{"id":"W614067201","doi":"","title":"Global trade flows and transportation challenges","year":2006,"lang":"en","type":"article","venue":"TR news","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"International trade; Business; Computer science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000723343,0.0001073363,0.0002191048,0.0000357887,0.00004071532,0.00003336569,0.00007662552,0.00008073562,0.00005897509],"category_scores_gemma":[0.00000283899,0.0001316973,0.00006016576,0.00006124411,0.00002053236,0.000162098,0.000003377492,0.00003921473,0.0001439811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004350291,"about_ca_system_score_gemma":0.000004346394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006748385,"about_ca_topic_score_gemma":0.003501319,"domain_scores_codex":[0.9991839,0.000003247847,0.0003371232,0.0002726968,0.00001257059,0.0001904931],"domain_scores_gemma":[0.9997173,0.000007432577,0.0000926231,0.0001287845,0.000002220591,0.00005163605],"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":[0.00001176069,0.00006402757,0.09132511,0.0000246386,0.0000179647,0.000004292824,0.0001291095,0.0001955734,0.00000414109,0.9001408,0.002361734,0.005720851],"study_design_scores_gemma":[0.0005634812,0.00003572676,0.614063,0.000003606166,0.000005376948,0.000004133433,0.00007458661,0.0004888143,0.000007279067,0.1211839,0.2633732,0.0001969054],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9048814,0.01029526,0.0002606538,0.005569461,0.000271624,0.0001272896,0.0002887681,0.00005859835,0.0782469],"genre_scores_gemma":[0.9973021,0.001677471,0.0005290748,0.0001909041,0.0001428916,0.000006961301,0.00003114808,0.000009364407,0.0001101539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7789569,"threshold_uncertainty_score":0.537046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05364567062488928,"score_gpt":0.2030656917293933,"score_spread":0.149420021104504,"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."}}