{"id":"W2023153826","doi":"10.1080/0042098042000268429","title":"Network Accessibility and the Spatial Distribution of Economic Activity in Eastern Asia","year":2004,"lang":"en","type":"article","venue":"Urban Studies","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Economic geography; Distribution (mathematics); Process (computing); Regional science; Economic integration; Spatial distribution; Multivariate statistics; Geography; Economics; Computer science; International trade","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":[0.000977812,0.00008345805,0.0002639578,0.00001073277,0.0002661971,0.00002399528,0.0001389416,0.00004459831,0.000007066167],"category_scores_gemma":[0.00009053799,0.00005743738,0.00004834582,0.0001044544,0.001215615,0.0002125446,0.00005582315,0.0000915998,0.000001608383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567054,"about_ca_system_score_gemma":0.00008242665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01055716,"about_ca_topic_score_gemma":0.07017169,"domain_scores_codex":[0.9991447,0.0001356109,0.000213593,0.0002003295,0.0001125409,0.0001932399],"domain_scores_gemma":[0.9995303,0.0001549022,0.0001190719,0.0001352922,0.00003330732,0.00002715978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001392249,0.00003698229,0.9875447,0.0000168318,0.00002282887,5.284612e-7,0.005233357,0.00003871195,0.000001396551,0.004829282,0.00006103113,0.002075112],"study_design_scores_gemma":[0.0008344144,0.00001214005,0.9688587,0.00002279971,0.00001937774,2.306711e-8,0.001041188,0.00001537366,0.00003192104,0.02893713,0.0001631724,0.0000637142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952077,0.001933802,0.0001564382,0.001164805,0.0002006662,0.000266537,0.0000124425,0.00001602421,0.001041615],"genre_scores_gemma":[0.9995939,0.0001115121,0.000008644376,0.00001366887,0.00020364,0.00001392071,0.000002302377,0.000002459279,0.00004995263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05961453,"threshold_uncertainty_score":0.9960316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03453713097840991,"score_gpt":0.3188734498519516,"score_spread":0.2843363188735417,"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."}}