{"id":"W3129543964","doi":"10.3390/land10020193","title":"The Rush to the Peripheries: Land Rights and Tenure Security in Peri-Urban Ethiopia","year":2021,"lang":"en","type":"article","venue":"Land","topic":"Land Rights and Reforms","field":"Agricultural and Biological Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Direktoratet for Utviklingssamarbeid; Hawassa University","keywords":"Land tenure; Population; Urban planning; Business; Economic growth; Land law; Geography; Security of tenure; Agricultural economics; Agriculture; Economics; Civil engineering","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":[0.0001353631,0.00007467978,0.00008882816,0.00000178212,0.0005088569,0.0001381355,0.0001019875,0.00006410306,0.00008708928],"category_scores_gemma":[0.00001155845,0.000008835101,0.00002723769,0.000129246,0.0000568418,0.00003532316,0.00005996962,0.0001232971,0.000008318879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005789059,"about_ca_system_score_gemma":0.000005555055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001993258,"about_ca_topic_score_gemma":0.1601624,"domain_scores_codex":[0.9994463,0.0000456513,0.00008785252,0.0001498666,0.00009840175,0.0001719212],"domain_scores_gemma":[0.9997704,0.00007767385,0.0000171004,0.00005566331,0.00002351224,0.000055644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001194775,0.0001172107,0.9386052,0.0000211158,0.00004545632,0.0001342929,0.01250568,0.00000357176,0.002162909,0.002530023,0.007592141,0.03616291],"study_design_scores_gemma":[0.00008513824,0.00003792507,0.282594,0.00001097287,0.00000233866,0.00001459335,0.000251365,0.00001005989,0.00006983114,0.002345493,0.7145168,0.00006154496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825036,0.0005908423,1.096397e-7,0.01549674,0.0001478702,0.00009497302,0.00001681289,0.00001122176,0.001137832],"genre_scores_gemma":[0.9917455,0.0002706785,0.000005300481,0.0003920691,0.0003596554,0.000007941463,0.00001196507,4.857552e-7,0.007206412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7069246,"threshold_uncertainty_score":0.8551624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007000871698605398,"score_gpt":0.1962413668944094,"score_spread":0.189240495195804,"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."}}