{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"5ce2b992a406","filters":{"venue":"Nomadic Peoples"}},"results":[{"id":"W1968964713","doi":"10.3167/np.2007.110204","title":"Transhumant Pastoralism in Yak Production in the Lower Mustang District of Nepal","year":2007,"lang":"en","type":"article","venue":"Nomadic Peoples","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture Food and Rural Development","funders":"","keywords":"Herd; YAK; Pastoralism; Geography; Wool; Grazing; Livestock; Herding; Biology; Agricultural science; Animal science; Agronomy; Forestry","authors":[{"name":"A. Allan Degen","is_ca":false},{"name":"Michael Kam","is_ca":false},{"name":"Shambhu B. Pandey","is_ca":false},{"name":"Chet R. Upreti","is_ca":false},{"name":"S.U. Pandey","is_ca":false},{"name":"Prajwal R. Regmi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009396857050648386,"gpt":0.2210450838792238,"spread":0.2116482268285754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001435279,0.0001272752,0.0001328522,0.0007347661,0.001586497,0.0008523875,0.0003578695,0.0002373429,0.003674436],"category_scores_gemma":[0.0003354331,0.0001683544,0.00008383759,0.001349049,0.001091626,0.0004281629,0.0009197429,0.0003568988,0.0001754241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038507,"about_ca_system_score_gemma":0.0009092981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04802401,"about_ca_topic_score_gemma":0.1605513,"domain_scores_codex":[0.9998055,0.00005026043,0.00001171003,0.00002695681,0.00002386385,0.00008177421],"domain_scores_gemma":[0.9997337,0.00005406583,0.00009800978,0.000008690869,0.00002215582,0.00008335563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000537128,0.0001375642,0.9341835,0.0001748923,0.00002797297,0.003990431,0.04409764,0.0001012985,0.002840722,0.00112544,0.0004844545,0.01278242],"study_design_scores_gemma":[0.000003076251,0.00005855309,0.945978,0.00007079879,0.000008177123,0.00104304,0.04959334,0.0001201741,0.0001381036,0.0001296049,0.002847644,0.000009456562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981975,0.0001405605,0.00001358387,0.00008605983,0.000001477889,0.000004238535,0.00005380764,7.742419e-7,0.001502096],"genre_scores_gemma":[0.9993587,0.0001064928,0.00002151287,0.00001870823,8.950822e-7,0.00000492716,0.00002676737,4.797266e-7,0.0004615552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04802401,"threshold_uncertainty_score":0.09548897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023301008","doi":"10.3167/np.2013.170204","title":"The Collapsing Platform for Pastoralism: Land Sales and Land Loss in Kajiado County, Kenya","year":2013,"lang":"en","type":"article","venue":"Nomadic Peoples","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Social Sciences and Humanities Research Council","funders":"","keywords":"Maasai; Pastoralism; Rangeland; Communal land; Land tenure; Geography; Subdivision; Land titling; Leasehold estate; Land use; Language change; Livestock; Business; Environmental planning; Agroforestry; Political science; Forestry; Tanzania; Ecology; Agriculture","authors":[{"name":"John G. Galaty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009338296220689052,"gpt":0.2128482698020458,"spread":0.2035099735813568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003982361,0.0001118037,0.0001366412,0.000681188,0.003879561,0.001082306,0.0004215403,0.000492031,0.003592175],"category_scores_gemma":[0.001054931,0.0001505617,0.00006714038,0.0009475577,0.001940113,0.0008448638,0.001541458,0.0007935389,0.0001553222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203674,"about_ca_system_score_gemma":0.001279706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07264111,"about_ca_topic_score_gemma":0.2423953,"domain_scores_codex":[0.9997594,0.00006507102,0.000007607953,0.00001692536,0.0000332973,0.0001177926],"domain_scores_gemma":[0.9992661,0.0001500889,0.000319777,0.00001566632,0.00006570906,0.000182678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001105669,0.0002570716,0.9105507,0.00006445904,0.00002110999,0.003528585,0.06979425,0.0002597779,0.0009930909,0.002247642,0.001206264,0.01096652],"study_design_scores_gemma":[0.000003430214,0.0000582782,0.8129012,0.00004370817,0.000006537386,0.0004498439,0.1837014,0.0002331862,0.0001104781,0.0001965202,0.002288113,0.000007263128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991773,0.0000361157,0.000006127341,0.00009484518,5.493181e-7,0.000002397347,0.00001400401,1.98324e-7,0.0006684625],"genre_scores_gemma":[0.9995531,0.0000563732,0.0000134983,0.00001170147,8.979935e-7,0.00000309219,0.00001317647,2.613866e-7,0.0003478679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07264111,"threshold_uncertainty_score":0.1444366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966821284","doi":"10.3167/np.2010.140207","title":"The