{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":101,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":101,"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":"d450fcebec04","filters":{"venue":"IMISCOE research series"}},"results":[{"id":"W1529477958","doi":"10.1007/978-3-319-92719-0_31","title":"The Return of Banishment: Do the New Denationalisation Policies Weaken Citizenship?","year":2018,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"International Law and Human Rights","field":"Social Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Citizenship; Terrorism; Punishment (psychology); Revocation; Politics; Political science; Law; Residence; Ethnic group; Criminology; Sociology; Social psychology; Psychology; Engineering","authors":[{"name":"Audrey Macklin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1002760122644105,"gpt":0.3983266005870207,"spread":0.2980505883226102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002579413,0.0001529262,0.0002928168,0.0005370455,0.001988653,0.005507359,0.0009208947,0.00166959,0.01352033],"category_scores_gemma":[0.005668153,0.0001263925,0.0002304599,0.0009229304,0.00926077,0.004359544,0.002860246,0.003445911,0.001122198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003050109,"about_ca_system_score_gemma":0.002407403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007300832,"about_ca_topic_score_gemma":0.01220365,"domain_scores_codex":[0.9981901,0.0007900976,0.0000433368,0.0002236007,0.0003038968,0.0004489934],"domain_scores_gemma":[0.9973655,0.001181242,0.0004296327,0.0003637403,0.0003456956,0.0003140869],"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":[0.00004546875,0.00006780156,0.002195392,0.00009026696,0.0000109862,0.0000991712,0.007737918,0.0002775263,0.0002396493,0.9335502,0.01446879,0.04121676],"study_design_scores_gemma":[0.00003410476,0.0001121202,0.01628605,0.001101185,0.00003518864,0.0001568572,0.01896982,0.000830138,0.001395967,0.3105983,0.6504359,0.00004434715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1449749,0.009623968,0.002276544,0.06174201,0.0006891896,0.00003120659,0.0000979662,0.00005228268,0.780512],"genre_scores_gemma":[0.919165,0.003417629,0.0005184083,0.008061443,0.0002753678,0.00003841074,0.00005438237,0.00005383821,0.06841554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01352033,"threshold_uncertainty_score":0.04523003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231937187","doi":"10.1007/978-3-030-42204-2","title":"Highly-Skilled Migration: Between Settlement and Mobility","year":2020,"lang":"en","type":"book","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Settlement (finance); Economic geography; Geography; Computer science; World Wide Web","authors":[{"name":"Agnieszka Weinar","is_ca":true},{"name":"Amanda Klekowski von Koppenfels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0772560218681887,"gpt":0.401694594973297,"spread":0.3244385731051083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032249,0.0003211235,0.0002254901,0.0009637833,0.0008051551,0.003077818,0.0004081602,0.0006390373,0.01560107],"category_scores_gemma":[0.0008548448,0.00009245242,0.0001740595,0.002503248,0.002220941,0.002927836,0.001826305,0.001168164,0.002600514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008481563,"about_ca_system_score_gemma":0.0007927759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00347405,"about_ca_topic_score_gemma":0.009391135,"domain_scores_codex":[0.9998448,0.00005587729,0.000007082968,0.00002252146,0.00004404028,0.00002578798],"domain_scores_gemma":[0.9997303,0.0001588296,0.00002294151,0.00001756395,0.00003227318,0.00003816883],"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":[0.00002762563,0.00001663412,0.001170521,0.0003018763,0.000006097359,0.0001658834,0.004733024,0.0002940827,0.0002308856,0.6702854,0.1363707,0.1863973],"study_design_scores_gemma":[0.000003564085,0.00003103444,0.005708506,0.0008111917,0.000004199919,0.0003740052,0.005595632,0.000351196,0.0001342051,0.2273276,0.7596465,0.00001227803],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01474703,0.1562738,0.007083768,0.02320867,0.004714127,0.00002781409,0.0002421152,0.0000770532,0.7936257],"genre_scores_gemma":[0.2377475,0.1680698,0.003656474,0.006062797,0.005629214,0.0000525874,0.0005753527,0.0001526592,0.5780535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01560107,"threshold_uncertainty_score":0.05219078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890589340","doi":"10.1007/978-3-319-92719-0_2","title":"Dangerous Liaisons: Money and Citizenship","year":2018,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Citizenship; Expansionism; Barter; Politics; Political science; Gridlock; Political economy; Development economics; Economy; Economics; Law; Market economy","authors":[{"name":"Ayelet Shachar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1267097963001666,"gpt":0.3053418480027983,"spread":0.1786320517026317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001455001,0.0002183503,0.0002389002,0.001056665,0.003874839,0.007608756,0.0005574952,0.001982013,0.02392522],"category_scores_gemma":[0.005081621,0.000122739,0.000162878,0.00123255,0.01287223,0.00562001,0.003223783,0.002263606,0.001487204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003562714,"about_ca_system_score_gemma":0.001768432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004030379,"about_ca_topic_score_gemma":0.006529449,"domain_scores_codex":[0.998924,0.0006962757,0.00002364132,0.00008902881,0.0001059971,0.0001610587],"domain_scores_gemma":[0.9957182,0.002346154,0.0005466026,0.0002035956,0.0003842972,0.0008010672],"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":[0.00006369934,0.0001085107,0.006228335,0.00008365727,0.000009968785,0.000268696,0.01290462,0.0002715559,0.0000610066,0.908398,0.03482144,0.03678052],"study_design_scores_gemma":[0.00003364786,0.00008954254,0.01280574,0.0006531637,0.00001736986,0.0003651397,0.05743911,0.0007748744,0.0001768648,0.6359869,0.2916207,0.00003693743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1466263,0.01748501,0.002071883,0.124156,0.0008120755,0.0000263191,0.0001437008,0.00004636437,0.7086323],"genre_scores_gemma":[0.9646567,0.006311658,0.0002455399,0.002455421,0.0003347375,0.00002519069,0.00003829155,0.00002072209,0.02591181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02392522,"threshold_uncertainty_score":0.08003783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4244963860","doi":"10.1007/978-3-030-34324-8_2","title":"Understanding Irregularity","year":2020,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Principle of legality; Economic geography; Irregular migration; Population; Political science; Geography; Sociology; Economic system; Economics; Law; Demography","authors":[{"name":"Anna Triandafyllidou","is_ca":true},{"name":"Laura Bartolini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4198535139791499,"gpt":0.4308474080652756,"spread":0.01099389408612561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001460777,0.0002958144,0.0003383519,0.001813543,0.002221071,0.006461524,0.0008227649,0.001193578,0.009530783],"category_scores_gemma":[0.003985566,0.0001850005,0.0003004496,0.0020199,0.01433952,0.006363242,0.003533259,0.002304829,0.000881772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002218222,"about_ca_system_score_gemma":0.0009793787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004053088,"about_ca_topic_score_gemma":0.003442945,"domain_scores_codex":[0.999035,0.0004556771,0.00003421165,0.0001672784,0.0002000383,0.0001077702],"domain_scores_gemma":[0.9981862,0.001114045,0.0001802785,0.0001892873,0.0002011597,0.0001290114],"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":[0.000005888207,0.000005496678,0.0009095254,0.00005247791,0.000002591994,0.00007668908,0.01471999,0.0002935588,0.00008462051,0.9634566,0.006762523,0.01363008],"study_design_scores_gemma":[0.000002664691,0.00001269526,0.002911834,0.0004507012,0.000004066332,0.0002565088,0.02034395,0.001044906,0.0001131861,0.6572187,0.3176288,0.00001198453],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09007604,0.01886872,0.05140068,0.03705082,0.001448089,0.00008600642,0.0003878464,0.0001398798,0.800542],"genre_scores_gemma":[0.9202054,0.01143449,0.01033502,0.00293343,0.0008547903,0.00009619968,0.0004438756,0.0001588044,0.05353799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009530783,"threshold_uncertainty_score":0.03188366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3027111568","doi":"10.1007/978-3-030-34324-8_8","title":"Irregular Migration and Irregular Work: A Chicken and Egg Dilemma","year":2020,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Dilemma; Enforcement; Work (physics); Typology; Labour economics; Market economy; Economic geography; Economics; Political science; Geography; Engineering","authors":[{"name":"Anna Triandafyllidou","is_ca":true},{"name":"Laura Bartolini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06593532365705515,"gpt":0.3484356171910874,"spread":0.2825002935340323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007726306,0.0001562785,0.0001718206,0.000576024,0.001674972,0.004130108,0.0004376981,0.001311544,0.00925344],"category_scores_gemma":[0.001355588,0.0001235654,0.000138813,0.0008314414,0.006567656,0.003370924,0.001779866,0.001603672,0.0007971734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262772,"about_ca_system_score_gemma":0.0009310516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003250218,"about_ca_topic_score_gemma":0.006478573,"domain_scores_codex":[0.999608,0.0001924299,0.000009369884,0.0000485628,0.00009636927,0.00004518244],"domain_scores_gemma":[0.9991197,0.0006551302,0.00006031357,0.00005011906,0.00004884798,0.00006590577],"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":[0.000010518,0.00001393538,0.001072377,0.00006495306,0.00000231735,0.0001622762,0.009133028,0.0003209624,0.0000703023,0.9086913,0.0432347,0.03722329],"study_design_scores_gemma":[0.000005705931,0.00002366322,0.005190617,0.0008424126,0.000003424719,0.0005789356,0.02885357,0.0008713509,0.0001289476,0.3808012,0.5826837,0.00001637823],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05181804,0.03090383,0.00338865,0.0831775,0.001348415,0.0000201315,0.0001021787,0.00003653919,0.8292046],"genre_scores_gemma":[0.7366785,0.02836489,0.002710401,0.01082812,0.001426079,0.00005036902,0.0001250261,0.00007988573,0.2197367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00925344,"threshold_uncertainty_score":0.03095585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3217153821","doi":"10.1007/978-3-030-81210-2_1","title":"Spaces of Solidarity and Spaces of Exception: Migration and Membership During Pandemic Times","year":2021,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Solidarity; Homeland; Refugee; Pandemic; Political science; Citizenship; Immigration; Context (archaeology); Politics; Globalization; Political economy; Development economics; Economic growth; Sociology; Geography; Coronavirus disease 2019 (COVID-19); Law; Medicine; Economics","authors":[{"name":"Anna Triandafyllidou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08217602491529746,"gpt":0.3736540283475404,"spread":0.2914780034322429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005467263,0.0002532701,0.0002281949,0.0005322607,0.003945515,0.005818279,0.0005328856,0.001042177,0.005688835],"category_scores_gemma":[0.001039454,0.0001342477,0.0001637969,0.0009719279,0.008536102,0.0042505,0.002933349,0.002487068,0.0004216083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002487839,"about_ca_system_score_gemma":0.001206301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003316338,"about_ca_topic_score_gemma":0.006378851,"domain_scores_codex":[0.9995279,0.0003047778,0.000008551137,0.00003520712,0.00006149402,0.00006201233],"domain_scores_gemma":[0.9994705,0.0003786994,0.00004222872,0.00002017516,0.00003269871,0.00005578381],"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":[0.00001875525,0.00002149771,0.0006631745,0.0001197431,0.0000024761,0.0003635448,0.2191567,0.0002423262,0.0001759226,0.7252524,0.02923336,0.02474994],"study_design_scores_gemma":[0.000004045282,0.00002629863,0.003050525,0.0006386369,0.000003189816,0.0003871516,0.2634372,0.0002539939,0.0001430893,0.06063686,0.671406,0.0000128926],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.11247,0.02521159,0.002611449,0.03021887,0.002071902,0.00004985448,0.00007551668,0.00003656522,0.8272542],"genre_scores_gemma":[0.8066038,0.01677684,0.001132151,0.002551575,0.0006854981,0.00008102465,0.00009484864,0.00007762708,0.1719966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005818279,"threshold_uncertainty_score":0.01903111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3217510386","doi":"10.1007/978-3-030-81210-2_10","title":"Voluntary and Forced Return Migration Under a Pandemic Crisis","year":2021,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Alexander von Humboldt-Stiftung","keywords":"Pandemic; Deportation; Immigration; Globe; Business; Political science; Dilemma; Coronavirus disease 2019 (COVID-19); Law","authors":[{"name":"Zeynep Şahin Mencütek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08871437512933777,"gpt":0.390649292152761,"spread":0.3019349170234232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00116416,0.0002083244,0.0001226085,0.0005906009,0.002429847,0.003952213,0.000525552,0.001323798,0.007018731],"category_scores_gemma":[0.002363377,0.0000729098,0.0001171626,0.0009384071,0.003914413,0.002698121,0.002183448,0.001723654,0.0007353111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002048085,"about_ca_system_score_gemma":0.001677871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00323103,"about_ca_topic_score_gemma":0.005794788,"domain_scores_codex":[0.9993605,0.0004300161,0.00001302658,0.00002830352,0.00009629672,0.00007199618],"domain_scores_gemma":[0.9989485,0.0007349844,0.00007181102,0.00005148416,0.0001036496,0.00008967384],"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":[0.00003941392,0.00006134457,0.001213846,0.0002132961,0.000003690846,0.0005690598,0.07293997,0.0004998361,0.0001560259,0.747768,0.1107586,0.06577685],"study_design_scores_gemma":[0.00001021615,0.00005406203,0.004683277,0.001275818,0.00000333189,0.0004524161,0.105038,0.0008337874,0.0002215854,0.1155634,0.771846,0.000018205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1162866,0.02026192,0.001492609,0.08052018,0.003874989,0.00004933086,0.00009889775,0.00004831751,0.7773672],"genre_scores_gemma":[0.8107755,0.01593332,0.0005751784,0.004669298,0.001754923,0.00006736734,0.00009560131,0.00004738502,0.1660815],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007018731,"threshold_uncertainty_score":0.02348006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213111796","doi":"10.1007/978-3-030-34324-8","title":"Migrants with Irregular Status in Europe","year":2020,"lang":"en","type":"book","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Universitat de Barcelona; Universiteit van Amsterdam; European Commission","keywords":"Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06670559724525468,"gpt":0.38113167901188,"spread":0.3144260817666253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003630771,0.0001790915,0.0001729788,0.001188803,0.0006714358,0.001927385,0.0001959254,0.0002412521,0.009127979],"category_scores_gemma":[0.0007971192,0.0000568816,0.00009482976,0.002005912,0.0004816414,0.0007860392,0.0009973762,0.000315636,0.001102457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004875396,"about_ca_system_score_gemma":0.0007054812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004845069,"about_ca_topic_score_gemma":0.006202308,"domain_scores_codex":[0.9998715,0.00002798968,0.000008929714,0.00002082908,0.0000386747,0.00003214208],"domain_scores_gemma":[0.9998642,0.00003417526,0.00002143855,0.00001129018,0.00002531169,0.00004354091],"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":[0.0000970106,0.00008252655,0.01749841,0.0003327348,0.000014799,0.0005462478,0.0147827,0.001053711,0.0002321967,0.2434571,0.3948213,0.3270812],"study_design_scores_gemma":[0.000006418979,0.00003228791,0.03397996,0.0004117113,0.000005675046,0.0003644121,0.003384328,0.0001851069,0.00007030737,0.007675793,0.9538771,0.000006854754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2031042,0.08400476,0.0005724946,0.009227653,0.005595131,0.00004577493,0.001224604,0.00009149197,0.6961339],"genre_scores_gemma":[0.5136015,0.05836525,0.0004631861,0.001000072,0.001723678,0.00004069242,0.001621907,0.0001034237,0.4230803],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009127979,"threshold_uncertainty_score":0.03053612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205254390","doi":"10.1007/978-3-030-81210-2_2","title":"(In)Essential Bordering: Canada, COVID, and Mobility","year":2021,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"Australian Government","keywords":"Subsidy; Politics; Coronavirus disease 2019 (COVID-19); Political science; Norm (philosophy); Closure (psychology); Political economy; Economic growth; Development economics; Economics; Law","authors":[{"name":"Audrey Macklin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06105317056061648,"gpt":0.3842347629893179,"spread":0.3231815924287014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004556324,0.0002837548,0.0002256068,0.001283528,0.01187729,0.00736948,0.0008345052,0.001266903,0.01749521],"category_scores_gemma":[0.001130672,0.0001817356,0.0002207568,0.003661633,0.008213946,0.001986539,0.00217203,0.002064191,0.0006544552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08346871,"about_ca_system_score_gemma":0.1067443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9847096,"about_ca_topic_score_gemma":0.9939319,"domain_scores_codex":[0.9992577,0.0000582635,0.00001261867,0.00006375457,0.0002497252,0.0003578974],"domain_scores_gemma":[0.9995241,0.00007664639,0.00002453446,0.00002321937,0.0001833671,0.0001680602],"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":[0.000009803281,0.00000508767,0.0006260756,0.00007650171,0.000002061087,0.0001389604,0.007504193,0.0002902483,0.00006820666,0.868235,0.09614022,0.02690352],"study_design_scores_gemma":[0.000003071799,0.000003605311,0.002099897,0.000306977,0.000004208665,0.00008240776,0.007802356,0.0001958266,0.00009312321,0.0228798,0.9665118,0.00001686326],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01446727,0.01713289,0.0008963498,0.0330952,0.0009486157,0.00002781555,0.0003927376,0.0000412328,0.9329979],"genre_scores_gemma":[0.5444509,0.0279296,0.001375171,0.005036711,0.0003087246,0.0000338618,0.0003950501,0.0000808311,0.4203891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08346871,"threshold_uncertainty_score":0.6056107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216810020","doi":"10.1007/978-3-030-81210-2_3","title":"Territorial and Digital Borders and Migrant Vulnerability Under a Pandemic Crisis","year":2021,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Refugee; Forced migration; Population; Political science; Pandemic; Human rights; Displaced person; Vulnerability (computing); Immigration; Development economics; Geography; Economic growth; Sociology; Computer security; Coronavirus disease 2019 (COVID-19); Economics; Law","authors":[{"name":"Petra Molnar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07071307080240054,"gpt":0.4006801222334746,"spread":0.3299670514310741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005802949,0.0001749963,0.0001207248,0.0006689216,0.001923389,0.003521599,0.0003252327,0.0008784027,0.01066016],"category_scores_gemma":[0.001090762,0.00008262879,0.000128272,0.001020196,0.003354899,0.002869963,0.002339027,0.001338283,0.0006003192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503576,"about_ca_system_score_gemma":0.0007970242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003768275,"about_ca_topic_score_gemma":0.007721299,"domain_scores_codex":[0.9997777,0.0001287776,0.000004325727,0.00002200984,0.00003371427,0.00003341192],"domain_scores_gemma":[0.9993709,0.0004210833,0.00005918349,0.00002364644,0.00004989194,0.00007530865],"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":[0.00002953251,0.00006747339,0.008902565,0.0002625974,0.00001124722,0.001073593,0.1586432,0.0007326194,0.0003275547,0.6251373,0.1014552,0.1033571],"study_design_scores_gemma":[0.000004965818,0.00004161787,0.02195922,0.001170366,0.000008309061,0.0009193908,0.2710055,0.0004740148,0.0002078168,0.08825698,0.615933,0.00001900828],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1819032,0.02686371,0.001377897,0.04445143,0.0008593738,0.00003648632,0.0002011175,0.00003602134,0.7442707],"genre_scores_gemma":[0.8590733,0.02492983,0.000868647,0.003201142,0.000408714,0.00007186023,0.0001793186,0.00004037168,0.1112268],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01066016,"threshold_uncertainty_score":0.03566182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3030637764","doi":"10.1007/978-3-030-42204-2_2","title":"Highly Skilled Migration: Concept and Definitions","year":2020,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social 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":"Carleton University","funders":"","keywords":"Variety (cybernetics); Conceptual framework; Epistemology; Computer science; Data science; Sociology; Management science; Social science; Economics; Artificial intelligence; Philosophy","authors":[{"name":"Agnieszka Weinar","is_ca":true},{"name":"Amanda Klekowski von Koppenfels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1120063680646017,"gpt":0.3728386462491682,"spread":0.2608322781845666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001791058,0.0005024095,0.0003038406,0.002275395,0.001446932,0.003575673,0.0009986017,0.000998929,0.005710481],"category_scores_gemma":[0.002043997,0.0001221868,0.0002052357,0.004369894,0.007175839,0.002816997,0.002172467,0.002521857,0.0006756615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001925847,"about_ca_system_score_gemma":0.001370256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003504944,"about_ca_topic_score_gemma":0.003411119,"domain_scores_codex":[0.9989173,0.0005997283,0.00005195744,0.0001276351,0.0002049647,0.00009844175],"domain_scores_gemma":[0.9989221,0.0006379765,0.0001256919,0.00004571732,0.0001868326,0.00008162377],"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":[0.000004806398,0.000008024845,0.0003762784,0.0001106526,0.000001625629,0.00005868619,0.004665173,0.0001430697,0.00006250999,0.9631382,0.01638734,0.01504364],"study_design_scores_gemma":[0.000004379279,0.00002264872,0.002843527,0.001364014,0.000004293626,0.0004282213,0.01233844,0.0004897841,0.0001451101,0.4015564,0.5807829,0.00002027018],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03637226,0.1258526,0.02703755,0.03583563,0.003388144,0.0001081904,0.0004368529,0.00007082776,0.7708979],"genre_scores_gemma":[0.7463821,0.0795193,0.01684896,0.009911099,0.002584779,0.0002991793,0.0006718995,0.0001356664,0.1436471],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005710481,"threshold_uncertainty_score":0.01910347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981133574","doi":"10.1007/978-3-030-25089-8_4","title":"Can Integration Be Temporary? The (Dis)Integration of Temporary Migrant Workers in Canada and the UK","year":2019,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Immigration policy; Migrant workers; Political science; Liberalization; Demographic economics; Economic growth; Economics; Law","authors":[{"name":"Şahizer Samuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04970255947600866,"gpt":0.3246530215955245,"spread":0.2749504621195158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002348126,0.0002895236,0.0004664931,0.001743273,0.02276322,0.008713456,0.001740584,0.001499234,0.004751034],"category_scores_gemma":[0.006611837,0.0002806072,0.0003175364,0.004249413,0.009456927,0.002119044,0.005889809,0.002949093,0.0002744921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1004811,"about_ca_system_score_gemma":0.153802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936165,"about_ca_topic_score_gemma":0.9960256,"domain_scores_codex":[0.9955722,0.0004355598,0.0001013758,0.000271578,0.000792444,0.002826851],"domain_scores_gemma":[0.9952767,0.0005852098,0.0004915607,0.0001026566,0.001583172,0.001960726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001957189,0.00006661351,0.09275264,0.0002975068,0.00002938065,0.003670031,0.8014905,0.0002947041,0.0006208331,0.03012077,0.01466075,0.05580055],"study_design_scores_gemma":[0.000006752511,0.00002661136,0.0815994,0.0005563557,0.00001931442,0.0002376978,0.8694133,0.0001239613,0.0001306744,0.0006469213,0.04718833,0.00005073133],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942978,0.003321393,0.0001604185,0.01386939,0.0001686789,0.00004084405,0.0001880726,0.00001220281,0.03926088],"genre_scores_gemma":[0.9904929,0.001639701,0.000115315,0.001268533,0.00001054874,0.00001371992,0.00008016574,0.00001156344,0.006367567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1004811,"threshold_uncertainty_score":0.7290448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3027180291","doi":"10.1007/978-3-030-34324-8_1","title":"Migrants with Irregular Status in Europe: A Multi-faceted and Dynamic Reality","year":2020,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Residence; Immigration; Phenomenon; Context (archaeology); Conceptual framework; Immigration policy; Population; Political science; Economic geography; Sociology; Geography; Social science; Epistemology; Demography; Law","authors":[{"name":"Anna Triandafyllidou","is_ca":true},{"name":"Sarah