{"id":"W3128556398","doi":"10.3390/land10020172","title":"The Expansion Mechanism of Rural Residential Land and Implications for Sustainable Regional Development: Evidence from the Baota District in China’s Loess Plateau","year":2021,"lang":"en","type":"article","venue":"Land","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Natural Science Foundation of China","keywords":"Urbanization; Geography; China; Land use; Rural area; Rural settlement; Sustainable development; Rural housing; Resource (disambiguation); Environmental planning; Socioeconomics; Economic growth; Ecology","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":[0.0008352339,0.0001367327,0.000176201,0.001063246,0.0006138093,0.0007631043,0.0005080265,0.0002006312,0.001453432],"category_scores_gemma":[0.001948499,0.0001481786,0.0003171343,0.002100465,0.001321773,0.001007066,0.001126477,0.0002855476,0.00009652746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004713,"about_ca_system_score_gemma":0.001227447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0545493,"about_ca_topic_score_gemma":0.1224533,"domain_scores_codex":[0.9994701,0.0001746769,0.00003407128,0.0001046076,0.00007819309,0.0001384436],"domain_scores_gemma":[0.9986577,0.000375758,0.0003983894,0.00009092221,0.0002354581,0.0002417896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003634471,0.00003530123,0.9863194,0.00005258012,0.00003517517,0.0002633834,0.003537858,0.0002663578,0.000415114,0.0007573057,0.0001605207,0.008120734],"study_design_scores_gemma":[0.000001677654,0.00001282149,0.9938306,0.00001829511,0.00001290494,0.00004150851,0.004878157,0.0004298452,0.00003921287,0.0001220231,0.0006090638,0.000003910273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987372,0.0001768885,0.00006724927,0.000155865,0.000001328063,0.000003701067,0.00004978338,0.000001545401,0.0008065492],"genre_scores_gemma":[0.9997337,0.000086329,0.00003208177,0.000008969022,0.000001633966,0.00000223781,0.00005221439,4.84532e-7,0.00008239858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0545493,"threshold_uncertainty_score":0.1084636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287051773248895,"score_gpt":0.2291536175147827,"score_spread":0.2162830997822938,"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."}}