Rise of the 'Traider': The Commercialization of Raiding in Karamoja","year":2010,"lang":"en","type":"article","venue":"Nomadic Peoples","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Commercialization; Geography; Ethnology; History; Political science; Law","authors":[{"name":"Dave Eaton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004441168229246131,"gpt":0.2017864812102878,"spread":0.1973453129810417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001714425,0.0002641661,0.0003175696,0.0009960007,0.009088386,0.004638629,0.0009923677,0.001504991,0.00550426],"category_scores_gemma":[0.004299268,0.000511695,0.00009693166,0.001572568,0.006968216,0.002849171,0.004124887,0.002321,0.000469262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436306,"about_ca_system_score_gemma":0.001463196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004080085,"about_ca_topic_score_gemma":0.01439757,"domain_scores_codex":[0.9985228,0.0007755805,0.00005673048,0.0001050599,0.0001627349,0.000377036],"domain_scores_gemma":[0.9964778,0.001935216,0.001015278,0.000168818,0.0001604885,0.0002424011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007232571,0.00007645794,0.01826699,0.0002580229,0.000008869441,0.008278054,0.9371954,0.00006265451,0.003052416,0.007700766,0.001554651,0.02347344],"study_design_scores_gemma":[0.000004399375,0.0001045306,0.02069264,0.0002082498,0.000009735657,0.002983233,0.9367492,0.0001062109,0.0006924345,0.0005071702,0.03791818,0.00002409711],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799623,0.0005903233,0.0002211816,0.0009071868,0.00003001443,0.00001441931,0.000008760693,0.000004731126,0.01826104],"genre_scores_gemma":[0.9971086,0.0003604047,0.00009823006,0.0001260121,0.00001284149,0.000007179016,0.000004170442,0.000003925984,0.002278592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009088386,"threshold_uncertainty_score":0.01841354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167526032","doi":"10.3167/np.2006.100206","title":"Is Siberian Reindeer Herding in Crisis? Living with Reindeer Fifteen Years after the End of State Socialism","year":2006,"lang":"en","type":"article","venue":"Nomadic Peoples","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Aurora College","funders":"","keywords":"Herding; Socialism; Profit (economics); State (computer science); Geography; Political science; Economy; History; Economics; Communism; Politics; Law; Archaeology; Neoclassical economics","authors":[{"name":"David G. Anderson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003975923918177514,"gpt":0.1896693099836661,"spread":0.1856933860654885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314912,0.0001227489,0.0003305971,0.0004729651,0.004451303,0.002512873,0.0005468237,0.00195411,0.003647891],"category_scores_gemma":[0.002650194,0.00009233181,0.0001608176,0.0008724304,0.002793364,0.001676359,0.001733481,0.002275276,0.0002514134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002568677,"about_ca_system_score_gemma":0.001179935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04211452,"about_ca_topic_score_gemma":0.05751509,"domain_scores_codex":[0.9996479,0.0001005919,0.00002358551,0.00003238943,0.00003749176,0.0001580411],"domain_scores_gemma":[0.9987341,0.0002329148,0.0003922938,0.00005295229,0.0001982467,0.000389512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004293353,0.0001279481,0.4604099,0.0002286584,0.00009848601,0.01349855,0.4567415,0.0003161037,0.002131341,0.01169153,0.02281179,0.03151486],"study_design_scores_gemma":[0.00001088148,0.0001260333,0.4774588,0.0002295523,0.00002958091,0.001372252,0.4757303,0.0002502013,0.0004404486,0.002085151,0.04222659,0.00004010786],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664382,0.001301756,0.00006837319,0.02713909,0.0002290227,0.000003696114,0.00009866089,0.000004963889,0.004716142],"genre_scores_gemma":[0.9970357,0.0006452379,0.00001886116,0.001187602,0.00008927895,0.000004535737,0.00005860901,0.000001484793,0.0009587383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04211452,"threshold_uncertainty_score":0.0837388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2315053286","doi":"10.3197/np.2014.180106","title":"'Unused' Land