{"id":"W3035144811","doi":"10.1163/17087384-12340053","title":"Appraising Grazing Laws in Nigeria. Pastoralists versus Farmers","year":2020,"lang":"en","type":"article","venue":"African Journal of Legal Studies","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pastoralism; Grazing; Reign; State (computer science); Constitution; Geography; Law; Political science; Livestock; Forestry; Ecology; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002251557,0.00009648059,0.000251146,0.00004051724,0.00008190385,0.00001864275,0.0001718643,0.00001788523,0.00007957307],"category_scores_gemma":[0.0001420494,0.0000772949,0.00006247517,0.000241974,0.0001411837,0.0002530805,0.0001445139,0.0001438768,0.00002636321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046856,"about_ca_system_score_gemma":0.000006196125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000045092,"about_ca_topic_score_gemma":0.0004350396,"domain_scores_codex":[0.9991612,0.00006531264,0.0002687024,0.0001190813,0.0001839934,0.0002017558],"domain_scores_gemma":[0.9995901,0.00009060665,0.0001855785,0.00004416489,0.00001006748,0.00007946592],"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":[0.002077063,0.0002328087,0.8304776,0.00006597482,0.0008264525,0.00143716,0.03889958,0.007176991,0.002424657,0.001025995,0.08342922,0.03192652],"study_design_scores_gemma":[0.004001985,0.001996712,0.2419555,0.00004699118,0.0001024949,0.00002281473,0.04784933,0.00006619238,0.00007401845,0.0001927292,0.7032495,0.0004417915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798841,0.0005676032,0.0001326163,0.007028433,0.0005202306,0.00007748363,5.9606e-7,0.000009289629,0.01177964],"genre_scores_gemma":[0.9989749,0.0001016219,0.000532854,0.0001918063,0.0001247129,0.000001928968,1.548082e-7,0.000006250691,0.00006580845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6198202,"threshold_uncertainty_score":0.3151995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04567683564062899,"score_gpt":0.2840639828970184,"score_spread":0.2383871472563894,"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."}}