{"id":"W7118191477","doi":"10.18280/ijsdp.201110","title":"Spatial Agglomeration and Regional Disparities: A Comparative Analysis Based on the Interregional Input-Output Model","year":2025,"lang":"","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Regional Economics and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Economies of agglomeration; Urban agglomeration; Spatial variability","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001333474,0.0003370355,0.0008311001,0.002425096,0.000484957,0.0007373088,0.0004791337,0.0001470874,0.00005746142],"category_scores_gemma":[0.0001734313,0.0003023111,0.0003088085,0.0005466806,0.0002157419,0.0004387507,0.0001797623,0.0004415339,0.000002748805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004783245,"about_ca_system_score_gemma":0.0005447778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003296626,"about_ca_topic_score_gemma":0.000063599,"domain_scores_codex":[0.9973663,0.00006343034,0.001540663,0.0004359581,0.0002600444,0.0003336006],"domain_scores_gemma":[0.9970788,0.0005536174,0.001327383,0.0001441439,0.0007648566,0.0001311562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001349781,0.0003140176,0.0947868,0.00008483805,0.009469667,0.0002032946,0.01018188,0.353148,0.000001433585,0.5245753,0.00346319,0.002421857],"study_design_scores_gemma":[0.001121989,0.00008863674,0.0418366,0.0002810026,0.0002567589,0.000007987175,0.007617313,0.9112732,0.00001575241,0.01929573,0.01784457,0.0003604706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.751236,0.003102675,0.2153313,0.02563713,0.0005496159,0.0002527471,0.00004718717,0.00000592071,0.003837408],"genre_scores_gemma":[0.993572,0.0004659273,0.001098527,0.002318097,0.0001815136,0.00001614798,0.00006392108,0.000009367646,0.002274476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5581253,"threshold_uncertainty_score":0.9999429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0415215441229831,"score_gpt":0.2598241491848017,"score_spread":0.2183026050618186,"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."}}