and Unfulfilled Promises: Justifications for Displacing Communities in East Africa","year":2014,"lang":"en","type":"article","venue":"Nomadic Peoples","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Appropriation; Land grabbing; Narrative; Investment (military); Scale (ratio); Economic Justice; Political science; Work (physics); Law and economics; Political economy; Environmental ethics; Sociology; Geography; Law; Engineering; Epistemology; Cartography; Archaeology","authors":[{"name":"John G. Galaty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02649790339012894,"gpt":0.2066965002139803,"spread":0.1801985968238514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007971431,0.0003917913,0.0002934019,0.001055521,0.01267237,0.005617258,0.001026569,0.002884931,0.003704672],"category_scores_gemma":[0.01015326,0.0003643658,0.0001567984,0.000719631,0.03522695,0.005865008,0.007291786,0.002673904,0.0001668915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004926689,"about_ca_system_score_gemma":0.002691767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007141132,"about_ca_topic_score_gemma":0.01416574,"domain_scores_codex":[0.9941821,0.004284622,0.0001304987,0.0002235998,0.0003866891,0.0007924669],"domain_scores_gemma":[0.9926328,0.00539623,0.0009056543,0.0003031454,0.0003430759,0.0004190346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004478473,0.00002622309,0.002279445,0.0001139356,0.000007220331,0.001895944,0.5097952,0.0002713249,0.0008691103,0.4785369,0.000618016,0.005541815],"study_design_scores_gemma":[0.00002362559,0.00007717817,0.003853847,0.0004720494,0.00002097215,0.0009586352,0.8231779,0.00145467,0.001383242,0.1161519,0.05238092,0.00004510014],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8609661,0.001014481,0.005485047,0.01411082,0.00005654155,0.00005506966,0.00001457886,0.00001317162,0.1182842],"genre_scores_gemma":[0.9987158,0.000088647,0.0002479047,0.0001202224,0.000003525336,0.000007693237,9.612993e-7,0.000002023683,0.0008133054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01267237,"threshold_uncertainty_score":0.04215747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3161404077","doi":"10.3197/np.2021.250102","title":"Scale, Landscape and Indigenous Bedouin Land Use: Spatial Order and Agricultural sedentarisation in the Negev Highland","year":2021,"lang":"en","type":"article","venue":"Nomadic Peoples","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Geography; Scale (ratio); Settlement (finance); Indigenous; Mandate; Human settlement; Agriculture; Space (punctuation); Land use; Sustainable development; Economic geography; Environmental resource management; Archaeology; Ecology; Political science; Cartography; Business; Law","authors":[{"name":"Ariel Meraiot","is_ca":false},{"name":"Avinoam Meir","is_ca":false},{"name":"Steven T. Rosen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005231133327809,"gpt":0.1847665058618923,"spread":0.1795353725340833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003509066,0.00007895374,0.0001342879,0.0008633339,0.0006627511,0.0009314718,0.0002662414,0.0001151506,0.001377759],"category_scores_gemma":[0.0008161989,0.00007880421,0.00006269836,0.0009357981,0.001611982,0.0004311074,0.0006129158,0.0001504933,0.00006887917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007452303,"about_ca_system_score_gemma":0.0002398492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03898901,"about_ca_topic_score_gemma":0.1362171,"domain_scores_codex":[0.9998259,0.00006143861,0.000008905869,0.00002726087,0.0000242478,0.00005224136],"domain_scores_gemma":[0.999612,0.0001830502,0.0001006056,0.0000205368,0.00003766454,0.00004619961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008494073,0.00003686426,0.9537075,0.00003877005,0.00002394196,0.0004161672,0.03014205,0.0001827168,0.002250454,0.00146212,0.0001283468,0.01152619],"study_design_scores_gemma":[0.000001542203,0.00002098777,0.9744352,0.00001331434,0.000003554575,0.0001171396,0.02440944,0.0001058153,0.0001000934,0.0001835785,0.0006062285,0.00000314361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989687,0.00004173485,0.00001942406,0.00001570887,3.064156e-7,8.83134e-7,0.00001051372,3.307167e-7,0.0009422833],"genre_scores_gemma":[0.9998678,0.00001831355,0.00001985384,0.000002596174,4.447947e-7,8.595321e-7,0.000008839301,2.572566e-7,0.00008090668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03898901,"threshold_uncertainty_score":0.07752413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890162564","doi":"10.3197/np.2018.220206","title":"A