Spencer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09148215210330587,"gpt":0.3939199036017551,"spread":0.3024377514984492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001259836,0.0001903507,0.0002480895,0.0009865185,0.002592991,0.008056682,0.0003623589,0.0009818311,0.001823466],"category_scores_gemma":[0.001099898,0.000120495,0.0001515683,0.00221535,0.006371843,0.003032184,0.002897656,0.00113866,0.0001244343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378284,"about_ca_system_score_gemma":0.001022921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0032043,"about_ca_topic_score_gemma":0.004317305,"domain_scores_codex":[0.9994192,0.000318711,0.00001792536,0.00005402424,0.0001104767,0.00007978723],"domain_scores_gemma":[0.9996314,0.0002532826,0.00003660827,0.00001876432,0.000025068,0.00003487237],"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":[0.00001743638,0.0000198996,0.002920265,0.0001532558,0.000007281002,0.00103847,0.1552187,0.0005735465,0.0002010347,0.7548931,0.03241313,0.05254397],"study_design_scores_gemma":[0.000004576576,0.00003705375,0.008903746,0.001041857,0.000007118466,0.001103547,0.210412,0.0003143999,0.0001071875,0.08448587,0.6935591,0.00002354402],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3346532,0.07535409,0.003386754,0.04645622,0.002343087,0.00004019987,0.0002014007,0.00005898599,0.5375061],"genre_scores_gemma":[0.9025701,0.03907859,0.001410367,0.003014641,0.0008809495,0.0000436386,0.0001150619,0.00004005286,0.05284652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008056682,"threshold_uncertainty_score":0.01000017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200289518","doi":"10.1007/978-3-030-81210-2_6","title":"Migrant Care Labour, Covid-19, and the Long-Term Care Crisis: Achieving Solidarity for Care Providers and Recipients","year":2021,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Wilfrid Laurier University; Balsillie School of International Affairs","funders":"","keywords":"Care work; Workforce; Solidarity; Immigration; Business; Financial crisis; Long-term care; Private sector; Population; Economic growth; Political science; Work (physics); Economics; Sociology; Medicine; Nursing; Politics","authors":[{"name":"Lena Gahwi","is_ca":true},{"name":"Margaret Walton‐Roberts","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1245859158649704,"gpt":0.4727268628429894,"spread":0.348140946978019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001058221,0.0002659685,0.0001805184,0.0005155182,0.005633146,0.0044029,0.0005954141,0.00123044,0.007230115],"category_scores_gemma":[0.001062769,0.00008637585,0.0001271587,0.001492353,0.00734014,0.002781508,0.002747149,0.002231642,0.000613026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00955669,"about_ca_system_score_gemma":0.0108567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1304196,"about_ca_topic_score_gemma":0.2984913,"domain_scores_codex":[0.9995479,0.0001514141,0.0000112446,0.00003592909,0.0001199367,0.0001335224],"domain_scores_gemma":[0.9995793,0.0001891261,0.00003525977,0.00001788414,0.00006511454,0.0001133551],"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":[0.00002002387,0.00002907078,0.001914617,0.0004379094,0.000003335661,0.0009364143,0.2772924,0.0001238351,0.0003188468,0.4861088,0.1497517,0.08306307],"study_design_scores_gemma":[0.000002584934,0.00001813127,0.002828879,0.0009396267,0.00000211999,0.0003092325,0.12298,0.00004478746,0.00009071767,0.01155327,0.8612239,0.000006835902],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08385213,0.1567895,0.001123759,0.1508015,0.004459689,0.00005887552,0.0001078505,0.00004166432,0.602765],"genre_scores_gemma":[0.4874215,0.1034291,0.001214428,0.02137419,0.001793872,0.00009994334,0.0001230855,0.00008665491,0.3844572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1304196,"threshold_uncertainty_score":0.259321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309348444","doi":"10.1007/978-3-031-14009-9_1","title":"Labour Market Integration as an Interactive Process","year":2022,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Refugee; Agency (philosophy); Action (physics); Process (computing); Sociology; Political science; Computer science; Social science; Law","authors":[{"name":"Anna Triandafyllidou","is_ca":true},{"name":"Irina Isaakyan","is_ca":true},{"name":"Simone Baglioni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1461264099101777,"gpt":0.5251375751118861,"spread":0.3790111652017084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003999872,0.0004261717,0.0003957787,0.001873829,0.005444496,0.01307307,0.001265682,0.00152137,0.0103491],"category_scores_gemma":[0.005205309,0.0003388085,0.0003649587,0.002523161,0.01985091,0.01129781,0.01240684,0.002629605,0.0008373354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004231629,"about_ca_system_score_gemma":0.002956107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003300092,"about_ca_topic_score_gemma":0.002832331,"domain_scores_codex":[0.9951254,0.003298291,0.00005758815,0.0002798109,0.0008491434,0.000389931],"domain_scores_gemma":[0.9975588,0.001778456,0.0001737392,0.0001306381,0.0001446903,0.0002135945],"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":[0.00001579398,0.00003542414,0.0005905071,0.00005815437,0.00000472805,0.0004708816,0.1798994,0.0003398145,0.0002998686,0.8029737,0.001636772,0.01367489],"study_design_scores_gemma":[0.00002559197,0.00004536426,0.002790214,0.0005156895,0.00001550588,0.0003963397,0.2707005,0.002663805,0.0004715481,0.4407007,0.2816416,0.00003322781],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1713003,0.002857036,0.02878641,0.01172119,0.0002450034,0.0001674508,0.00007529352,0.0001962951,0.784651],"genre_scores_gemma":[0.9589202,0.0009025724,0.003975872,0.0003021397,0.00006790947,0.0001226351,0.00003804856,0.00005271599,0.03561789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01307307,"threshold_uncertainty_score":0.03462118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2236127819","doi":"10.1007/978-3-319-20095-8_12","title":"Fuzzy Definitions and Demographic Explosion of Aboriginal Populations in Canada from 1986 to 2006","year":2015,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Aboriginal Affairs Northern Dev Canada; Université de Montréal; Western University","funders":"","keywords":"Perspective (graphical); Geography; Sociology; Social science; Genealogy; History; Computer science","authors":[{"name":"Éric Guimond","is_ca":true},{"name":"Norbert Robitaille","is_ca":true},{"name":"Sacha Senécal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3290083736378875,"gpt":0.4688097107674885,"spread":0.1398013371296009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346859,0.0002714575,0.0002621953,0.004486146,0.006788305,0.00299063,0.00118827,0.0004059592,0.002100962],"category_scores_gemma":[0.0034084,0.0001946199,0.0001941328,0.009845273,0.004563319,0.001334745,0.001483932,0.001175411,0.0001561508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08977488,"about_ca_system_score_gemma":0.08294885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924764,"about_ca_topic_score_gemma":0.9960775,"domain_scores_codex":[0.9988838,0.0001027366,0.00004831469,0.0001003838,0.0006107925,0.0002540288],"domain_scores_gemma":[0.9982672,0.0002797755,0.0001859265,0.00003487181,0.00103438,0.0001978958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001401521,0.00003647364,0.07133081,0.0006264107,0.0000196705,0.0007177469,0.2520508,0.002941825,0.0007648457,0.3511205,0.05322186,0.267029],"study_design_scores_gemma":[0.000005370569,0.00003073097,0.3687598,0.0007124888,0.00001617525,0.0003883414,0.07898669,0.001544405,0.0004493137,0.01505171,0.5339594,0.00009562993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5899347,0.09205557,0.007664358,0.03449057,0.0008371698,0.0002284281,0.009410745,0.0001853148,0.2651932],"genre_scores_gemma":[0.8851968,0.03691307,0.007634152,0.001356658,0.0001825514,0.0001002238,0.0021219,0.0000423433,0.06645229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08977488,"threshold_uncertainty_score":0.6513654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216336441","doi":"10.1007/978-3-030-81210-2_5","title":"Sanctuary Cities and Covid-19: The Case of Canada","year":2021,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University; Concordia University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Context (archaeology); Political science; Position (finance); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economic growth; Psychological intervention; H1n1 pandemic; Geography; Development economics; Business; Medicine; Economics","authors":[{"name":"Mireille Paquet","is_ca":true},{"name":"Noémie Benoit","is_ca":true},{"name":"Idil Atak","is_ca":true},{"name":"Meghan Joy","is_ca":true},{"name":"Graham Hudson","is_ca":true},{"name":"John Shields","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1989758815111248,"gpt":0.4804275226240339,"spread":0.2814516411129091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008132352,0.0002815961,0.0003067904,0.001096486,0.03326884,0.007061207,0.002084918,0.00225552,0.01095402],"category_scores_gemma":[0.001787191,0.0002345067,0.0003475717,0.003487832,0.007686764,0.0013683,0.003886121,0.003464958,0.0004278302],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1517338,"about_ca_system_score_gemma":0.1842544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968615,"about_ca_topic_score_gemma":0.9990023,"domain_scores_codex":[0.9979827,0.0002173088,0.00001808698,0.00007400176,0.0003189399,0.001388935],"domain_scores_gemma":[0.9984491,0.0002368537,0.00007981446,0.00003836844,0.0004237517,0.000772074],"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":[0.00006320299,0.00009628008,0.02215925,0.0002641143,0.00003081778,0.005189297,0.1049584,0.001626663,0.0002626157,0.6039126,0.2170298,0.044407],"study_design_scores_gemma":[0.00002621687,0.00002240568,0.03298697,0.0006584666,0.00003934661,0.0005057105,0.2463257,0.0009122917,0.0001775492,0.01212637,0.7061383,0.00008067005],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2919158,0.01522609,0.0006441608,0.09849047,0.0007433979,0.0001108725,0.0007345647,0.00004638604,0.5920883],"genre_scores_gemma":[0.8804762,0.007515202,0.0004229615,0.007877669,0.00007942749,0.00003374036,0.0001706029,0.00003145595,0.1033928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1517338,"threshold_uncertainty_score":0.9838685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3026891265","doi":"10.1007/978-3-030-34324-8_9","title":"Emerging Reception Economies: A View from Southern Europe","year":2020,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Residence; Economy; Corporate governance; Economic geography; Geography; Political science; Business; Economics; Demographic economics; Finance","authors":[{"name":"Laura Bartolini","is_ca":false},{"name":"Regina Mantanika","is_ca":false},{"name":"Anna Triandafyllidou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09191795051728527,"gpt":0.3727731740963732,"spread":0.2808552235790879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007267033,0.0002700826,0.0002475218,0.001361012,0.002297214,0.00613298,0.0004514901,0.0008309575,0.00685393],"category_scores_gemma":[0.0006041175,0.0001164302,0.0002780628,0.001439321,0.005888584,0.001976849,0.003418109,0.001268195,0.0003789678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003901295,"about_ca_system_score_gemma":0.001135589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008301913,"about_ca_topic_score_gemma":0.006201174,"domain_scores_codex":[0.9995796,0.0001721739,0.000009495881,0.00005477786,0.0000477194,0.000136295],"domain_scores_gemma":[0.9997798,0.00009071412,0.00003818841,0.00001701767,0.00002605351,0.00004827454],"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":[0.00005297008,0.00004145328,0.003123565,0.0001345522,0.00001362602,0.001642805,0.08489406,0.001027849,0.0003144079,0.8838235,0.005277892,0.01965341],"study_design_scores_gemma":[0.00004252539,0.00009305982,0.02402412,0.0008449851,0.00001912506,0.001346196,0.1100416,0.0008584072,0.0002422893,0.1230421,0.7394159,0.00002954665],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3720651,0.009720258,0.001321096,0.009044487,0.0001596751,0.00001879259,0.00006079094,0.00003292847,0.6075768],"genre_scores_gemma":[0.9733503,0.003989335,0.0003466748,0.0006300711,0.0001197532,0.00001680954,0.00004588678,0.00001620151,0.02148496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008301913,"threshold_uncertainty_score":0.02830595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309583548","doi":"10.1007/978-3-031-14009-9","title":"Immigrant and Asylum Seekers Labour Market Integration upon Arrival: NowHereLand","year":2022,"lang":"en","type":"book","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Refugee; Immigration; Seekers; Market integration; Political science; Demographic economics; Labour economics; Business; Economics; Law","authors":[{"name":"Irina Isaakyan","is_ca":true},{"name":"Anna Triandafyllidou","is_ca":true},{"name":"Simone