{"id":"W4402523403","doi":"10.1186/s41072-024-00182-z","title":"Toward an efficient sea-rail intermodal transportation system: a systematic literature review","year":2024,"lang":"en","type":"article","venue":"Journal of Shipping and Trade","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Trois-Rivières","funders":"Mitacs","keywords":"Transport engineering; Port (circuit theory); Context (archaeology); Linkage (software); Transportation planning; Business; Engineering; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004340282,0.0001092396,0.0003184979,0.00009649718,0.00002222505,0.0001344634,0.00006228853,0.00005026295,0.00000546391],"category_scores_gemma":[0.00001438894,0.00007749354,0.00009042269,0.0001195886,0.00001126951,0.0001044665,0.0000013896,0.0002618808,7.659065e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003629118,"about_ca_system_score_gemma":0.00001426242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000100094,"about_ca_topic_score_gemma":7.953719e-7,"domain_scores_codex":[0.9991383,0.00003237258,0.0004949733,0.00007342439,0.0001585063,0.0001024114],"domain_scores_gemma":[0.9997159,0.00003770295,0.00006247754,0.00006494515,0.00002537262,0.00009356529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006288783,0.00002269818,0.0000277879,0.9848076,0.0001747104,0.001407779,0.003654254,0.004188688,0.00008642019,0.002938185,0.0005834794,0.002102182],"study_design_scores_gemma":[0.0002765048,0.0001744162,0.001159014,0.8014702,0.001098718,0.004151066,0.0006373143,0.1893884,0.00004493514,0.00006447021,0.001217718,0.0003172487],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04351957,0.9254349,0.02670827,0.0008409963,0.001897536,0.0004219703,0.00005335254,0.000272087,0.0008513423],"genre_scores_gemma":[0.991566,0.007967616,0.0002232656,0.00004253477,0.0001670072,0.000002858451,0.000006742147,0.00001560162,0.00000836496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9480464,"threshold_uncertainty_score":0.3160095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488908802693427,"score_gpt":0.2286610470804693,"score_spread":0.2137719590535351,"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."}}