{"id":"W3206640203","doi":"","title":"Urban Freight Network and Emission Modeling for Port City Halifax, Canada: A Spatial and Temporal Evaluation of Commercial Vehicles Movement","year":2018,"lang":"en","type":"article","venue":"Transportation Research Board 97th Annual MeetingTransportation Research Board","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Transport engineering; Movement (music); Environmental science; Meteorology; Geography; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006616459,0.0004056367,0.0005892729,0.0004912884,0.0008064794,0.00007796539,0.0003167881,0.0003115792,0.00009497483],"category_scores_gemma":[0.0002023594,0.0004198778,0.0001036331,0.0008355181,0.0007851775,0.0003414606,0.00001170739,0.0008272259,0.000001200681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666963,"about_ca_system_score_gemma":0.0009994658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2867021,"about_ca_topic_score_gemma":0.7276365,"domain_scores_codex":[0.992735,0.0003987882,0.001283085,0.0007597823,0.00356103,0.001262336],"domain_scores_gemma":[0.9937796,0.0004959878,0.0001372367,0.0003770345,0.0045979,0.0006122238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0028248,0.0003454437,0.8788827,0.002386799,0.0005211223,0.00007028619,0.01150322,0.02859121,0.003169341,0.005027511,0.04514423,0.02153333],"study_design_scores_gemma":[0.00430667,0.001031258,0.6210916,0.0005478468,0.000267939,6.065703e-7,0.0028766,0.3518192,0.004725812,0.004000047,0.008447994,0.0008844112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790342,0.001024527,0.01511138,0.0003619899,0.0002801092,0.002337839,0.001196798,0.000125241,0.0005279179],"genre_scores_gemma":[0.99525,0.000339355,0.002371075,0.00004712879,0.0005484254,0.000329404,0.0009468818,0.00009188276,0.00007578513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4409343,"threshold_uncertainty_score":0.9998253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034903770438015,"score_gpt":0.3379690334502638,"score_spread":0.2344786564064623,"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."}}