Baglioni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03220242403548913,"gpt":0.3538828330999538,"spread":0.3216804090644647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001768642,0.0001744257,0.000203522,0.0003493352,0.0009731691,0.001619012,0.0002529725,0.0004271224,0.03574996],"category_scores_gemma":[0.0003404758,0.00009503707,0.0001237651,0.0008720584,0.0003483822,0.001070004,0.0007482336,0.0007260197,0.005023099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003880171,"about_ca_system_score_gemma":0.0009878088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009867409,"about_ca_topic_score_gemma":0.05467265,"domain_scores_codex":[0.9999232,0.00002047658,0.000001870808,0.000005821216,0.00002425386,0.00002436335],"domain_scores_gemma":[0.9998888,0.00004512635,0.000006820439,0.000002125298,0.00001341046,0.00004364816],"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":[0.0001056689,0.0002271943,0.00956366,0.0004420528,0.000008325471,0.00139745,0.05220528,0.00008191462,0.000917629,0.02202068,0.6895075,0.2235226],"study_design_scores_gemma":[0.00001146435,0.0001771253,0.03972112,0.0009761767,0.000008320453,0.000938503,0.09252001,0.00006984306,0.0001956736,0.002183945,0.8631824,0.00001539136],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1661752,0.09235236,0.0002906926,0.02437112,0.003858811,0.0000703605,0.001106366,0.00007907675,0.711696],"genre_scores_gemma":[0.1363893,0.0480562,0.0002621996,0.002490712,0.0004513395,0.0000506384,0.0007040615,0.00006214485,0.8115335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03574996,"threshold_uncertainty_score":0.1195956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309490413","doi":"10.1007/978-3-031-14009-9_5","title":"Precarity, Opportunity, and Adaptation: Recently Arrived Immigrant and Refugee Experiences Navigating the Canadian Labour Market","year":2022,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Precarity; Refugee; Immigration; Livelihood; Agency (philosophy); Settlement (finance); Political science; Ethnography; Narrative; Sociology; Gender studies; Geography; Business; Social science","authors":[{"name":"Claire Ellis","is_ca":true},{"name":"Anna Triandafyllidou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1000188477676037,"gpt":0.3703624638375485,"spread":0.2703436160699448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101666,0.0004072605,0.0003543402,0.001002939,0.01984012,0.007250483,0.00120229,0.001165756,0.006060988],"category_scores_gemma":[0.001096166,0.0001923878,0.0002318155,0.002040541,0.01067317,0.001915192,0.003447511,0.00207688,0.0002990059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03838481,"about_ca_system_score_gemma":0.03964875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9357411,"about_ca_topic_score_gemma":0.9814285,"domain_scores_codex":[0.9993243,0.0001594386,0.00001019625,0.00005112261,0.0001972851,0.0002576365],"domain_scores_gemma":[0.999602,0.0001254241,0.00002706612,0.000009952656,0.00008656039,0.0001490708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007634412,0.000008753581,0.002051922,0.00007285248,0.000002008728,0.0007276944,0.9681755,0.00004922714,0.0002564999,0.01315357,0.006450281,0.009044099],"study_design_scores_gemma":[0.000001163003,0.000008903296,0.006973475,0.0001989846,0.000002938197,0.0002447134,0.8834555,0.00004508971,0.00005902477,0.0005232361,0.1084708,0.00001611266],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7647381,0.01489512,0.0005773432,0.01370941,0.0004819498,0.00008825413,0.0003220045,0.00003442788,0.2051533],"genre_scores_gemma":[0.9281448,0.01011522,0.0004970782,0.001229522,0.00003925539,0.00004289993,0.0001154568,0.00003309301,0.05978265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06425893,"threshold_uncertainty_score":0.2785026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3032788427","doi":"10.1007/978-3-030-42204-2_3","title":"The State and the Highly Skilled Immigrant","year":2020,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Immigration; State (computer science); Demographic economics; Sociology; Political science; Economics; Computer science; Law","authors":[{"name":"Agnieszka Weinar","is_ca":true},{"name":"Amanda Klekowski von Koppenfels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03687412035714176,"gpt":0.3476563194818144,"spread":0.3107821991246726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001640764,0.00009411421,0.00007631083,0.0003112069,0.0009327808,0.001919849,0.0001127675,0.0003430924,0.01107693],"category_scores_gemma":[0.0003245444,0.00003662396,0.00007064169,0.000742493,0.001188939,0.0005516302,0.0008219625,0.000753338,0.0004463162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006413599,"about_ca_system_score_gemma":0.0006772137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008068302,"about_ca_topic_score_gemma":0.02608465,"domain_scores_codex":[0.9999129,0.00004347295,0.00000166904,0.000007579962,0.00001516398,0.00001927425],"domain_scores_gemma":[0.9998264,0.00009540635,0.00002513765,0.000005731722,0.00001626576,0.00003114808],"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":[0.00001776233,0.0000475663,0.00788757,0.00009856116,0.000007356789,0.0004626758,0.01188051,0.0002286355,0.0004207003,0.8856986,0.04723853,0.04601151],"study_design_scores_gemma":[0.000007323259,0.00007065188,0.04106344,0.0007697892,0.00001429168,0.0005517461,0.03209209,0.0005209324,0.0004195196,0.1048781,0.8195888,0.00002335333],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1260299,0.02270541,0.0005911717,0.01808488,0.0006154434,0.00001111342,0.0001399526,0.00001330975,0.8318088],"genre_scores_gemma":[0.745969,0.01270635,0.0003097193,0.002580265,0.0004214722,0.00001045011,0.00006648351,0.00001197873,0.2379243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01107693,"threshold_uncertainty_score":0.03705603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285165813","doi":"10.1007/978-3-030-92377-8_13","title":"Migration and the Nation","year":2022,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Populism, Right-Wing Movements","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Nationalism; Politics; Political science; Political economy; Nation state; Privilege (computing); Refugee; State (computer science); Gender studies; Sociology; Law","authors":[{"name":"Anna Triandafyllidou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1276047080488026,"gpt":0.4010926568931937,"spread":0.2734879488443911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003975976,0.0002522644,0.0001628081,0.0007073255,0.002848999,0.004543844,0.0003920431,0.0009707508,0.01275319],"category_scores_gemma":[0.0005887577,0.00007159016,0.0001256096,0.001126949,0.004741812,0.002258199,0.002291923,0.00163324,0.001349538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001924072,"about_ca_system_score_gemma":0.001675781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006013592,"about_ca_topic_score_gemma":0.01097449,"domain_scores_codex":[0.9996637,0.0001805128,0.000006698082,0.00004276248,0.00004458849,0.00006180871],"domain_scores_gemma":[0.9998228,0.00006517446,0.00001879274,0.00002103635,0.0000257289,0.0000464401],"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":[0.000004286012,0.000008042865,0.0002560576,0.000024426,0.000001068,0.00005436942,0.003860241,0.00003717437,0.0000270216,0.9651796,0.01892362,0.01162405],"study_design_scores_gemma":[0.000002491174,0.000007597401,0.000786696,0.000250848,0.000001702473,0.0001103946,0.006154891,0.00006246732,0.00005423048,0.09226234,0.900302,0.000004471699],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00892919,0.02325676,0.0003016107,0.01227274,0.0009406653,0.000006247612,0.00003989469,0.00001217736,0.9542408],"genre_scores_gemma":[0.4901937,0.02798472,0.0006254482,0.005451951,0.0009962365,0.00005736719,0.0001368345,0.00004612525,0.4745076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01275319,"threshold_uncertainty_score":0.04266369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396573630","doi":"10.1007/978-3-031-55680-7_12","title":"Suburban Migration: Interrogating the Intersections of Global Migration and Suburban Transformation","year":2024,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Transformation (genetics); Economic geography; Geography; Biology","authors":[{"name":"Zhixi Cecilia Zhuang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05306289549261406,"gpt":0.372434585731296,"spread":0.3193716902386819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007359245,0.0002550728,0.0002253807,0.00085339,0.002462312,0.005061669,0.000455919,0.0006444234,0.004846569],"category_scores_gemma":[0.0007908308,0.00009578942,0.0001750402,0.002721037,0.009849884,0.003775708,0.00406257,0.001174731,0.0002746274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003260642,"about_ca_system_score_gemma":0.001661191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007666389,"about_ca_topic_score_gemma":0.02420312,"domain_scores_codex":[0.9994803,0.0003579136,0.000007356639,0.00003821362,0.00005392346,0.00006225373],"domain_scores_gemma":[0.9995275,0.0003269962,0.00004337231,0.00002939134,0.00003795826,0.00003482575],"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":[0.00001552224,0.000016188,0.001853408,0.0001451196,0.000003645068,0.000447784,0.2390662,0.0003577709,0.0001629993,0.7251197,0.006557097,0.02625478],"study_design_scores_gemma":[0.000004153133,0.0000169913,0.006691399,0.0003984697,0.00000593978,0.0003130183,0.4433345,0.0005761021,0.0002394188,0.1135365,0.434874,0.000009474171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2728813,0.01561747,0.004414179,0.01561145,0.00042856,0.00003720864,0.00005799259,0.00003652402,0.6909152],"genre_scores_gemma":[0.9643863,0.007160875,0.0008083921,0.0008396814,0.0001279304,0.00003555342,0.00003761924,0.00003340109,0.02657018],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007666389,"threshold_uncertainty_score":0.02365774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3104802581","doi":"10.1007/978-3-030-51237-8_9","title":"Diaspora Policies, Consular Services and Social Protection for Indian Citizens Abroad","year":2020,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"European Commission","keywords":"Diaspora; Political science; Government (linguistics); Economic growth; Population; Ethnic group; Social protection; Development economics; Geography; Sociology; Economics; Law","authors":[{"name":"Daniel Naujoks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0774711924847822,"gpt":0.3821492814893436,"spread":0.3046780890045614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004265215,0.0001616763,0.00009482922,0.0005580657,0.001990583,0.002970218,0.0003181527,0.0005802944,0.0101234],"category_scores_gemma":[0.0005304491,0.00008226157,0.00009252068,0.00132088,0.001143415,0.0009103345,0.001200489,0.001262589,0.001125855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002548708,"about_ca_system_score_gemma":0.004141098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01848136,"about_ca_topic_score_gemma":0.03584326,"domain_scores_codex":[0.9997451,0.0001038309,0.000007487061,0.00001675244,0.00005107595,0.0000757134],"domain_scores_gemma":[0.9996821,0.0001514191,0.0000287632,0.00001272093,0.00004434674,0.0000807804],"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":[0.00001454097,0.0001119723,0.002631143,0.0004364253,0.000004470672,0.000260061,0.01833968,0.0004085134,0.0003554689,0.590691,0.2725379,0.1142088],"study_design_scores_gemma":[0.000002337589,0.00001644626,0.00697065,0.0007172134,0.000003075095,0.0001128462,0.01954951,0.00009882308,0.0001595747,0.006240908,0.9661196,0.000008894517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0356577,0.03515686,0.0002819233,0.02665798,0.001162874,0.00003391839,0.0002083343,0.00005063276,0.9007899],"genre_scores_gemma":[0.426746,0.07576816,0.0007659826,0.006121561,0.0007541352,0.00007625383,0.0003157892,0.00004785136,0.4894042],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01848136,"threshold_uncertainty_score":0.03674757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1831013377","doi":"10.1007/978-3-319-20095-8_5","title":"Ethnic and Linguistic Categories in Quebec: Counting to Survive","year":2015,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Ethnic group; Typology; Census; Ideology; Multiculturalism; Context (archaeology); Politics; French; Linguistics; Sociology; Social science; Gender studies; Political science; Geography; Anthropology; Law; Demography; Archaeology","authors":[{"name":"Victor Piché","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1528231383275284,"gpt":0.4010542555791679,"spread":0.2482311172516395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143477,0.0004193874,0.0003278236,0.004525176,0.01087698,0.005055075,0.001286359,0.0008245317,0.0133448],"category_scores_gemma":[0.002794681,0.0002142263,0.0002917495,0.009184807,0.004278956,0.002223404,0.001555994,0.001062549,0.0008213796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08148146,"about_ca_system_score_gemma":0.0415327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9922578,"about_ca_topic_score_gemma":0.996588,"domain_scores_codex":[0.999069,0.0001523049,0.00002471124,0.0001246749,0.0003772514,0.0002520162],"domain_scores_gemma":[0.9987514,0.0002313525,0.00006793934,0.00007415254,0.0007169715,0.000158155],"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":[0.00004197976,0.00002122166,0.01653974,0.0002160784,0.00002085918,0.0002450199,0.05447477,0.0006135324,0.0003026148,0.4002591,0.2221228,0.3051423],"study_design_scores_gemma":[0.000004014516,0.00001032347,0.03727114,0.0002799622,0.00001342484,0.0001336385,0.0253936,0.0008162892,0.0002036642,0.01387175,0.9219575,0.0000446331],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1196555,0.0408907,0.004918936,0.02422826,0.0009631039,0.00016627,0.004782934,0.0002852374,0.804109],"genre_scores_gemma":[0.5946166,0.0167954,0.006891735,0.002439633,0.0001795766,0.0001453167,0.002236348,0.0001729297,0.3765225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08148146,"threshold_uncertainty_score":0.5911921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285213220","doi":"10.1007/978-3-030-97322-3_6","title":"‘Hanging