{"id":"W7028035378","doi":"","title":"Dissolving the pastoral commons, enhancing enclosures: commercialization, corruption and colonial continuities amongst Maasai pastoralists of Southern Kenya","year":2014,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Medical and Health Sciences Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Land tenure; Maasai; Population; Pastoralism; State (computer science); Bureaucracy; Politics; Language change; Grassroots; Agency (philosophy)","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002935763,0.0005148703,0.001121246,0.0003189912,0.001576262,0.0000970883,0.0005252991,0.0006677167,0.0003818146],"category_scores_gemma":[0.002099705,0.0003847233,0.000218336,0.0005130193,0.0005784239,0.000230918,0.0001552479,0.001434923,0.00004449824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132001,"about_ca_system_score_gemma":0.0002302232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003079694,"about_ca_topic_score_gemma":0.02789795,"domain_scores_codex":[0.9947312,0.0007324139,0.001297189,0.0007161591,0.001745334,0.0007776598],"domain_scores_gemma":[0.9963514,0.0007388973,0.0008799698,0.0005848193,0.0008576825,0.0005872391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01035534,0.002530104,0.1395102,0.03074171,0.001336132,0.000287116,0.006862909,0.00003687865,0.1176566,0.1025249,0.001855375,0.5863028],"study_design_scores_gemma":[0.01573424,0.006653895,0.3560081,0.02391446,0.002805698,0.000320164,0.02976823,0.001686588,0.04231825,0.01612743,0.4995194,0.005143484],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916332,0.0005727709,0.000003079757,0.0003653725,0.001007984,0.001225897,0.000679468,0.00008542892,0.004426742],"genre_scores_gemma":[0.9913556,0.0002954752,0.0001071862,0.0005412436,0.0002295934,0.0001154294,0.001079198,0.00008751318,0.006188782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5811593,"threshold_uncertainty_score":0.9998605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301447445683351,"score_gpt":0.3013946765641445,"score_spread":0.278380202107311,"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."}}