Condensed History of the Public Administration of Pastoralism in Mongolia","year":2018,"lang":"en","type":"article","venue":"Nomadic Peoples","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"Economic and Social Research Council","keywords":"Pastoralism; Corporate governance; Politics; Context (archaeology); Political science; Administration (probate law); Geography; Livestock; Archaeology; Economics; Management; Law","authors":[{"name":"Ariell Ahearn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01388986283737548,"gpt":0.2107728657402961,"spread":0.1968830029029206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002016979,0.0001345253,0.0001478433,0.0008878155,0.005406125,0.002588682,0.0002796356,0.0007161215,0.003326561],"category_scores_gemma":[0.000800278,0.0002279778,0.00008959625,0.00116274,0.005107067,0.001446697,0.001380493,0.001003607,0.0001547234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009503606,"about_ca_system_score_gemma":0.003664831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02689085,"about_ca_topic_score_gemma":0.02825742,"domain_scores_codex":[0.9992747,0.0003636381,0.00002892775,0.00005528553,0.00005282727,0.0002246837],"domain_scores_gemma":[0.9994519,0.0002462163,0.00009310869,0.00005539171,0.0000852743,0.00006805108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009750851,0.00008789088,0.01574589,0.0006729267,0.00002524699,0.001265608,0.492464,0.0006975321,0.002125846,0.4047785,0.007119327,0.07491986],"study_design_scores_gemma":[0.000009927481,0.0001640161,0.05527429,0.0007701917,0.00001636227,0.0006350941,0.08320245,0.0004883652,0.001000094,0.006923851,0.8514786,0.00003673209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8274941,0.02860697,0.001287016,0.007299629,0.000340709,0.00005654062,0.0001310935,0.0000376664,0.1347463],"genre_scores_gemma":[0.9902735,0.002204099,0.0001248168,0.000121719,0.00004740964,0.000009253273,0.00002679291,0.00000583585,0.007186561],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02689085,"threshold_uncertainty_score":0.06895381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791416853","doi":"10.3197/np.2018.220111","title":"Gufu Oba, <i>Herder Warfare in East Africa: A Social and Spatial History</i>","year":2018,"lang":"en","type":"article","venue":"Nomadic Peoples","topic":"African history and culture analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Geography; Ethnology; History","authors":[{"name":"John G. Galaty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03931237873416036,"gpt":0.2612512311737448,"spread":0.2219388524395845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004640095,0.0002755614,0.0001370127,0.001963728,0.004122888,0.002132971,0.0003270111,0.0005932548,0.004550339],"category_scores_gemma":[0.00134906,0.0001964267,0.0001093497,0.003499653,0.001650732,0.002698094,0.001084775,0.0007407851,0.0002004564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565766,"about_ca_system_score_gemma":0.001825687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06541026,"about_ca_topic_score_gemma":0.198601,"domain_scores_codex":[0.9998345,0.00005084601,0.000008548696,0.00001359078,0.00001191083,0.00008049002],"domain_scores_gemma":[0.9995797,0.0001528209,0.000138607,0.000014768,0.00004000319,0.0000741023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002183703,0.00006692047,0.1609368,0.001756257,0.00004309652,0.004661752,0.6382176,0.0001639329,0.00319744,0.0501371,0.0115758,0.129025],"study_design_scores_gemma":[0.000005754898,0.00008616083,0.3256759,0.0009564236,0.00007330683,0.001662715,0.5307821,0.000103043,0.0007151081,0.002245434,0.137666,0.00002806285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440709,0.02042463,0.0003030387,0.006258813,0.000285651,0.00005007738,0.0003776792,0.00001060267,0.02821861],"genre_scores_gemma":[0.9801512,0.01315277,0.0003867632,0.0004677062,0.00005830498,0.000036666,0.0001246707,0.000009568903,0.005612437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06541026,"threshold_uncertainty_score":0.1300591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2321086298","doi":"10.3197/np.2015.190109","title":"Review