{"id":"W2770313408","doi":"10.1007/s12061-017-9244-4","title":"Modelling and Simulating Urban Residential Land Development in Jiading New City, Shanghai","year":2017,"lang":"en","type":"article","venue":"Applied Spatial Analysis and Policy","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Human geography; Geography; Environmental planning; Economic geography; Physical geography; Regional science; Environmental science","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":[0.0003657859,0.0008736648,0.0008088725,0.0007255193,0.0009088134,0.001570906,0.001093227,0.001122097,0.00175071],"category_scores_gemma":[0.0006380103,0.0006706927,0.0009945983,0.001598583,0.0009548068,0.0006721344,0.0006944339,0.0005865527,0.0001425898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004691796,"about_ca_system_score_gemma":0.003978527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.574845,"about_ca_topic_score_gemma":0.5140903,"domain_scores_codex":[0.9997936,0.00005617566,0.0000113921,0.0000351012,0.00001944104,0.00008433207],"domain_scores_gemma":[0.9996697,0.0001295889,0.00002855768,0.00002665718,0.00006369247,0.00008181777],"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":[0.00005095963,0.00005433784,0.01106652,0.00001885041,0.00002690903,0.0001068171,0.00006772192,0.9868116,0.0002392213,0.0005024127,0.0002048128,0.0008497396],"study_design_scores_gemma":[0.00001951715,0.00002956502,0.007522089,0.000003536923,0.00002531449,0.000007555099,0.0002714971,0.9916111,0.0001535137,0.0001614657,0.0001835196,0.00001138277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963924,0.00006164201,0.001257103,0.00008438636,0.00001290957,0.00001413492,0.0004808968,0.00004531417,0.001651123],"genre_scores_gemma":[0.9979326,0.00005392366,0.0005750508,0.000006644186,0.000002780294,0.00001583884,0.0003322937,0.00001052431,0.001070384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.574845,"threshold_uncertainty_score":0.8553177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926130714565539,"score_gpt":0.2516343773639481,"score_spread":0.2323730702182927,"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."}}