{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"dbe58181067d","filters":{"venue":"Global migration issues"}},"results":[{"id":"W4238098391","doi":"10.1007/978-94-017-9023-9","title":"A New Perspective on Human Mobility in the South","year":2014,"lang":"en","type":"book","venue":"Global migration issues","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Balsillie School of International Affairs","funders":"","keywords":"Perspective (graphical); Geography; Regional science; Data science; Computer science; Artificial intelligence","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04348042659648487,"gpt":0.3978001767812345,"spread":0.3543197501847496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000772959,0.0007515717,0.0006080481,0.001153784,0.002727611,0.003938921,0.0007591647,0.002059503,0.01164401],"category_scores_gemma":[0.001018842,0.000185648,0.0004502188,0.002032888,0.009571326,0.006735923,0.003445114,0.005984813,0.001374433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002910838,"about_ca_system_score_gemma":0.003883688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008588189,"about_ca_topic_score_gemma":0.01868139,"domain_scores_codex":[0.9996473,0.0001914941,0.00001265374,0.000043196,0.0000594489,0.0000459216],"domain_scores_gemma":[0.9996396,0.0002275801,0.00001934947,0.0000235388,0.00003560574,0.00005431857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008796786,0.00001044417,0.0001332854,0.0001263015,0.000003902274,0.00009241934,0.009292031,0.0002022624,0.0001135963,0.917563,0.04951124,0.02294284],"study_design_scores_gemma":[0.000004219516,0.00001110467,0.0002908771,0.0003232201,0.000004871797,0.0001609735,0.008121239,0.0001507378,0.00004092537,0.342011,0.6488741,0.000006715416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005716381,0.1333546,0.006743381,0.1712142,0.0113296,0.00002299094,0.00008104768,0.00005026466,0.6714876],"genre_scores_gemma":[0.2325152,0.2429424,0.008303354,0.04307724,0.01503554,0.0001774794,0.0001722356,0.0002512887,0.4575252],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01164401,"threshold_uncertainty_score":0.03895307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2299704980","doi":"10.1007/978-3-319-22165-6_14","title":"The Making of a Southern Diaspora: South- South Migration and Zimbabweans in South Africa","year":2015,"lang":"en","type":"book-chapter","venue":"Global migration issues","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Balsillie School of International Affairs","funders":"","keywords":"Diaspora; Livelihood; Politics; Political science; Government (linguistics); Development economics; State (computer science); Geography; Economic growth; Carving; Political economy; Sociology; Agriculture; Economics","authors":[{"name":"Jonathan Crush","is_ca":true},{"name":"Abel Chikanda","is_ca":false},{"name":"Godfrey Tawodzera","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03311643139853175,"gpt":0.2935472275973101,"spread":0.2604307961987783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008127542,0.0006485185,0.0003336911,0.0008363584,0.0130824,0.005716606,0.0005559201,0.001232378,0.004775743],"category_scores_gemma":[0.001174502,0.0003489239,0.0001608119,0.002388303,0.0069718,0.004019839,0.005114273,0.002316395,0.0002635804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004814514,"about_ca_system_score_gemma":0.007319923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07033896,"about_ca_topic_score_gemma":0.213438,"domain_scores_codex":[0.9995219,0.0001962223,0.00001043784,0.00002116789,0.00003089327,0.0002194742],"domain_scores_gemma":[0.9998249,0.00007658928,0.00002430979,0.000006447063,0.00001198476,0.00005565277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003730227,0.00002238951,0.001530413,0.0002059345,0.000007716701,0.001239732,0.776866,0.00007913289,0.0007102432,0.1754398,0.008113817,0.03574751],"study_design_scores_gemma":[0.00001257117,0.00003255844,0.009725821,0.001163065,0.00001623834,0.0004573368,0.5960735,0.00007674894,0.0002299338,0.02285385,0.3693409,0.00001744434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5393589,0.09426243,0.001022291,0.05195282,0.001453569,0.000185103,0.00008688847,0.00001921088,0.3116589],"genre_scores_gemma":[0.8959635,0.03506339,0.0004251734,0.002272751,0.0001657426,0.0001111784,0.00003359917,0.00002772866,0.06593703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07033896,"threshold_uncertainty_score":0.1398591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W189154571","doi":"10.1007/978-94-017-9023-9_4","title":"Diasporas of the South","year":2014,"lang":"en","type":"book-chapter","venue":"Global migration issues","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Southern African Migration Programme; Queen's University; Balsillie School of International Affairs","funders":"","keywords":"South