{"id":"W7164936677","doi":"10.1080/17153379.2013.12556928","title":"Change in Democratic Mongolia: Social Relations, Health, Mobile Pastoralism, and Mining. Brill’s Inner Asian Library, v. 25.","year":2013,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Democracy; East Asia; Social change; Democratization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000487171,0.0002608931,0.0002187971,0.0007498733,0.001914566,0.001866524,0.0003270261,0.0009848502,0.01284529],"category_scores_gemma":[0.0004496186,0.0002587854,0.0001481317,0.001909541,0.001048386,0.00122737,0.001138431,0.000876076,0.0009237987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00204498,"about_ca_system_score_gemma":0.003381894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06100885,"about_ca_topic_score_gemma":0.186618,"domain_scores_codex":[0.9998728,0.000055345,0.000008616593,0.000008376582,0.00001746972,0.00003733686],"domain_scores_gemma":[0.9998026,0.000082439,0.00002523017,0.00001427985,0.00002300785,0.00005235601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001231965,0.00009424455,0.02067858,0.001806366,0.00003615388,0.0005042073,0.03689627,0.0002856124,0.00138923,0.01607207,0.5572337,0.3648804],"study_design_scores_gemma":[0.000009733461,0.00007648982,0.08023791,0.0008344189,0.00001999353,0.0002069855,0.01568612,0.00009987911,0.0002719593,0.001693741,0.9008478,0.00001499344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.09010401,0.6967456,0.0003063891,0.1160275,0.004987902,0.00004015805,0.001703931,0.0001455062,0.08993899],"genre_scores_gemma":[0.4859583,0.2346137,0.0005492006,0.009400895,0.003111224,0.00007925581,0.001750501,0.00006562747,0.2644713],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06100885,"threshold_uncertainty_score":0.1213074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009796142343977805,"score_gpt":0.2159474942427878,"score_spread":0.20615135189881,"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."}}