{"id":"W4253638221","doi":"10.1093/acrefore/9780199389414.013.238","title":"Nomadism","year":2017,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Environmental Science","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pastoralism; Geography; Subsistence agriculture; Population; Livestock; Agriculture; Resource (disambiguation); Natural resource; Agroforestry; Environmental protection; Ecology; Forestry; Biology; Archaeology","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","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002492289,0.0004547413,0.0005826579,0.0004533722,0.001520118,0.000133502,0.004239175,0.0003757238,0.01428818],"category_scores_gemma":[0.0003182665,0.0003907231,0.0001826437,0.0004752932,0.009164687,0.0008426574,0.004899997,0.001144037,0.001559467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009515092,"about_ca_system_score_gemma":0.0002098239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004090665,"about_ca_topic_score_gemma":0.0001942893,"domain_scores_codex":[0.9929848,0.0001880826,0.0005409274,0.001417464,0.003228144,0.001640564],"domain_scores_gemma":[0.9971243,0.000197258,0.0004482958,0.001679557,0.00001416358,0.0005363869],"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":[0.00005398091,0.0006211231,0.04488546,0.0001225393,0.00004312732,0.00009262605,0.0002989237,0.00001408104,0.0002647175,0.0002810553,0.3443292,0.6089931],"study_design_scores_gemma":[0.000265747,0.0002882534,0.1901125,0.00006762985,0.00002245011,0.000005903596,0.00008911802,0.00002001663,0.00003987428,0.0008341995,0.8078999,0.0003543842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06585137,0.0005726737,0.000008858638,0.0001652193,0.001021987,0.0009217554,0.0001349403,0.00002425451,0.931299],"genre_scores_gemma":[0.0828002,0.3004249,0.0007080198,0.00002940266,0.0004556871,0.0001857451,0.0001013288,0.00006835678,0.6152263],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6086388,"threshold_uncertainty_score":0.9998544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017284683669952,"score_gpt":0.3091875140732945,"score_spread":0.279014667236595,"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."}}