east; Welfare; Geography; Global South; Developing country; Political science; Development economics; Scale (ratio); Economic growth; Economic geography; Economics; Cartography","authors":[{"name":"Abel Chikanda","is_ca":true},{"name":"Jonathan Crush","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01577614743632176,"gpt":0.282166999568796,"spread":0.2663908521324742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005116884,0.0003806375,0.0003374479,0.0005579061,0.005340074,0.0029872,0.0004423631,0.0006130665,0.009639541],"category_scores_gemma":[0.0006753735,0.0001446272,0.0001864288,0.001155562,0.005501854,0.002047335,0.004393335,0.002096253,0.0007242554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001975492,"about_ca_system_score_gemma":0.003195743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215505,"about_ca_topic_score_gemma":0.03518976,"domain_scores_codex":[0.9996241,0.0001831499,0.000008759826,0.00003377988,0.00003135232,0.0001187989],"domain_scores_gemma":[0.9998243,0.00005059552,0.00001264043,0.00002233451,0.00001581653,0.00007425677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003267338,0.00002912278,0.0007835183,0.0001271628,0.000006190803,0.000339217,0.07042932,0.00005549556,0.0002922575,0.875318,0.01681766,0.0357695],"study_design_scores_gemma":[0.00001172728,0.00001879159,0.00342965,0.0004856719,0.000006258378,0.0002653216,0.07106102,0.00006475692,0.0001675574,0.09495457,0.8295281,0.000006582687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07005098,0.02085291,0.0007871767,0.01260193,0.0009363792,0.00004253209,0.00004346649,0.00001827769,0.8946663],"genre_scores_gemma":[0.7408183,0.02744305,0.0006593916,0.003672515,0.0004741708,0.00009820228,0.00006129649,0.0000728771,0.2267003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01215505,"threshold_uncertainty_score":0.03224742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2619613589","doi":"10.1007/978-3-319-56176-9_1","title":"Introduction: Integration as a Three-Way Process","year":2017,"lang":"en","type":"book-chapter","venue":"Global migration issues","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"European union; Process (computing); Political science; Population; Geography; Business; Sociology; International trade; Computer science; Demography","authors":[{"name":"Anne Unterreiner","is_ca":false},{"name":"Agnieszka Weinar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01906666841711847,"gpt":0.3318602141949187,"spread":0.3127935457778002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005889713,0.0007410569,0.0003856423,0.0007194222,0.001796337,0.004449488,0.001059027,0.00228057,0.04669356],"category_scores_gemma":[0.001046074,0.0002923693,0.0005421772,0.001352686,0.003483909,0.006062586,0.002326313,0.003989007,0.01184928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170431,"about_ca_system_score_gemma":0.001682683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002835168,"about_ca_topic_score_gemma":0.003611678,"domain_scores_codex":[0.999661,0.0001006491,0.00001419014,0.00007473274,0.0001074893,0.00004195166],"domain_scores_gemma":[0.9996943,0.0001732051,0.00001344617,0.00002770184,0.0000672493,0.00002404456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003885071,0.00001078681,0.00003703191,0.00006444372,0.000001528943,0.0000293233,0.0006302302,0.0002387843,0.00008220583,0.9236571,0.05497878,0.02026593],"study_design_scores_gemma":[0.000002463918,0.000006221323,0.0001111581,0.0001945601,0.000002031602,0.00007378516,0.0003474914,0.0003544002,0.00009648725,0.4057348,0.5930694,0.000007174588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001533817,0.01402404,0.02741111,0.01452762,0.005107593,0.00008464484,0.0002208578,0.0001652685,0.9369251],"genre_scores_gemma":[0.0434841,0.01872169,0.01549676,0.005679439,0.003838308,0.0002652853,0.0003899178,0.0003284417,0.911796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04669356,"threshold_uncertainty_score":0.1562055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954336026","doi":"10.1007/978-3-319-22165-6_5","title":"Benevolent Funds: Philanthropic Practices of the South African Diaspora in Ontario, Canada","year":2015,"lang":"en","type":"book-chapter","venue":"Global migration issues","topic":"South African History and Culture","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Southern African Migration Programme","funders":"","keywords":"Diaspora; Political science; Law","authors":[{"name":"Sujata