{"id":"W3002300520","doi":"10.1080/01441647.2020.1714789","title":"Modal shift from road haulage to short sea shipping: a systematic literature review and research directions","year":2020,"lang":"en","type":"article","venue":"Transport Reviews","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Haulage; Port (circuit theory); Legislation; Dimension (graph theory); Transport engineering; Business; Modal; Scope (computer science); Industrial organization; Operations management; Operations research; Computer science; Engineering; Political science","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":[0.008400143,0.0007671893,0.001841857,0.01291069,0.0007451951,0.002678008,0.001257969,0.00166565,0.004907061],"category_scores_gemma":[0.02951162,0.0007713976,0.00399287,0.01699163,0.001190286,0.003932647,0.001703451,0.001513472,0.0003496252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003953631,"about_ca_system_score_gemma":0.01514303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01544161,"about_ca_topic_score_gemma":0.05156329,"domain_scores_codex":[0.9939026,0.001953956,0.001876313,0.0009227195,0.001018979,0.0003255839],"domain_scores_gemma":[0.9716327,0.02067916,0.004138914,0.0003972446,0.002681759,0.0004703341],"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":[0.0002944506,0.000102082,0.01676336,0.6748561,0.003368711,0.0005229158,0.003182067,0.0004959234,0.0004234027,0.004976036,0.009404643,0.2856103],"study_design_scores_gemma":[0.00009823997,0.0003215107,0.05511621,0.7983261,0.01158206,0.001544977,0.01492824,0.0003978027,0.000480941,0.003218022,0.1138622,0.0001236338],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008410066,0.9874078,0.0004466819,0.00144909,0.0002528991,0.0001426345,0.0007080017,0.00001050442,0.001172254],"genre_scores_gemma":[0.04710089,0.9493288,0.001239878,0.00121003,0.0001148093,0.000248924,0.0005167515,0.000008933689,0.0002310176],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01544161,"threshold_uncertainty_score":0.04442471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.071230024287102,"score_gpt":0.3105537264094285,"score_spread":0.2393237021223265,"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."}}