{"id":"W4312369746","doi":"10.3138/cart-2021-0011","title":"Cartographic Enclosure and Urban Cadastral Mapping in the Ethiopian Somali Capital","year":2022,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Land Rights and Reforms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cadastre; Somali; Geography; Commodification; Land registration; Property rights; Real property; Cartography; Property (philosophy); Land administration; Easement; State (computer science); Political science; Environmental planning; Land tenure; Economy; Archaeology; Law; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001272983,0.0001370027,0.0001121796,0.0002138357,0.001619524,0.0004727018,0.0004167729,0.0000668244,0.00003900405],"category_scores_gemma":[0.00002706121,0.00003513171,0.0001444034,0.0005893651,0.0001405029,0.0005269782,0.00008958877,0.000351757,3.168075e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001562091,"about_ca_system_score_gemma":0.00001700437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002721263,"about_ca_topic_score_gemma":0.000440252,"domain_scores_codex":[0.9985468,0.0001286067,0.0004195369,0.0001219003,0.0005577606,0.000225373],"domain_scores_gemma":[0.9993286,0.0001306892,0.0002404266,0.00004732093,0.0001920189,0.00006096878],"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":[0.0002872564,0.0002446832,0.7352764,0.00005189304,0.0003575618,0.00001843273,0.03731177,0.0003929535,0.0009173984,0.1044819,0.003822836,0.116837],"study_design_scores_gemma":[0.0009387826,0.0003403467,0.4017396,0.00002704059,0.00003206875,0.0006678192,0.02238946,0.001473802,0.000009892034,0.01056066,0.5615533,0.0002672063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870523,0.0002874655,0.00007843428,0.01128238,0.0006910426,0.0004093202,0.00009398645,0.00002010153,0.00008496655],"genre_scores_gemma":[0.996577,0.0008475628,0.00001365633,0.001874846,0.0002623725,0.00007274536,0.0003153069,0.000001295216,0.00003523699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5577305,"threshold_uncertainty_score":0.9996802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088188449237825,"score_gpt":0.2265166039270915,"score_spread":0.2156347194347133,"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."}}