,0.0003412928,0.0000475179,0.002503079,0.000175027,0.001318846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9544265,"threshold_uncertainty_score":0.9998441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386926235998589,"score_gpt":0.2216419838414258,"score_spread":0.2077727214814399,"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."}}