{"id":"W2896518126","doi":"10.1080/00083968.2018.1484296","title":"Land grabbing, gender and access to land: implications for local food production and rural livelihoods in Nguti sub-division, South West Cameroon","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of African Studies / Revue canadienne des études africaines","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Land tenure; Customary land; Land grabbing; Agrarian society; Security of tenure; Subdivision; Mainstream; Leasehold estate; Sharecropping; Production (economics); Economic growth; Statutory law; Land reform; Land law; Geography; Resource (disambiguation); Business; Natural resource economics; Political science; Agriculture; Economics; Law","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":[0.0003866302,0.0002533056,0.0004353531,0.0001535038,0.000583254,0.0001266704,0.000293839,0.00007507107,0.000005212992],"category_scores_gemma":[0.0006116814,0.0001183758,0.00006069266,0.0007386082,0.0002778166,0.0002264753,0.00008147888,0.0001239231,7.622229e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003420767,"about_ca_system_score_gemma":0.00009094637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006035452,"about_ca_topic_score_gemma":0.8139278,"domain_scores_codex":[0.9984581,0.00005210052,0.0004424953,0.0003376889,0.00007446406,0.0006351657],"domain_scores_gemma":[0.9979798,0.0001481321,0.000221844,0.00007154986,0.0007664641,0.0008122479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000764923,0.00003573304,0.941243,0.0001122666,0.0002598004,0.00002173526,0.02482376,0.00004704364,0.0004314521,0.002207871,0.00195545,0.02878538],"study_design_scores_gemma":[0.0001956854,0.000814901,0.9750862,0.00017605,0.00004910958,0.0001295065,0.016406,0.00000590989,0.00004148238,0.003214898,0.003583909,0.0002963507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943193,0.001969002,0.0000343074,0.002822475,0.0002326455,0.0004413669,0.0001247981,0.00001068699,0.00004548022],"genre_scores_gemma":[0.9988533,0.000206019,0.0002134204,0.0001694031,0.0004652996,0.00004763965,0.000009546567,0.000004676772,0.00003075121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8078924,"threshold_uncertainty_score":0.9123838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016404821305417,"score_gpt":0.2487482490088887,"score_spread":0.1985842007958345,"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."}}