{"id":"W817685643","doi":"","title":"Smart Commercial Corridors","year":2009,"lang":"en","type":"article","venue":"2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGE","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Truck; Transport engineering; Business; Port (circuit theory); Destinations; Ministry of Transport; Tourism; Engineering; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0002180715,0.0001337053,0.000309325,0.00009483899,0.0000382468,0.000005371118,0.00008677437,0.0001075762,0.00009360423],"category_scores_gemma":[0.00001894181,0.0001309944,0.00006262306,0.0002280612,0.00003850687,0.0001913844,6.777634e-7,0.0001129088,1.136835e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006262009,"about_ca_system_score_gemma":0.00009930297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01845139,"about_ca_topic_score_gemma":0.4791549,"domain_scores_codex":[0.9985555,0.00002786917,0.0007175609,0.0001091323,0.0004035569,0.0001863628],"domain_scores_gemma":[0.9990797,0.00005760294,0.0003953566,0.00009415884,0.0003249746,0.00004821919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001075934,0.0005816413,0.8567755,0.002736865,0.0002239144,0.0000163439,0.03817706,0.02236914,0.00316432,0.04185322,0.008926744,0.02409929],"study_design_scores_gemma":[0.0008496873,0.00007150437,0.9948281,0.0001547401,0.00005134694,9.502669e-8,0.000669994,0.0006151492,0.001820907,0.0003533086,0.0004510509,0.000134086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945,0.00007670424,0.0002182781,0.0008493532,0.0003120338,0.0002926119,0.002597889,0.00002353216,0.00112954],"genre_scores_gemma":[0.9991009,0.0003223298,0.00007891297,0.0001038127,0.000018748,0.00001007207,0.0003284353,0.000008540597,0.00002830956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4607035,"threshold_uncertainty_score":0.9880849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873550982697263,"score_gpt":0.2150675193842278,"score_spread":0.1963320095572552,"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."}}