{"id":"W4385852306","doi":"10.20944/preprints202308.1161.v1","title":"Augmented Gravity Model of Trade with Social Network Analysis","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Gravity model of trade; Economics; Trade barrier; International trade; International economics; Economic integration; Bilateral trade; Openness to experience; International free trade agreement; Globalization; Free trade; China; Geography","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":[0.001326088,0.001040179,0.001191256,0.001916397,0.0006911623,0.002022259,0.001742284,0.001799549,0.008463583],"category_scores_gemma":[0.003736533,0.0004064138,0.001617866,0.002557467,0.001422299,0.002000986,0.001530972,0.001150792,0.001179966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417623,"about_ca_system_score_gemma":0.001150401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03303681,"about_ca_topic_score_gemma":0.01322952,"domain_scores_codex":[0.9989843,0.0005186392,0.0000347814,0.0001852184,0.0001105215,0.0001665981],"domain_scores_gemma":[0.9981951,0.00093357,0.000395912,0.0001235732,0.0002138965,0.0001378985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008554826,0.00008682785,0.01650635,0.00006864483,0.0001772821,0.000429456,0.0002544166,0.8322774,0.0002808732,0.134626,0.004032737,0.01117443],"study_design_scores_gemma":[0.00001748817,0.00002121007,0.002117551,0.000009764463,0.00002214576,0.00002982332,0.00005668243,0.9712054,0.00002183565,0.0247441,0.001739278,0.00001478741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.478577,0.002261303,0.4694859,0.006863351,0.0004377349,0.0003403781,0.006824487,0.000989735,0.03422],"genre_scores_gemma":[0.9617414,0.001227093,0.01521052,0.0001745875,0.0002355137,0.0002754259,0.001958466,0.00006682816,0.01911019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03303681,"threshold_uncertainty_score":0.06568903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206434143506074,"score_gpt":0.3510251221400022,"score_spread":0.2303817077893948,"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."}}