{"id":"W4402958036","doi":"10.1002/ldr.5298","title":"Impacts of Urbanization on Economic Development and Ecological Protection of the Wuhan City Circle, China","year":2024,"lang":"en","type":"article","venue":"Land Degradation and Development","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"National Natural Science Foundation of China","keywords":"Urbanization; China; Geography; Environmental planning; Ecology; Environmental protection; Environmental resource management; Economic geography; Environmental science; Biology","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":[0.000410239,0.0002682682,0.0001711126,0.001274726,0.0006214272,0.001053658,0.0003208824,0.0002005422,0.001967403],"category_scores_gemma":[0.0010144,0.0001584394,0.00035632,0.002015334,0.0007034869,0.0007165836,0.00156608,0.0002975973,0.00009639611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00259984,"about_ca_system_score_gemma":0.002325791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08604068,"about_ca_topic_score_gemma":0.1200153,"domain_scores_codex":[0.9995697,0.0001187809,0.00002779259,0.00006779622,0.00008576491,0.0001301307],"domain_scores_gemma":[0.9993993,0.00007536943,0.0001850328,0.00003836812,0.0001475552,0.0001543754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003909244,0.00005155653,0.9776464,0.00004360541,0.0001145127,0.0005876598,0.001253502,0.003629105,0.0008312038,0.003913871,0.001043243,0.01084626],"study_design_scores_gemma":[0.0000030091,0.00001525981,0.9928081,0.00001105813,0.00001652135,0.00003985111,0.001226476,0.003820165,0.0001409756,0.0003047001,0.001604421,0.000009547955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976506,0.00008914551,0.0001676969,0.0002531858,0.000005352823,0.000009715215,0.0002213646,0.000007508791,0.001595609],"genre_scores_gemma":[0.9994832,0.00005595396,0.00006195045,0.00001141406,0.000002835299,0.000006382416,0.0001372221,0.000001551984,0.0002393989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08604068,"threshold_uncertainty_score":0.1710798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277555949105677,"score_gpt":0.201199916975197,"score_spread":0.1884243574841403,"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."}}