in the Air’: The Experiences of Liberian Refugees in Ghana","year":2022,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Athabasca University","funders":"","keywords":"Refugee; Political science; Context (archaeology); Poverty; Economic growth; Displaced person; Mainstream; Internally displaced person; Development economics; Geography; Law","authors":[{"name":"Heaven Crawley","is_ca":false},{"name":"Veronica Fynn Bruey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0607656080696804,"gpt":0.3911960676132165,"spread":0.3304304595435361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002789775,0.001043546,0.001255098,0.0008085215,0.01712278,0.006009574,0.001739816,0.002957811,0.0109382],"category_scores_gemma":[0.003795638,0.001048478,0.0004715075,0.001684998,0.0123873,0.005529427,0.01207659,0.006202638,0.00109918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00477987,"about_ca_system_score_gemma":0.004329557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02504612,"about_ca_topic_score_gemma":0.08081111,"domain_scores_codex":[0.9975365,0.001204462,0.00006987275,0.00009980597,0.0001244536,0.0009647721],"domain_scores_gemma":[0.9979398,0.00063116,0.0002824122,0.00006089605,0.0001622984,0.0009235024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003705351,0.00003430912,0.002352956,0.0002100173,0.000004597965,0.004298563,0.9865683,0.00001911086,0.0002762617,0.00129625,0.002074224,0.002828239],"study_design_scores_gemma":[0.000003040188,0.0000201948,0.0005743927,0.0001467311,0.000001719153,0.0003696003,0.9900602,0.000003883212,0.00002145157,0.00009836724,0.00869538,0.000005003372],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623411,0.007341586,0.0002373008,0.01691667,0.0005165032,0.0001520782,0.000134543,0.00001677831,0.01234353],"genre_scores_gemma":[0.97427,0.008646028,0.0003516761,0.005853504,0.0001016577,0.0001927096,0.0000911924,0.00005621931,0.01043714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02504612,"threshold_uncertainty_score":0.04980063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403184588","doi":"10.1007/978-3-031-69808-8_6","title":"Selecting Refugees for Resettlement to Norway and Canada: Vulnerability, Integration and Discretion","year":2024,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Refugee; Discretion; Vulnerability (computing); Political science; Geography; Computer security; Computer science; Law","authors":[{"name":"Erlend Paasche","is_ca":false},{"name":"Dagmar Soennecken","is_ca":true},{"name":"Ritika Tanotra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05687421897356693,"gpt":0.4018846289873308,"spread":0.3450104100137639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001907007,0.0003210479,0.0003639055,0.00149706,0.01128708,0.006726572,0.0009738805,0.0007933695,0.009847852],"category_scores_gemma":[0.003659464,0.0001454369,0.0001959878,0.002536576,0.006589076,0.001333177,0.003301694,0.0009936843,0.0005728012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03223537,"about_ca_system_score_gemma":0.04565065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8989421,"about_ca_topic_score_gemma":0.964776,"domain_scores_codex":[0.9987351,0.0002897151,0.00003525887,0.0001131544,0.0003183461,0.0005084373],"domain_scores_gemma":[0.9989665,0.0003833561,0.00007947033,0.00002524826,0.0002836523,0.0002617954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006826338,0.00003346819,0.03113823,0.0003343741,0.00001048261,0.002907003,0.5944485,0.0009456406,0.0006477227,0.187511,0.07324064,0.1087145],"study_design_scores_gemma":[0.000004544736,0.00001795943,0.02868139,0.00087545,0.000007394663,0.000418154,0.6383088,0.0002466136,0.0002466633,0.006183954,0.324955,0.00005400053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4361444,0.01181898,0.001490057,0.01958839,0.0007694897,0.0001695377,0.000924292,0.00004273742,0.529052],"genre_scores_gemma":[0.8832213,0.00815398,0.001633537,0.001338086,0.00004914141,0.00006304883,0.0004419662,0.0000515993,0.1050473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1010579,"threshold_uncertainty_score":0.233885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403184701","doi":"10.1007/978-3-031-69808-8","title":"Between Protection and Harm","year":2024,"lang":"en","type":"book","venue":"IMISCOE research series","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Harm; Political science; Law and economics; Law; Sociology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1452709488273549,"gpt":0.4411153771997279,"spread":0.295844428372373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01273398,0.001262854,0.001082495,0.001804925,0.008254721,0.01602189,0.001804159,0.01147312,0.01732472],"category_scores_gemma":[0.02178339,0.0006491761,0.001075016,0.001298759,0.08396217,0.02201384,0.01981182,0.01609735,0.003183152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005840556,"about_ca_system_score_gemma":0.006333224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003050432,"about_ca_topic_score_gemma":0.002048429,"domain_scores_codex":[0.9805936,0.009444661,0.0008050153,0.002945861,0.003936406,0.002274483],"domain_scores_gemma":[0.9863508,0.008376751,0.001185883,0.00211701,0.001216472,0.0007529319],"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":[0.00001129184,0.00000646364,0.0001229065,0.0000363408,0.000005315208,0.00003496584,0.001405588,0.00004712605,0.00004112473,0.9922256,0.003299534,0.002763628],"study_design_scores_gemma":[0.00001635309,0.00003298831,0.0002981131,0.0002843595,0.00001163216,0.0002153431,0.002503653,0.0001103251,0.0001198833,0.8758603,0.1205288,0.00001838587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008311154,0.009887084,0.02883138,0.09056494,0.002325737,0.0001271031,0.0001376431,0.0001142568,0.8597006],"genre_scores_gemma":[0.76378,0.007847033,0.009238401,0.05336347,0.003289257,0.0006411599,0.0002020544,0.0002844661,0.1613541],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01732472,"threshold_uncertainty_score":0.06734455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3156629986","doi":"10.1007/978-3-030-67284-3_5","title":"“Enchanted with Europe”: Family Migration and European Law on Labour-Market Integration","year":2021,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Discrimination and Equality Law","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Member state; Plaintiff; Political science; Residence; Legislature; Conflict of laws; European union; European court of justice; Law; Family law; Market integration; Choice of law; European Union law; Member states; Business; Demographic economics; International trade; Economics","authors":[{"name":"Irina Isaakyan","is_ca":true},{"name":"Anna Triandafyllidou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1255625134850314,"gpt":0.3813245177313325,"spread":0.2557620042463011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001248156,0.0001723648,0.0001945393,0.0008910049,0.001707711,0.003690855,0.0003771663,0.001568176,0.004791393],"category_scores_gemma":[0.001883485,0.00007415561,0.0001749114,0.001341497,0.006275761,0.002269011,0.001608832,0.001830848,0.0003856621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002349003,"about_ca_system_score_gemma":0.001464109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003476418,"about_ca_topic_score_gemma":0.003732841,"domain_scores_codex":[0.9988778,0.0006758322,0.00002550231,0.00008728266,0.0002022005,0.0001314166],"domain_scores_gemma":[0.9991763,0.0006072019,0.00007087558,0.00004781233,0.00006601053,0.00003172299],"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":[0.000006160891,0.00001815973,0.0003828973,0.00005111771,0.000001668507,0.0001383424,0.006537357,0.00009746468,0.00009002086,0.9610192,0.01221421,0.01944332],"study_design_scores_gemma":[0.000006156696,0.00005151174,0.006109315,0.001778234,0.000008121997,0.0003820819,0.01327155,0.0004037252,0.0004961971,0.1962178,0.7812575,0.00001781248],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05373577,0.06208841,0.00157221,0.01971089,0.0009379488,0.00002009131,0.00003512444,0.00001542452,0.8618841],"genre_scores_gemma":[0.8385083,0.02353684,0.0008259891,0.009351198,0.001011648,0.00004452315,0.00005691221,0.0000289495,0.1266355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004791393,"threshold_uncertainty_score":0.01704329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285129854","doi":"10.1007/978-3-030-97322-3_12","title":"The Janus-Face of Contemporary Migration: Perspectives on West African Return Migration and Transnationalism with a Focus on Ghana and Senegal","year":2022,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Homeland; Transnationalism; Context (archaeology); Political science; Premise; Geography; Development economics; Gender studies; Sociology; Politics; Economics","authors":[{"name":"Joseph Mensah","is_ca":true},{"name":"Joseph Kofi Teye","is_ca":false},{"name":"Mary Boatemaa Setrana","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04492769498421871,"gpt":0.3261137103654317,"spread":0.281186015381213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002148206,0.0003896603,0.0002601252,0.001126059,0.006484902,0.004460013,0.0006017708,0.001216106,0.003381972],"category_scores_gemma":[0.001451639,0.0001648286,0.0001636119,0.002025926,0.01785651,0.005744481,0.003681252,0.002089339,0.0001261117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003049651,"about_ca_system_score_gemma":0.001640287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01269984,"about_ca_topic_score_gemma":0.02055492,"domain_scores_codex":[0.9986317,0.001024994,0.00001966377,0.00004352898,0.00003693552,0.0002432375],"domain_scores_gemma":[0.9988457,0.0006778062,0.000237462,0.00003629286,0.00006636723,0.0001364737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003253427,0.00002161624,0.005652894,0.0001519102,0.000005348167,0.001752791,0.8667834,0.0000590314,0.0002991408,0.1157939,0.0009001639,0.008547232],"study_design_scores_gemma":[0.000002334861,0.00002029175,0.004580573,0.0003310333,0.000003463665,0.0003619133,0.9643759,0.00004799021,0.00005852387,0.005532023,0.02468061,0.000005321384],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9077404,0.01793053,0.0008667068,0.02197274,0.0002027411,0.00002257883,0.00003012666,0.000007413138,0.05122671],"genre_scores_gemma":[0.9938618,0.004198382,0.0001444217,0.0004322228,0.00003093945,0.00001148143,0.000006479481,0.00000446936,0.001309765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01269984,"threshold_uncertainty_score":0.02525187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396573593","doi":"10.1007/978-3-031-55680-7_1","title":"Migration and Cities: An Introduction","year":2024,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Geography; Economic geography","authors":[{"name":"Anna Triandafyllidou","is_ca":true},{"name":"Amin Moghadam","is_ca":true},{"name":"Melissa Kelly","is_ca":true},{"name":"Zeynep Şahin Mencütek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0627795060255817,"gpt":0.3915593261093784,"spread":0.3287798200837967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002902939,0.0007403645,0.0005620206,0.001871689,0.001834137,0.004141161,0.0006134134,0.001622744,0.01995286],"category_scores_gemma":[0.0009484143,0.0002665244,0.0003403568,0.003406745,0.002744899,0.003127565,0.002148501,0.00256158,0.002819402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002177422,"about_ca_system_score_gemma":0.001319904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003967624,"about_ca_topic_score_gemma":0.004404648,"domain_scores_codex":[0.9996912,0.0001231667,0.00001213779,0.00005283619,0.00008037034,0.00004026225],"domain_scores_gemma":[0.9996414,0.0002258655,0.00001993909,0.00001801001,0.00006042581,0.00003442499],"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":[0.00001462269,0.00005074937,0.0006379621,0.0004599089,0.000006669228,0.000183338,0.003245975,0.0009344757,0.0001550325,0.7364167,0.1941325,0.06376208],"study_design_scores_gemma":[0.000001982247,0.00001544452,0.0007818175,0.0007021671,0.000002278708,0.0001330224,0.001213569,0.0001896831,0.00003066999,0.07477824,0.9221447,0.000006437467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005539988,0.3680999,0.004467622,0.0302412,0.008569294,0.00006629659,0.0004510925,0.00009132986,0.5824734],"genre_scores_gemma":[0.131065,0.4683666,0.006363894,0.01390135,0.01135673,0.0003194349,0.001112274,0.0002288963,0.367286],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01995286,"threshold_uncertainty_score":0.06674898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3029109414","doi":"10.1007/978-3-030-42204-2_4","title":"Highly-Skilled