Ramachandran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04759429118391783,"gpt":0.286793783542882,"spread":0.2391994923589642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001168335,0.0003140078,0.0002547233,0.001111141,0.04644455,0.009037605,0.001462818,0.001609328,0.01016538],"category_scores_gemma":[0.002277349,0.0002311694,0.0001483472,0.003160904,0.008430925,0.001835609,0.00423031,0.002258421,0.0004279297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.105606,"about_ca_system_score_gemma":0.2112647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.989509,"about_ca_topic_score_gemma":0.9980543,"domain_scores_codex":[0.9986533,0.0002817565,0.00002107951,0.00006101629,0.0002551215,0.0007277016],"domain_scores_gemma":[0.9985046,0.0002905693,0.00006869594,0.00003701199,0.0003319476,0.000767126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000855227,0.0000365852,0.006254246,0.0001888522,0.00001144666,0.001421586,0.6532388,0.0002671723,0.0006796927,0.1999906,0.0802225,0.05760292],"study_design_scores_gemma":[0.000006052581,0.00001134636,0.009479368,0.0001961636,0.000006772844,0.0001604899,0.3876746,0.00009036516,0.0001650694,0.002860016,0.5993263,0.00002345049],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4138897,0.01536287,0.0005620045,0.05433614,0.0005841298,0.0001523281,0.00034477,0.00004773122,0.5147203],"genre_scores_gemma":[0.7616646,0.007568717,0.000490951,0.002248866,0.00003543639,0.00005235048,0.00005220659,0.00005775394,0.2278291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.105606,"threshold_uncertainty_score":0.7662287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2336564374","doi":"10.1007/978-3-319-22165-6_4","title":"Diaspora, Development, and Intra-community Politics: Sri Lankan Tamils in Canada and Post-War Debates","year":2015,"lang":"en","type":"book-chapter","venue":"Global migration issues","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"","keywords":"Diaspora; Tamil; Politics; Political science; Demonization; Government (linguistics); Gender studies; Homeland; Political economy; Economic growth; Sociology; Law; Art","authors":[{"name":"Amarnath Amarasingam","is_ca":true},{"name":"Ahila Poologaindran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02495123127583261,"gpt":0.2795453266724456,"spread":0.254594095396613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000749674,0.0006805654,0.0004028528,0.001302313,0.02575377,0.01376308,0.001363221,0.001738518,0.00976582],"category_scores_gemma":[0.0009499681,0.0002542982,0.0002417591,0.004932951,0.01450366,0.002367563,0.003447142,0.003908605,0.0004901958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06870624,"about_ca_system_score_gemma":0.1047261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.947477,"about_ca_topic_score_gemma":0.9844245,"domain_scores_codex":[0.9991212,0.0001535057,0.00001357995,0.0000491744,0.0001344993,0.0005280227],"domain_scores_gemma":[0.9994376,0.0001643788,0.00002933309,0.00001531902,0.0001230601,0.0002303142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004619173,0.00003972672,0.002773452,0.0001931203,0.00001705467,0.0006863503,0.2422156,0.0002654252,0.0002771282,0.6637626,0.05539624,0.03432716],"study_design_scores_gemma":[0.00001374111,0.00001867004,0.00636599,0.0006392515,0.00002882977,0.0001468772,0.4847457,0.0001735918,0.000244015,0.01747552,0.4901062,0.00004169405],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1691737,0.05484922,0.0002926252,0.03070883,0.0007868438,0.00005256149,0.0001889564,0.00005009706,0.7438972],"genre_scores_gemma":[0.7914225,0.0331947,0.0003147618,0.002456279,0.0001660629,0.00004811338,0.0001252683,0.0000792157,0.1721932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06870624,"threshold_uncertainty_score":0.4985009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2275121056","doi":"10.1007/978-3-319-22165-6_7","title":"Governing the Remittance Landscape for Development: Policies and Actors in Bangladesh","year":2015,"lang":"en","type":"book-chapter","venue":"Global migration issues","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Remittance; Corporate governance; Diaspora; Intermediary; Microfinance; Business; Development economics; Economic growth; Political science; Economics; Finance","authors":[{"name":"Mohammad Moniruzzaman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03626989077004016,"gpt":0.323883801370883,"spread":0.2876139106008428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001541913,0.0004205271,0.0002558159,0.0005943063,0.003043033,0.00547272,0.0008693782,0.001564072,0.01059984],"category_scores_gemma":[0.002031138,0.0002559005,0.0001157704,0.002609526,0.005650933,0.003445544,0.002741886,0.002112818,0.001083505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01135078,"about_ca_system_score_gemma":0.008568848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03632009,"about_ca_topic_score_gemma":0.06725784,"domain_scores_codex":[0.9992244,0.0003023996,0.00003366404,0.0000761868,0.0001138643,0.0002494362],"domain_scores_gemma":[0.9995584,0.0001806324,0.00006076159,0.00004349033,0.00008796774,0.00006878463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001611482,0.00001338304,0.001006642,0.000092329,0.000003013171