{"id":"W3141821730","doi":"","title":"Land Demarcation Systems","year":2011,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Land Rights and Reforms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incentive; Plaintiff; Geography; Property (philosophy); Population; Land use; Investment (military); Land tenure; Economic geography; Focus (optics); Economics; Economy; Natural resource economics; Business; Political science; Law; Civil engineering; Market economy; Engineering; Sociology; Archaeology; Agriculture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008811661,0.0001453548,0.0001926802,0.001558779,0.001829146,0.002825649,0.0008561303,0.0004795257,0.02699361],"category_scores_gemma":[0.003757145,0.0001621183,0.0002727167,0.002777366,0.002624933,0.002348989,0.002050869,0.0007712744,0.001888337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003452216,"about_ca_system_score_gemma":0.001366974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00774188,"about_ca_topic_score_gemma":0.008915423,"domain_scores_codex":[0.9982188,0.000462005,0.0001145689,0.0004798798,0.0004652095,0.0002595514],"domain_scores_gemma":[0.9978119,0.0004111606,0.0005628382,0.0005755817,0.0004744896,0.0001641049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000336853,0.00003965467,0.01318094,0.00007874414,0.00002026732,0.0001215897,0.001511314,0.006466629,0.0007279257,0.9227941,0.005525446,0.04949984],"study_design_scores_gemma":[0.00005397259,0.0001319004,0.06492709,0.0002322713,0.00003232485,0.0006796062,0.007104811,0.02434473,0.001947046,0.4341086,0.4663733,0.00006425463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3932291,0.0009267358,0.08023385,0.002272546,0.00009513908,0.0003222442,0.002064292,0.0003172419,0.5205388],"genre_scores_gemma":[0.9648378,0.00016142,0.009478533,0.00007067552,0.0000180235,0.00005405084,0.0005870457,0.00002700382,0.02476538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02699361,"threshold_uncertainty_score":0.09030259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04650892512330372,"score_gpt":0.2694464073147047,"score_spread":0.2229374821914009,"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."}}