{"id":"W4367665115","doi":"10.1007/978-3-031-26340-8_4","title":"The Impact of HSR on Same-Day Intercity Mobility: Evidence from the Yangtze River Delta Region","year":2023,"lang":"en","type":"book-chapter","venue":"Springer proceedings in business and economics","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Yangtze river; Delta; Geography; Environmental science; Physical geography; China; Physics; Archaeology; Astronomy","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":[0.001866725,0.0002422361,0.0004015833,0.000110128,0.0005052332,0.0002501086,0.0005649023,0.0002595275,0.0000549884],"category_scores_gemma":[0.0007946838,0.0001638956,0.0001938092,0.0001429638,0.001022634,0.0002604077,0.0001692526,0.000345085,0.00001768214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004048342,"about_ca_system_score_gemma":0.0002446081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06349868,"about_ca_topic_score_gemma":0.03920629,"domain_scores_codex":[0.9986224,0.00002362696,0.0004730452,0.000489367,0.0001443491,0.0002471817],"domain_scores_gemma":[0.9978951,0.001029505,0.0004233544,0.0002866347,0.0003029279,0.00006246816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007165851,0.0002206183,0.2530733,0.0004213901,0.001054257,0.00000583349,0.0829815,0.002256157,0.00001570992,0.4184279,0.00400123,0.2368255],"study_design_scores_gemma":[0.0005358791,0.0001492337,0.648825,0.003878601,0.000354424,8.675277e-7,0.005866487,0.004672442,0.00002070065,0.2951181,0.03925781,0.001320493],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785386,0.0005790845,0.00003743226,0.004180441,0.0003364596,0.0006499534,0.00004535591,0.00005248912,0.01558021],"genre_scores_gemma":[0.9760243,0.01519426,0.00001192539,0.00009219861,0.0004394336,0.00003030997,0.000007731421,0.000034506,0.008165301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3957517,"threshold_uncertainty_score":0.9783257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0570055419599249,"score_gpt":0.2835565568549643,"score_spread":0.2265510148950394,"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."}}