of Günther Schlee with Abdullahi A. Shongolo, <i>Islam and Ethnicity in Northern Kenya &amp; Southern Ethiopia</i>","year":2015,"lang":"en","type":"article","venue":"Nomadic Peoples","topic":"African history and culture analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Islam; Ethnic group; Geography; Religious studies; Ethnology; Anthropology; Sociology; Philosophy; Archaeology","authors":[{"name":"John G. Galaty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03078356186735007,"gpt":0.2833590545422057,"spread":0.2525754926748556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002395025,0.0007003366,0.00131469,0.005552989,0.001090915,0.002110373,0.001024146,0.001794605,0.004836905],"category_scores_gemma":[0.005952409,0.0003790026,0.0005323858,0.006160873,0.001228879,0.00221265,0.001436329,0.001611714,0.001574141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337208,"about_ca_system_score_gemma":0.004645646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146297,"about_ca_topic_score_gemma":0.02746036,"domain_scores_codex":[0.9991066,0.0003213614,0.000207756,0.0001312439,0.0001818787,0.00005117015],"domain_scores_gemma":[0.9962487,0.002029036,0.0004752566,0.00006939082,0.0008656048,0.0003119103],"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":[0.00009191497,0.00004645788,0.002213894,0.03212095,0.0001583919,0.0008410803,0.001683713,0.0001001281,0.0002759923,0.003228587,0.5963901,0.3628488],"study_design_scores_gemma":[0.00001209424,0.00003899362,0.005754075,0.02726881,0.0001127052,0.002485385,0.00172642,0.00003048061,0.00007912012,0.0006293234,0.9618362,0.00002648262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000181475,0.985711,0.00005403409,0.007742229,0.005601121,0.000007341122,0.00003507615,0.000002761427,0.000664868],"genre_scores_gemma":[0.001684263,0.9843588,0.0001281793,0.006421062,0.006292836,0.00002255187,0.00004840045,0.000003994591,0.001039966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01146297,"threshold_uncertainty_score":0.02279246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320498840","doi":"10.3167/np.2011.150107","title":"Andreea Bretan, <i>Die Syrische Steppe: Mobile Viehzucht, Internationale Entwicklungshilfe Und Globale Märkte</i>","year":2011,"lang":"de","type":"article","venue":"Nomadic Peoples","topic":"Post-Soviet Geopolitical Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Die (integrated circuit); Political science; Geography; Geology; Engineering","authors":[{"name":"Stefan Winter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02909527513658935,"gpt":0.2878286766029513,"spread":0.2587334014663619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341776,0.0008432058,0.0003523546,0.001620868,0.004504093,0.005219094,0.0007873947,0.003777204,0.01074799],"category_scores_gemma":[0.004461136,0.000254202,0.0002544857,0.002085742,0.00182068,0.004575834,0.001943092,0.003605711,0.003822881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002136037,"about_ca_system_score_gemma":0.002286005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03881704,"about_ca_topic_score_gemma":0.08478074,"domain_scores_codex":[0.9990951,0.000371541,0.00004101255,0.0001136895,0.0002529322,0.0001257095],"domain_scores_gemma":[0.9985733,0.0008102822,0.0001228166,0.00003969376,0.0003071782,0.0001467425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003091707,0.00001329531,0.0007781291,0.0003000101,0.00001102803,0.00009225663,0.005916029,0.00008995772,0.000202452,0.05804848,0.9088733,0.02564416],"study_design_scores_gemma":[0.000004817039,0.000008731759,0.001912367,0.0002624441,0.000006284652,0.0001180467,0.005844743,0.00006436723,0.0003332337,0.005588782,0.9858388,0.00001723185],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007428471,0.2180416,0.002095907,0.6305866,0.04707971,0.00004369828,0.0007470631,0.0001710555,0.09380576],"genre_scores_gemma":[0.1731476,0.2873494,0.002968369,0.139382,0.02191504,0.0001952747,0.001022357,0.0005808743,0.3734391],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03881704,"threshold_uncertainty_score":0.07718223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2512306115","doi":"10.3197/np.2016.200208","title":"Robert