{"id":"W4417353414","doi":"10.21686/2410-7395-2025-4-178-188","title":"Smartization of International Trade as a Modern and Long-Term Trend of its Development: Characteristics, Factors, Possible Consequences","year":2025,"lang":"","type":"article","venue":"International Trade and Trade Policy","topic":"Global Political and Economic Relations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trade barrier; International trade and water; Globalization; Adaptability; Free trade; Quarter (Canadian coin); World trade; Field (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008678615,0.0001499174,0.0001800912,0.001994869,0.001032955,0.005975459,0.0002678189,0.0006599799,0.003701822],"category_scores_gemma":[0.002210903,0.00008070331,0.0002284923,0.005633697,0.002949933,0.00431545,0.001392728,0.0008487453,0.0004153112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001848936,"about_ca_system_score_gemma":0.001464167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574758,"about_ca_topic_score_gemma":0.002062653,"domain_scores_codex":[0.9991454,0.000215386,0.00006340496,0.0001366403,0.000289851,0.0001492752],"domain_scores_gemma":[0.9977914,0.0005156978,0.0008224575,0.0002008824,0.0004297051,0.0002397428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000119169,0.0001516739,0.3410295,0.0004270232,0.00006420622,0.001491923,0.01760034,0.001508275,0.002654006,0.4982887,0.006084349,0.1305809],"study_design_scores_gemma":[0.000006620785,0.0001232044,0.7043789,0.0005271608,0.00004253081,0.002663887,0.04302673,0.002975849,0.001197773,0.0967287,0.1482594,0.0000692446],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7662914,0.01397811,0.006134979,0.01233747,0.0002787321,0.00009931329,0.0006517327,0.00008827355,0.20014],"genre_scores_gemma":[0.9917457,0.003165409,0.0007908351,0.0001806164,0.0001281461,0.00001892862,0.0001434023,0.00001213865,0.003814846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005975459,"threshold_uncertainty_score":0.01341504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03322234891312696,"score_gpt":0.3205348909757214,"score_spread":0.2873125420625944,"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."}}