Migrants in the Transatlantic Space: Between Settlement and Mobility","year":2020,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Government of Canada","keywords":"Settlement (finance); Space (punctuation); Economic geography; Geography; Political science; History; Economics; Computer science","authors":[{"name":"Agnieszka Weinar","is_ca":true},{"name":"Amanda Klekowski von Koppenfels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08807742184499197,"gpt":0.3759005405345128,"spread":0.2878231186895209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002828487,0.0001762606,0.000111496,0.000342625,0.001742196,0.002776744,0.0002947738,0.0006127878,0.006946871],"category_scores_gemma":[0.0003386174,0.00005111175,0.0001049899,0.0007542759,0.003422065,0.00135193,0.001566756,0.000988393,0.0005795172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209046,"about_ca_system_score_gemma":0.0008845048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004915872,"about_ca_topic_score_gemma":0.01624879,"domain_scores_codex":[0.9998429,0.00008738282,0.000003062992,0.00001345327,0.000022803,0.00003036191],"domain_scores_gemma":[0.9998735,0.0000717389,0.00001157635,0.000006868343,0.00001233214,0.00002407189],"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":[0.00001738386,0.00002221801,0.001725252,0.0001206479,0.000002409392,0.0008769099,0.07813,0.0002167567,0.0003447495,0.8408968,0.03468082,0.04296594],"study_design_scores_gemma":[0.000005595917,0.00005036619,0.004642897,0.0005988479,0.000004974735,0.000969366,0.09684443,0.0003117789,0.0002226641,0.06409671,0.8322423,0.0000100036],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09234355,0.02278451,0.001709109,0.01140145,0.0008326501,0.0000250214,0.00002985505,0.00001844984,0.8708553],"genre_scores_gemma":[0.6930872,0.0180016,0.001026476,0.001889086,0.0005251406,0.00003568993,0.0000411764,0.00002741078,0.2853661],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006946871,"threshold_uncertainty_score":0.02323955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387308316","doi":"10.1007/978-3-031-41348-3_1","title":"Between Critical Inquiry and Creative Writing","year":2023,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Liminality; Mainstream; Creative writing; Audience measurement; Appeal; Storytelling; Key (lock); Sociology; Variety (cybernetics); Academic writing; Visual arts; Aesthetics; Art; Pedagogy; Literature; Narrative; Political science; Computer science","authors":[{"name":"Anna Triandafyllidou","is_ca":true},{"name":"Alka Kumar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.252218626891242,"gpt":0.4921322857886302,"spread":0.2399136588973881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008113561,0.0008910453,0.0005159709,0.00267592,0.008466144,0.01931815,0.001713135,0.001896355,0.006460324],"category_scores_gemma":[0.01464018,0.0003091923,0.0003152181,0.002449046,0.04347634,0.01002211,0.006561585,0.005613653,0.001038289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006878189,"about_ca_system_score_gemma":0.005467104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001522372,"about_ca_topic_score_gemma":0.00169786,"domain_scores_codex":[0.9887285,0.008563878,0.000259805,0.0006682597,0.001390363,0.0003892861],"domain_scores_gemma":[0.9746507,0.02229,0.0006038204,0.0009351002,0.0008832353,0.0006371134],"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":[0.00002227605,0.0000270307,0.0001155877,0.0004753388,0.000007311573,0.0003339469,0.148354,0.0001727119,0.0002373491,0.788467,0.03724881,0.02453853],"study_design_scores_gemma":[0.00001407515,0.00002467567,0.0001889386,0.001831175,0.000005383264,0.0003844843,0.0658135,0.000310878,0.0003996281,0.2653548,0.6656552,0.0000172955],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01862701,0.05173313,0.03106123,0.06369389,0.007089186,0.0003198119,0.0001055839,0.0003279886,0.8270421],"genre_scores_gemma":[0.6314191,0.02675138,0.03017131,0.01170411,0.005263812,0.001190825,0.0002137838,0.0006951076,0.2925907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01931815,"threshold_uncertainty_score":0.04990494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396572269","doi":"10.1007/978-3-031-55680-7","title":"Migration and Cities","year":2024,"lang":"en","type":"book","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canada First Research Excellence Fund; Canada Excellence Research Chairs, Government of Canada; European University Institute","keywords":"Geography; Economic geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06892519830381753,"gpt":0.4094169886317909,"spread":0.3404917903279733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000134537,0.0004631522,0.0002674657,0.0008366303,0.001479824,0.003983006,0.0002884513,0.0003973487,0.03479922],"category_scores_gemma":[0.000648245,0.0001375371,0.0002259209,0.002347531,0.001054429,0.00142706,0.001458437,0.0009010672,0.005616746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001991091,"about_ca_system_score_gemma":0.002068529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01295207,"about_ca_topic_score_gemma":0.02570374,"domain_scores_codex":[0.9998716,0.00003948672,0.000004018119,0.00001909311,0.00004314434,0.00002261405],"domain_scores_gemma":[0.99989,0.00002611833,0.00001142498,0.00001349577,0.00003036218,0.00002851967],"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":[0.00001178534,0.00001383278,0.000783127,0.0001049543,0.000006157192,0.00004554381,0.0009601828,0.0006256695,0.00005857374,0.4477691,0.4860929,0.06352814],"study_design_scores_gemma":[0.000002435884,0.000004393285,0.001553771,0.0001238248,0.000003221923,0.00003500183,0.000750837,0.0001347142,0.00003962726,0.03470479,0.9626437,0.000003652328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003730888,0.03623924,0.0005110085,0.01003592,0.002342597,0.00001467697,0.0004520274,0.00006973271,0.9466039],"genre_scores_gemma":[0.07313413,0.04425625,0.0006438732,0.001456249,0.001075333,0.00004246622,0.0007297408,0.0001373239,0.8785247],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03479922,"threshold_uncertainty_score":0.116415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396572280","doi":"10.1007/978-3-031-55680-7_3","title":"Urban Policy Modelling and Diversity Governance in Doha and Singapore","year":2024,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Diversity (politics); Corporate governance; Geography; Economic geography; Environmental planning; Political science; Business; Finance","authors":[{"name":"Jérémie Molho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.114776937654095,"gpt":0.3761322618752528,"spread":0.2613553242211578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001425883,0.0003075155,0.0002419445,0.0007502732,0.002143544,0.00536581,0.0006965024,0.0008801016,0.006736399],"category_scores_gemma":[0.001156273,0.0001998324,0.00026674,0.002313009,0.003549703,0.002403654,0.002832838,0.001435036,0.0006324086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008978311,"about_ca_system_score_gemma":0.005845666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01902655,"about_ca_topic_score_gemma":0.03141124,"domain_scores_codex":[0.9991407,0.0005783585,0.00003090344,0.0000613244,0.0001208732,0.00006785002],"domain_scores_gemma":[0.9993123,0.0003178113,0.00008492982,0.0001047264,0.00009761017,0.00008268786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001208585,0.00003732936,0.002832557,0.0001293308,0.00001069948,0.0002439925,0.01587438,0.009835304,0.0002024938,0.9364905,0.007176521,0.02715479],"study_design_scores_gemma":[0.000008806111,0.00005434683,0.009145801,0.0006990452,0.00001881926,0.0002118524,0.04316584,0.02651241,0.0009590725,0.2943918,0.6247879,0.00004406966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2078744,0.005286447,0.01690499,0.02168622,0.0002665055,0.0001181894,0.0003923867,0.0001399756,0.747331],"genre_scores_gemma":[0.921966,0.004309413,0.004750057,0.0005221833,0.00004234275,0.0001321919,0.0002350235,0.00005760075,0.06798519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01902655,"threshold_uncertainty_score":0.06514251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309348441","doi":"10.1007/978-3-031-14009-9_9","title":"A Long Journey of Integration","year":2022,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Agency (philosophy); Solidarity; Welfare; Citizenship; Political science; Market integration; Precarity; Immigration; Gender studies; Sociology; Political economy; Economics; Law; Social science","authors":[{"name":"Irina Isaakyan","is_ca":true},{"name":"Anna Triandafyllidou","is_ca":true},{"name":"Simone Baglioni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1214456327484892,"gpt":0.4254398407223667,"spread":0.3039942079738776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004910268,0.0004917985,0.0006172633,0.0009946333,0.01824693,0.01420444,0.00108051,0.002597871,0.01513003],"category_scores_gemma":[0.00591022,0.0002922659,0.0004869073,0.001181082,0.02180949,0.01108483,0.0213451,0.00717047,0.002692284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005356094,"about_ca_system_score_gemma":0.007373377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006334721,"about_ca_topic_score_gemma":0.006444425,"domain_scores_codex":[0.9933781,0.003413928,0.0001519225,0.0005786655,0.0009506834,0.00152671],"domain_scores_gemma":[0.9974672,0.0004947056,0.0001663078,0.0003086861,0.0003876386,0.001175464],"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":[0.00007901112,0.00006975454,0.001658839,0.0001057145,0.0000167927,0.0009662231,0.3008624,0.00009835381,0.0004106021,0.6152566,0.03257191,0.04790379],"study_design_scores_gemma":[0.00001002399,0.0000742517,0.001574308,0.0005567688,0.000007829162,0.0005848308,0.1737947,0.00009798963,0.0001459914,0.06060781,0.7625185,0.00002711525],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2231157,0.02193911,0.008946369,0.16288,0.004731834,0.0001404501,0.0001619479,0.0002414999,0.5778431],"genre_scores_gemma":[0.9124274,0.004325616,0.002238967,0.008225162,0.000630799,0.00009332046,0.0001069199,0.0001822862,0.07176974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01824693,"threshold_uncertainty_score":0.05061501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396573483","doi":"10.1007/978-3-031-55680-7_6","title":"Immigration Policy and Less-Favoured Regions and Cities: Comparing Urban Atlantic Canada and the US Rust Belt","year":2024,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Immigration; Rust (programming language); Geography; Archaeology","authors":[{"name":"Yolande Pottie‐Sherman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06971829791408578,"gpt":0.336117476703953,"spread":0.2663991787898672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005825107,0.0002082295,0.000248661,0.002980915,0.005958464,0.005222134,0.001141367,0.0004355766,0.00690822],"category_scores_gemma":[0.002001333,0.0000990416,0.0002553926,0.0114803,0.003289385,0.0009229053,0.002796021,0.0008199704,0.0002199391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0657867,"about_ca_system_score_gemma":0.06363552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933664,"about_ca_topic_score_gemma":0.9979748,"domain_scores_codex":[0.9992574,0.00008714753,0.00001037937,0.00004634493,0.0002288887,0.000369944],"domain_scores_gemma":[0.9987954,0.0002557113,0.0001182372,0.00003190478,0.0004612282,0.0003374652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001801426,0.0001716514,0.3270918,0.0006830108,0.00007349633,0.001412024,0.2433537,0.002610603,0.0005738286,0.1639785,0.07309564,0.1867756],"study_design_scores_gemma":[0.00000772412,0.00002175967,0.4622586,0.0006127862,0.00003182211,0.00008891582,0.4008558,0.000807705,0.0001798735,0.002988788,0.1320997,0.00004648655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7907386,0.005089271,0.0002805279,0.006284534,0.0001175106,0.00007050736,0.002013293,0.00003016363,0.1953755],"genre_scores_gemma":[0.9783548,0.003796855,0.000313995,0.0005633039,0.00001850609,0.00003601789,0.0009245803,0.00002347966,0.01596833],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0657867,"threshold_uncertainty_score":0.4773181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387321424","doi":"10.1007/978-3-031-41348-3","title":"Migration and Identity through Creative Writing","year":2023,"lang":"en","type":"book","venue":"IMISCOE research series","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada; Canada Excellence Research Chairs, Government of Canada","keywords":"Storytelling; Narrative; Creative writing; Identity (music); Variety (cybernetics); Sociology; Aesthetics; Visual arts; Art; Literature; Computer science; Artificial