,0.0001961131,0.006161436,0.001024601,0.0004665966,0.9511316,0.01253107,0.027357],"study_design_scores_gemma":[0.00001324475,0.00003679074,0.005126142,0.0006550154,0.000009317773,0.000163255,0.02228017,0.001323834,0.0005578587,0.4281797,0.5416132,0.00004147709],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05291982,0.01016949,0.004760098,0.02821119,0.0001747374,0.0000840468,0.0001954456,0.00005235423,0.9034328],"genre_scores_gemma":[0.7779265,0.01094119,0.001675682,0.00156509,0.00009643226,0.0001704185,0.000107467,0.00007849254,0.2074387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03632009,"threshold_uncertainty_score":0.08235604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W119121678","doi":"10.1007/978-94-007-6985-4_6","title":"Migration and Environmental Change in North America (USA and Canada)","year":2013,"lang":"en","type":"book-chapter","venue":"Global migration issues","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Climate change; Environmental change; Geography; Context (archaeology); Immigration; Population; Population growth; Regional science; Economic geography; Ecology; Demography","authors":[{"name":"Susana B. Adamo","is_ca":false},{"name":"Alex de Sherbinin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04811756419153785,"gpt":0.2710331986746021,"spread":0.2229156344830643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003419834,0.0007815397,0.0003936797,0.001982118,0.006102881,0.00408167,0.000948549,0.001259268,0.01040371],"category_scores_gemma":[0.0006593484,0.0002481527,0.0003402637,0.007127183,0.002245342,0.001427805,0.001404935,0.001973387,0.001277703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03095811,"about_ca_system_score_gemma":0.07126159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9763812,"about_ca_topic_score_gemma":0.9936738,"domain_scores_codex":[0.9997228,0.00002392233,0.000009718847,0.00002960714,0.0001157315,0.00009813946],"domain_scores_gemma":[0.9997724,0.00002147032,0.000009896338,0.000007147703,0.0001389667,0.00005011183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000012525,0.00004276363,0.001387638,0.0002462392,0.00001040003,0.0002054648,0.006662096,0.0007485912,0.0002122307,0.1212186,0.6603621,0.2088913],"study_design_scores_gemma":[0.000001367958,0.000003616705,0.002710556,0.0003002011,0.000007010297,0.00006120122,0.00235891,0.00008189934,0.00003428314,0.006192666,0.9882396,0.000008732164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006688033,0.3781829,0.0006099101,0.02291507,0.006559753,0.00004481147,0.0004048862,0.0000714087,0.5845232],"genre_scores_gemma":[0.04753773,0.2890094,0.001476193,0.004778317,0.001269997,0.00005155456,0.0004439862,0.00008970985,0.6553432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03095811,"threshold_uncertainty_score":0.2246179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2732409710","doi":"10.1007/978-3-319-56342-8_16","title":"Emergining Patterns, Diverse Solutions","year":2017,"lang":"en","type":"book-chapter","venue":"Global migration issues","topic":"Migration and Labor 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":"Carleton University","funders":"","keywords":"Computer science","authors":[{"name":"Agnieszka Weinar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04636903114254365,"gpt":0.3390837139609475,"spread":0.2927146828184038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001759789,0.0008162491,0.0005017486,0.001533932,0.003173205,0.009420413,0.00211744,0.002550209,0.02574853],"category_scores_gemma":[0.005093967,0.0004175384,0.000490472,0.003767883,0.007763518,0.01666643,0.005975279,0.003776037,0.004488928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003374562,"about_ca_system_score_gemma":0.002855585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003365674,"about_ca_topic_score_gemma":0.00858497,"domain_scores_codex":[0.9988908,0.0004055303,0.00006238594,0.0002422391,0.0002444004,0.0001547049],"domain_scores_gemma":[0.9991635,0.0002443126,0.00007789763,0.0002312139,0.0001605323,0.0001225439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001281375,0.0000240283,0.0005198016,0.0001246463,0.000007386679,0.00008370033,0.004012864,0.0004325735,0.0001816196,0.8936952,0.03026808,0.0706372],"study_design_scores_gemma":[0.000006314712,0.00001005271,0.0005542057,0.0002563342,0.000006515225,0.0001560198,0.006591261,0.0006439959,0.0001230683,0.7278003,0.2638423,0.000009765543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01720399,0.01706939,0.0698226,0.07486197,0.00248708,0.0001137229,0.0003863122,0.0003000757,0.8177549],"genre_scores_gemma":[0.3891238,0.03358637,0.07129584,0.01124834,0.001854599,0.0004173194,0.001068961,0.0008107441,0.4905939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02574853,"threshold_uncertainty_score":0.08613741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}