{"id":"W4383046723","doi":"","title":"The logistification of service trips: implications for urban mobility and public policy","year":2022,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Transports","funders":"","keywords":"TRIPS architecture; Service (business); Public transport; Public policy; Business; Transport engineering; Computer science; Economic growth; Economics; Engineering; Marketing","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":[0.004984835,0.0002815274,0.0007666979,0.00314895,0.003255806,0.008309006,0.001230006,0.002214823,0.03409109],"category_scores_gemma":[0.02382425,0.0003971166,0.0008046186,0.009122568,0.006979988,0.008938788,0.003609913,0.002893234,0.001291158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0112678,"about_ca_system_score_gemma":0.009613746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07346466,"about_ca_topic_score_gemma":0.08554727,"domain_scores_codex":[0.9972536,0.001378522,0.0001190732,0.0003534326,0.0003811725,0.0005141757],"domain_scores_gemma":[0.9881585,0.006347933,0.001988734,0.0007402189,0.001527762,0.001236849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001843025,0.00009073975,0.0127334,0.0001377768,0.00003198265,0.0001020976,0.002071579,0.003369155,0.00008328319,0.9412848,0.01476881,0.02514195],"study_design_scores_gemma":[0.00007789538,0.00008855648,0.05293254,0.0005165983,0.00003990773,0.0001285711,0.01976378,0.00968672,0.0001286001,0.8309464,0.08561405,0.00007644122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.337019,0.01229666,0.02813517,0.2271849,0.001498141,0.0002215382,0.007505743,0.0002457334,0.3858931],"genre_scores_gemma":[0.9690621,0.003926406,0.001500196,0.001655767,0.000653844,0.0001596452,0.0009395584,0.00006230083,0.02204002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07346466,"threshold_uncertainty_score":0.1460741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498148946904291,"score_gpt":0.2299454643058251,"score_spread":0.1949639748367822,"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."}}