S.G. Fletcher, <i>British Imperialism and the Tribal Question: Desert Administration and Nomadic Societies in the Middle East, 1919-1936</i>","year":2016,"lang":"en","type":"article","venue":"Nomadic Peoples","topic":"African history and culture analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Administration (probate law); Desert (philosophy); Middle East; Ancient history; History; Geography; Anthropology; Ethnology; Archaeology; Political science; Sociology; Law","authors":[{"name":"Philip Carl Salzman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01861206349017087,"gpt":0.2441622582440146,"spread":0.2255501947538437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001562183,0.000552649,0.0003683325,0.001940016,0.005029977,0.003293765,0.001162878,0.002016027,0.00580579],"category_scores_gemma":[0.004068534,0.0002894877,0.0001684093,0.003951744,0.00266911,0.003830833,0.001121637,0.002264436,0.001037895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002284961,"about_ca_system_score_gemma":0.003086766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1864527,"about_ca_topic_score_gemma":0.4590865,"domain_scores_codex":[0.9993829,0.0003063163,0.00003766762,0.00005346836,0.0001501766,0.00006946567],"domain_scores_gemma":[0.997359,0.001775083,0.0001908751,0.00004878371,0.0003847292,0.0002416124],"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":[0.00006253964,0.00003542978,0.01017713,0.0003627265,0.00002414105,0.000240341,0.02286164,0.0001086752,0.0002328224,0.0316057,0.8990213,0.03526749],"study_design_scores_gemma":[0.00001763496,0.00003162886,0.05488957,0.000956193,0.00002870696,0.000240578,0.07296529,0.0001395402,0.000549184,0.01083868,0.8592847,0.00005827771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02807414,0.3025374,0.0007806009,0.6027693,0.008125848,0.00006005869,0.001511185,0.00006372792,0.05607782],"genre_scores_gemma":[0.3392611,0.3859987,0.002507012,0.08596329,0.009189096,0.0002148841,0.001242854,0.000241292,0.1753816],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1864527,"threshold_uncertainty_score":0.3707348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386478569","doi":"10.3197/np.2023.270209","title":"Antonio Allegretti, <i>Policy and Practice in Rural Tanzania: Grazing, Fishing and Farming in the Local-Global Interface</i>","year":2023,"lang":"en","type":"article","venue":"Nomadic Peoples","topic":"African history and culture analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Tanzania; Fishing; Agriculture; Geography; Grazing; Agricultural economics; Agroforestry; Fishery; Environmental planning; Economics; Archaeology; Environmental science; Ecology","authors":[{"name":"John G. Galaty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01535813563244614,"gpt":0.3181141815109935,"spread":0.3027560458785473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001265784,0.0002717905,0.0001527807,0.0008136337,0.004279407,0.002404413,0.0005523521,0.0011961,0.006452274],"category_scores_gemma":[0.002478645,0.0001566679,0.00009334769,0.001361792,0.001252635,0.00158219,0.001097827,0.001454974,0.0007729966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403192,"about_ca_system_score_gemma":0.00234103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04909187,"about_ca_topic_score_gemma":0.1370672,"domain_scores_codex":[0.9996608,0.0001761373,0.000009587836,0.00003434597,0.00005715799,0.00006196206],"domain_scores_gemma":[0.9989072,0.0005730054,0.00009724146,0.00001773767,0.0001432963,0.0002615463],"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":[0.00007105109,0.00007030695,0.02373885,0.0006521445,0.00001506173,0.0006465812,0.1261505,0.0001107946,0.001336859,0.04954905,0.7400557,0.05760304],"study_design_scores_gemma":[0.00001652099,0.00004708151,0.0445601,0.0005330961,0.00001985807,0.0003351037,0.2414785,0.0002056812,0.0005545933,0.006114652,0.7061077,0.00002710577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1079558,0.0482881,0.001424418,0.7684656,0.007923029,0.00008799399,0.0007433169,0.00009273848,0.06501898],"genre_scores_gemma":[0.6140524,0.08072054,0.003911553,0.1124561,0.005549363,0.0003427473,0.0004581439,0.0002886148,0.1822205],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04909187,"threshold_uncertainty_score":0.09761226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}