intelligence","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1496064811062559,"gpt":0.4549818537858185,"spread":0.3053753726795625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007397844,0.0004814749,0.0002092796,0.0005915527,0.003985473,0.009994114,0.0006363103,0.000910076,0.01941445],"category_scores_gemma":[0.002290199,0.0001447311,0.0002544202,0.0008239858,0.005929788,0.004655249,0.003228033,0.001649288,0.003808161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009619449,"about_ca_system_score_gemma":0.001325509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009089278,"about_ca_topic_score_gemma":0.001538091,"domain_scores_codex":[0.9993865,0.0003062783,0.00001925114,0.00005436026,0.0001645083,0.00006891068],"domain_scores_gemma":[0.9992641,0.0004345214,0.00004796381,0.00008637061,0.00006719139,0.00009990123],"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":[0.00001954622,0.00004257524,0.0001701766,0.0001980075,0.000004380894,0.0004397818,0.04868399,0.0001977386,0.0004729513,0.722336,0.1333723,0.09406257],"study_design_scores_gemma":[0.0000059175,0.00001092617,0.0001560895,0.0002538979,0.000001876091,0.0003823286,0.01512023,0.0001285907,0.0002911864,0.06317627,0.9204663,0.000006296408],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007132679,0.00762534,0.003763505,0.006172395,0.001787729,0.00003529615,0.00003435773,0.000107363,0.9733415],"genre_scores_gemma":[0.1304835,0.007263849,0.003757569,0.001480339,0.0005751193,0.00007681044,0.0000724062,0.0001265031,0.8561638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01941445,"threshold_uncertainty_score":0.06494784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382584334","doi":"10.1007/978-3-031-34194-6_3","title":"Non-traditional Migration in South Asia","year":2023,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Remittance; South asia; Politics; Order (exchange); Geography; Development economics; Human migration; Political science; Economic growth; Economics; Sociology; Population; Ethnology; Demography","authors":[{"name":"AKM Ahsan Ullah","is_ca":false},{"name":"Mallik Akram Hossain","is_ca":false},{"name":"Ahmed Shafiqul Huque","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1472059582806549,"gpt":0.3884949876341454,"spread":0.2412890293534905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003971158,0.0002146989,0.0001015399,0.0004916944,0.001223011,0.001692638,0.0002909226,0.0003108386,0.007356721],"category_scores_gemma":[0.000423497,0.00005595382,0.00007669704,0.001399603,0.0019589,0.001167566,0.001543323,0.0007819754,0.000438187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015745,"about_ca_system_score_gemma":0.001527559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005298561,"about_ca_topic_score_gemma":0.01122229,"domain_scores_codex":[0.9998758,0.00005023549,0.000006935331,0.00001438562,0.00003281039,0.00001988724],"domain_scores_gemma":[0.9997779,0.000120915,0.00003195497,0.00001220694,0.00002897504,0.00002813797],"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":[0.00003183981,0.00005856924,0.010417,0.001023405,0.000007285984,0.001904469,0.2954372,0.0003677854,0.001701922,0.5416988,0.01918815,0.1281636],"study_design_scores_gemma":[0.00000957564,0.0000752176,0.0318513,0.001460913,0.000008610431,0.001484933,0.1734245,0.0005110789,0.0005984395,0.04525288,0.7453056,0.00001701072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3640298,0.03896219,0.001395563,0.01443342,0.0009557043,0.00005542405,0.00009656239,0.00002326519,0.5800481],"genre_scores_gemma":[0.8501252,0.03195905,0.00052579,0.0009649937,0.0002974414,0.00003955926,0.00006167433,0.00002070599,0.1160055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007356721,"threshold_uncertainty_score":0.0246107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094698570","doi":"10.1007/978-3-030-51245-3_5","title":"Diaspora Policies, Consular Services and Social Protection for Croatian Citizens Abroad","year":2020,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"European Commission","keywords":"Croatian; Diaspora; Homeland; Political science; Government (linguistics); Social protection; Public administration; Economic growth; Law; Politics; Economics","authors":[{"name":"Daphne Winland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.221559853052218,"gpt":0.4786755988800943,"spread":0.2571157458278763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007411551,0.0001430529,0.0001345698,0.0007840583,0.002543989,0.002943169,0.0003357134,0.0005648095,0.00850305],"category_scores_gemma":[0.0005488537,0.0001072524,0.00008443058,0.001174353,0.001694046,0.0007348988,0.001374309,0.001172549,0.0009622231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002120155,"about_ca_system_score_gemma":0.00567939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01599455,"about_ca_topic_score_gemma":0.0337172,"domain_scores_codex":[0.9994081,0.0002727071,0.00001661805,0.00003570826,0.00007172576,0.0001951857],"domain_scores_gemma":[0.9997411,0.00009030175,0.0000387766,0.00001283162,0.00002585011,0.00009115915],"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":[0.00006251003,0.0004407345,0.01844398,0.0009665337,0.00001319231,0.0007356725,0.0474198,0.0004272979,0.000679557,0.5608133,0.1442147,0.2257829],"study_design_scores_gemma":[0.00001086185,0.00005778257,0.03857348,0.001905387,0.000006178175,0.000365233,0.0556061,0.00009375747,0.0002367428,0.003695476,0.8994343,0.00001476176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1781867,0.08295015,0.0002561615,0.01730095,0.001365836,0.00005588691,0.0001865078,0.00003121237,0.7196666],"genre_scores_gemma":[0.7820117,0.06336238,0.0004885208,0.003090447,0.0003449015,0.00004913428,0.0001696366,0.00002451929,0.1504587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01599455,"threshold_uncertainty_score":0.03180289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382394752","doi":"10.1007/978-3-031-34194-6_14","title":"Health Beyond Borders: Migration and Precarity in South Asia","year":2023,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Precarity; Mainstream; Livelihood; Poverty; Development economics; Inequality; Public health; Political science; Economic growth; Geography; Sociology; Gender studies; Medicine; Economics","authors":[{"name":"Anuj Kapilashrami","is_ca":false},{"name":"Ekatha Ann John","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1198319038529946,"gpt":0.4459150165764379,"spread":0.3260831127234433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002900754,0.0002410741,0.0001737117,0.0005412625,0.001094356,0.002160507,0.000290269,0.0004919331,0.005949146],"category_scores_gemma":[0.0004712238,0.00009788262,0.0001391958,0.001353737,0.002600207,0.001357857,0.001700764,0.001231442,0.0004093471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085518,"about_ca_system_score_gemma":0.001995844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007460322,"about_ca_topic_score_gemma":0.01432925,"domain_scores_codex":[0.9999038,0.00003480757,0.00000594922,0.00001285491,0.00002168236,0.0000209175],"domain_scores_gemma":[0.9998141,0.0001000485,0.00002477844,0.000009514636,0.00002159187,0.00002994865],"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":[0.00005338848,0.00008998405,0.01933505,0.002180389,0.0000236157,0.002899436,0.2997584,0.0007177244,0.001925098,0.2865964,0.05542874,0.3309919],"study_design_scores_gemma":[0.000008400665,0.0001512578,0.05139235,0.00460631,0.00002621909,0.002422274,0.2006041,0.0003230962,0.0006582009,0.06533901,0.6744395,0.00002919859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1947175,0.2764826,0.0007814901,0.04924846,0.002331567,0.0000632689,0.0001491447,0.00003427368,0.4761916],"genre_scores_gemma":[0.6539862,0.2384121,0.0007548209,0.004816687,0.001260479,0.00005626492,0.0001115493,0.00003167233,0.1005702],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007460322,"threshold_uncertainty_score":0.01990187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387311980","doi":"10.1007/978-3-031-41348-3_2","title":"Experiments and Interventions: Re-envisioning Qualitative Research Methods in Migration","year":2023,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mainstream; Narrative; Conversation; Discipline; Sociology; Perspective (graphical); Creativity; Engineering ethics; Pedagogy; Psychology; Social science; Political science; Visual arts; Engineering; Art; Social psychology","authors":[{"name":"Alka Kumar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8881950245956475,"gpt":0.7948434650274318,"spread":0.09335155956821573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3313208,0.001825176,0.002276407,0.004184166,0.006091641,0.01980183,0.007518555,0.007778916,0.005909848],"category_scores_gemma":[0.1969172,0.001883772,0.00116846,0.003188489,0.07683453,0.02824158,0.0131589,0.01338695,0.00156618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01578748,"about_ca_system_score_gemma":0.02034689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00338214,"about_ca_topic_score_gemma":0.004421603,"domain_scores_codex":[0.5750454,0.4083891,0.004294643,0.003811742,0.007156623,0.001302592],"domain_scores_gemma":[0.4941654,0.4779549,0.003425171,0.01670572,0.005766831,0.001982063],"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":[0.00006473131,0.0001746467,0.0002588439,0.004437295,0.00004882095,0.0002205002,0.1936165,0.001145104,0.0004413507,0.7143762,0.008454374,0.0767616],"study_design_scores_gemma":[0.000197039,0.00027449,0.0002274629,0.01927875,0.00005635855,0.0002270747,0.08329392,0.001786834,0.0009787849,0.6233768,0.2702193,0.00008321075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01633765,0.08180256,0.5453088,0.2167345,0.009859961,0.01294264,0.0004015315,0.000705011,0.1159072],"genre_scores_gemma":[0.2355648,0.04214917,0.6388501,0.03076536,0.001383064,0.03552388,0.0001857439,0.0005945847,0.01498325],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3313208,"threshold_uncertainty_score":0.8246006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3028193667","doi":"10.1007/978-3-030-34324-8_11","title":"Evolving Conceptual and Policy Challenges","year":2020,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Immigration Law and Human Rights","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Conceptual framework; Theme (computing); Political science; Set (abstract data type); Population; Focus (optics); Political economy; Economic geography; Sociology; Geography; Social science; Law; Computer science","authors":[{"name":"Sarah Spencer","is_ca":false},{"name":"Anna Triandafyllidou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1958500621130574,"gpt":0.4093292570540123,"spread":0.2134791949409549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01806082,0.0008058958,0.0009243895,0.002603829,0.008726798,0.02328728,0.003531942,0.01084961,0.01002089],"category_scores_gemma":[0.01385956,0.0005693278,0.0006533487,0.003503032,0.04063256,0.02270827,0.009322961,0.01755198,0.001355053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01921745,"about_ca_system_score_gemma":0.010422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006993572,"about_ca_topic_score_gemma":0.006118546,"domain_scores_codex":[0.9863713,0.008754036,0.0003154994,0.001296268,0.002287243,0.0009755683],"domain_scores_gemma":[0.9909792,0.006483613,0.0002978782,0.0005222341,0.001130399,0.0005865922],"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":[0.000001003545,0.000006565123,0.0000181027,0.00001649308,8.878313e-7,0.00002498837,0.001907263,0.0001019152,0.00001207045,0.9894601,0.006418889,0.002031591],"study_design_scores_gemma":[0.000004487276,0.000007817109,0.00009051152,0.0004340432,0.00000196201,0.00007432931,0.01470801,0.0005332768,0.00004284454,0.7177548,0.2663358,0.00001215517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009219069,0.02422347,0.01066558,0.6363382,0.004349193,0.00005142613,0.0001062473,0.00006232154,0.3149845],"genre_scores_gemma":[0.6384545,0.04234314,0.02363279,0.1441519,0.008209003,0.0008396134,0.000483968,0.0003302178,0.141555],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02328728,"threshold_uncertainty_score":0.139433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3161174066","doi":"10.1007/978-3-030-67365-9_9","title":"Branding Cosmopolitanism and Place Making in Saint Laurent Boulevard, Montreal","year":2021,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cosmopolitanism; Tourism; Gentrification; Boulevard; FLAGS register; Global city; Chinatown; Sociology; Geography; Advertising; Political science; Economic growth; Archaeology; Politics; Law","authors":[{"name":"Marie-Laure Poulot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07134957327325234,"gpt":0.315725993251015,"spread":0.2443764199777626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004398193,0.0002955082,0.0001513975,0.0007725349,0.006419848,0.005185175,0.0007898132,0.0005908717,0.0151577],"category_scores_gemma":[0.0005603053,0.0001728935,0.0001304754,0.001394374,0.0060839,0.00111851,0.001504727,0.001051518,0.0006633733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03361366,"about_ca_system_score_gemma":0.01281573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8702931,"about_ca_topic_score_gemma":0.9637036,"domain_scores_codex":[0.9996563,0.00008659755,0.00000430461,0.00004706521,0.0001307454,0.00007504063],"domain_scores_gemma":[0.9996827,0.00005663854,0.00002211424,0.00001747883,0.0001044128,0.0001167165],"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":[0.00008142786,0.0001246931,0.006387276,0.0001948919,0.00001862284,0.001121534,0.1922898,0.0007597671,0.002338104,0.5008901,0.1620242,0.1337696],"study_design_scores_gemma":[0.000005811661,0.00001790131,0.01139087,0.0001281428,0.0000064858,0.0001454911,0.03304846,0.0002552997,0.0005308368,0.005398753,0.9490454,0.00002659718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1454062,0.01919579,0.001413763,0.01735158,0.000520376,0.00006304226,0.0002835708,0.0001348258,0.8156308],"genre_scores_gemma":[0.6845217,0.008413049,0.001445518,0.0007275018,0.0001096709,0.00002299447,0.0001062509,0.00009182301,0.3045615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1297069,"threshold_uncertainty_score":0.2609416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402746097","doi":"10.1007/978-3-031-67833-2_2","title":"Global