{"id":"W4412075712","doi":"10.1016/j.habitatint.2025.103496","title":"Reconfiguring rural development: Spatial diffusion of E-Commerce and its multifaceted effects","year":2025,"lang":"en","type":"article","venue":"Habitat International","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Humanities and Social Science Fund of Ministry of Education of China; Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China; Ministry of Natural Resources","keywords":"Diffusion; Economic geography; Business; Rural development; Regional science; Geography; Environmental planning; Physics; Thermodynamics; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001070014,0.0001809071,0.0002433414,0.001667204,0.0006780997,0.003788562,0.0005082968,0.0007785511,0.005006473],"category_scores_gemma":[0.006762653,0.0001997504,0.0002662816,0.003099523,0.002792654,0.003314161,0.002322342,0.0006201619,0.0002762079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001618698,"about_ca_system_score_gemma":0.001145391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013347,"about_ca_topic_score_gemma":0.01780528,"domain_scores_codex":[0.9991989,0.0003842273,0.00003763713,0.0001143476,0.0001118328,0.0001530969],"domain_scores_gemma":[0.9940148,0.003368462,0.001099638,0.0004974754,0.0005207852,0.0004989044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002787934,0.0003501171,0.675777,0.0004351547,0.0002167437,0.0009969049,0.01893518,0.009448498,0.006222913,0.1039465,0.00242946,0.1809628],"study_design_scores_gemma":[0.00002291312,0.0001960507,0.8708032,0.0002278543,0.0000895711,0.0005504033,0.05065543,0.00866807,0.001144722,0.04744931,0.02013401,0.00005845057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627591,0.001205918,0.002991299,0.003126825,0.00001953171,0.00002669959,0.000197055,0.00004453062,0.02962906],"genre_scores_gemma":[0.9989709,0.0002510215,0.0003167869,0.00003016534,0.00000553373,0.00000251255,0.00001419931,0.000004663451,0.0004044556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013347,"threshold_uncertainty_score":0.02014899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785928951072543,"score_gpt":0.2882631156105077,"score_spread":0.2704038260997823,"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."}}