Elite Migrations: Mobility, Agency and Networks","year":2024,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Elite; Agency (philosophy); Economic geography; Geography; Political science; Sociology; Social science; Law; Politics","authors":[{"name":"Irina Isaakyan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05932751888949019,"gpt":0.4026421140305777,"spread":0.3433145951410875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004386063,0.0001953472,0.0001235507,0.0007897289,0.001359614,0.00448648,0.0002326349,0.0005168619,0.008256853],"category_scores_gemma":[0.0006582578,0.00007837247,0.0001076143,0.001687838,0.003758953,0.002536788,0.00186912,0.0006017312,0.0004421565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372034,"about_ca_system_score_gemma":0.0009749598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005880433,"about_ca_topic_score_gemma":0.007969166,"domain_scores_codex":[0.9997628,0.0001156185,0.000004931363,0.00003313232,0.00003100099,0.00005256184],"domain_scores_gemma":[0.9997213,0.0001131745,0.00005100177,0.00002071355,0.00002941466,0.00006431716],"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":[0.00002289008,0.00002409597,0.005018287,0.0001140821,0.000008482084,0.0003041582,0.02902017,0.000970402,0.0001344549,0.8797431,0.01908349,0.06555646],"study_design_scores_gemma":[0.00001175853,0.00004804666,0.01689566,0.000705418,0.0000159023,0.0004286643,0.09668364,0.001258052,0.0001056479,0.3156257,0.5682041,0.00001735004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1535568,0.01398397,0.003210183,0.01384247,0.0003680614,0.00002594753,0.0001195661,0.00003648958,0.8148565],"genre_scores_gemma":[0.9208148,0.01271021,0.0006005476,0.0005585623,0.0002254352,0.00002980577,0.00005049556,0.0000185923,0.06499153],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008256853,"threshold_uncertainty_score":0.02762192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2950597563","doi":"10.1007/978-3-030-15134-8_12","title":"“I Was Enthused When I ‘Returned’ to Portugal, But I’m Leaving Disillusioned”: Portuguese Migrant Descendant Returnees from Canada and Narratives of Return, Re-return and Twice Migration","year":2019,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Descendant; Emigration; Portuguese; Casual; Narrative; Political science; Immigration; Modernization theory; Gender studies; Economy; Sociology; Economics; Law","authors":[{"name":"João Sardinha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05706279066466827,"gpt":0.3234958583327014,"spread":0.2664330676680331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003073693,0.0008690159,0.0007872705,0.001574744,0.03612752,0.008173927,0.001935572,0.002173444,0.002959052],"category_scores_gemma":[0.00542489,0.0005244991,0.0003839268,0.002528162,0.01700675,0.002842302,0.006127519,0.004850958,0.0002895937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02486751,"about_ca_system_score_gemma":0.03344141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.81363,"about_ca_topic_score_gemma":0.9119318,"domain_scores_codex":[0.9971765,0.001093967,0.00007166628,0.0001963707,0.0004157323,0.001045762],"domain_scores_gemma":[0.9962967,0.001178621,0.0003615495,0.0001301899,0.0007289885,0.001303956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001566938,0.000006187684,0.001364905,0.00002688579,0.000002155663,0.0009566451,0.9947351,0.00001227896,0.0001588244,0.0008780372,0.0006750142,0.001168264],"study_design_scores_gemma":[4.699141e-7,0.0000037193,0.0007724478,0.00003890018,0.000001556179,0.0001383465,0.9920202,0.000008904932,0.00004698393,0.00003253033,0.006929453,0.00000657618],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818556,0.00125209,0.0003254869,0.003984211,0.0001189989,0.00004876164,0.00009928911,0.00001535826,0.01230021],"genre_scores_gemma":[0.9883308,0.001424736,0.0002344248,0.0006996511,0.00002157213,0.00003064147,0.00006430748,0.00003208475,0.009161772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.18637,"threshold_uncertainty_score":0.3749352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403185045","doi":"10.1007/978-3-031-69808-8_2","title":"The Travels and Transformations of ‘Vulnerability’: From an Ethical and Analytical Concept to a Legal and Bureaucratic Label","year":2024,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Max-Planck-Gesellschaft; Yale University","keywords":"Bureaucracy; Vulnerability (computing); Political science; Engineering ethics; Psychology; Sociology; Epistemology; Law; Computer science; Engineering; Philosophy; Computer security","authors":[{"name":"Luc Leboeuf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2294414087011565,"gpt":0.4629936902308132,"spread":0.2335522815296567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004026408,0.0005046055,0.0003330549,0.00149521,0.004867225,0.009211554,0.0008471071,0.002081761,0.004821871],"category_scores_gemma":[0.005158576,0.0002060455,0.0002119771,0.001823883,0.04433421,0.008346862,0.005385946,0.005112759,0.0005450488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005169102,"about_ca_system_score_gemma":0.004464081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002648166,"about_ca_topic_score_gemma":0.002799823,"domain_scores_codex":[0.9951922,0.003601993,0.00008238983,0.0002183302,0.0006634964,0.000241696],"domain_scores_gemma":[0.9968888,0.002258515,0.0001992229,0.0002129734,0.0002738965,0.0001666453],"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":[0.000003206151,0.000004309993,0.00006677228,0.00003325361,6.852758e-7,0.00004939657,0.02097262,0.0001000908,0.00006124943,0.970455,0.003912225,0.004341227],"study_design_scores_gemma":[0.000003596813,0.00001798885,0.0003896225,0.0007523031,0.000002388386,0.0002686036,0.05907638,0.0004274777,0.0002428261,0.5064077,0.4323936,0.00001744908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04260082,0.02893788,0.03354045,0.1196461,0.002523796,0.00009759774,0.00009138282,0.0001031707,0.7724588],"genre_scores_gemma":[0.8744138,0.01912584,0.009851485,0.006280013,0.00108945,0.0002616516,0.00008087791,0.0001901722,0.08870668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009211554,"threshold_uncertainty_score":0.03750467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892275062","doi":"10.1007/978-3-319-92719-0_45","title":"On Producing the Alien Within: A Reply","year":2018,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Normative; Revocation; Citizenship; Alien; Political science; Position (finance); Law; Law and economics; Computer security; Sociology; Environmental ethics; Computer science; Philosophy; Business","authors":[{"name":"Audrey Macklin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09505998277694994,"gpt":0.399307483721302,"spread":0.3042475009443521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009629099,0.0007939882,0.001093053,0.001021049,0.008661668,0.007886457,0.004278402,0.03284866,0.01065017],"category_scores_gemma":[0.02966276,0.0005589275,0.0006866745,0.001456792,0.01314873,0.01537573,0.007400737,0.04990156,0.004626687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004153796,"about_ca_system_score_gemma":0.004088295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006939526,"about_ca_topic_score_gemma":0.01061127,"domain_scores_codex":[0.994979,0.002238807,0.0002292224,0.0008015282,0.001160598,0.000590867],"domain_scores_gemma":[0.9855651,0.01085428,0.0004151275,0.0005924538,0.001872656,0.0007003818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007945639,0.00000763322,0.000118245,0.00003322107,0.000003271031,0.0001382408,0.003571424,0.0000405137,0.00005828939,0.1316547,0.8611453,0.003221173],"study_design_scores_gemma":[0.000008083196,0.000008682247,0.0001700968,0.0001999066,0.000005769961,0.0001279233,0.00557286,0.0001060656,0.0002088791,0.02711476,0.9664477,0.00002935822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004477925,0.0009218346,0.000322833,0.9808151,0.007250206,0.00000562998,0.00002096321,0.00002092673,0.01019481],"genre_scores_gemma":[0.01498483,0.001538624,0.0005139673,0.93182,0.0101987,0.00004438015,0.00003125864,0.0001840673,0.04068413],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03284866,"threshold_uncertainty_score":0.05092418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396573500","doi":"10.1007/978-3-031-55680-7_4","title":"Urban Diversity and Spatial Justice: A Critical Overview","year":2024,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Diversity (politics); Geography; Economic Justice; Sociology; Environmental planning; Political science; Anthropology; Law","authors":[{"name":"Amin Moghadam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1889712235465508,"gpt":0.4331487472011023,"spread":0.2441775236545515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002510125,0.0007658084,0.0005896034,0.005168491,0.007460107,0.009369003,0.00132684,0.003122412,0.007382932],"category_scores_gemma":[0.00277612,0.0003283835,0.000383199,0.005035203,0.02461088,0.008662741,0.0060013,0.004497643,0.0006857956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01223923,"about_ca_system_score_gemma":0.004715448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0105184,"about_ca_topic_score_gemma":0.01616525,"domain_scores_codex":[0.9980192,0.001314915,0.00004965331,0.0001468625,0.0002686922,0.0002007175],"domain_scores_gemma":[0.9969642,0.00245491,0.0001013086,0.0000778254,0.0003008799,0.0001009004],"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":[0.000005119437,0.00001118514,0.0001811688,0.0003358341,0.000003230489,0.0001419358,0.01291285,0.0002327358,0.00003435076,0.950266,0.02040426,0.01547129],"study_design_scores_gemma":[0.000002251955,0.00001316442,0.0005330203,0.002016895,0.00000392041,0.0002047714,0.02835172,0.0002157365,0.00009188117,0.1884539,0.7800994,0.00001337903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01066767,0.3379093,0.008422738,0.12118,0.005489788,0.0001520113,0.0001591979,0.00004850966,0.5159708],"genre_scores_gemma":[0.5006084,0.3745832,0.005562541,0.01802292,0.01055875,0.0004562882,0.0002444399,0.0001745687,0.08978877],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01223923,"threshold_uncertainty_score":0.08880228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403184712","doi":"10.1007/978-3-031-69808-8_1","title":"Introduction. Between Protection and Harm. Negotiated Vulnerabilities in Asylum Laws and Bureaucracies","year":2024,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Harm; Bureaucracy; Law; Political science; Law and economics; Sociology","authors":[{"name":"Luc Leboeuf","is_ca":false},{"name":"Cathrine Brun","is_ca":false},{"name":"Sabrina Marchetti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07627757742489034,"gpt":0.376297804134064,"spread":0.3000202267091737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001466448,0.0007712395,0.0004786217,0.0009717062,0.004375028,0.007854191,0.0008558815,0.00444481,0.02322431],"category_scores_gemma":[0.002385808,0.0004206971,0.0004319588,0.001390822,0.01091272,0.007708978,0.003292178,0.006050271,0.004645891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003754322,"about_ca_system_score_gemma":0.002394978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005263832,"about_ca_topic_score_gemma":0.005798833,"domain_scores_codex":[0.9983959,0.000933507,0.000052561,0.0001888065,0.0002581763,0.0001710093],"domain_scores_gemma":[0.9979078,0.001597337,0.0001104665,0.0000797613,0.000177516,0.0001271185],"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":[0.00002118206,0.00002399079,0.0002879644,0.0002475561,0.000003710202,0.0001522101,0.02284658,0.00017127,0.00008794997,0.7808325,0.1676975,0.02762756],"study_design_scores_gemma":[0.000003806501,0.0000191108,0.000615424,0.0007796331,0.000001634992,0.000164747,0.007508739,0.0001082302,0.00004654663,0.07239502,0.9183474,0.000009652962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005705608,0.07549959,0.01003299,0.1345209,0.01079905,0.0001370269,0.0004792165,0.0001717659,0.7626539],"genre_scores_gemma":[0.194261,0.06836788,0.007848538,0.0448436,0.01076108,0.0006272699,0.000664109,0.0005385601,0.672088],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02322431,"threshold_uncertainty_score":0.07769299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}