{"meta":{"query_hash":"cc77e41aab45","filters":{"venue":"Palgrave politics of identity and citizenship series"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/cc77e41aab45","api":"https://metacan.xera.ac/api/v1/cohort?venue=Palgrave+politics+of+identity+and+citizenship+series"},"results":[{"id":"W4404325096","doi":"10.1007/978-3-031-71719-2_9","title":"Multicultural Continuity in the Absence of Deep Diversity in the United Kingdom","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave politics of identity and citizenship series","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Regina; University of Winnipeg","funders":"","keywords":"Multiculturalism; Diversity (politics); Kingdom; Economic geography; Geography; Sociology; Political science; Geology; Anthropology; Law; Paleontology","score_opus":0.053964813671557345,"score_gpt":0.3055577613219567,"score_spread":0.25159294765039936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404325096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8101267,0.0132936295,0.00024862462,0.011539691,0.00026137716,0.000016732118,0.000032771335,0.000008466892,0.164472],"genre_scores_gemma":[0.9934942,0.0006490485,0.00005136945,0.00038061207,0.000009016294,0.000005505178,0.0000055330584,0.0000032824676,0.0054015415],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971917,0.0011790574,0.00011778733,0.00017019642,0.00017721104,0.0011639332],"domain_scores_gemma":[0.9984835,0.00056543737,0.00020906258,0.00014273942,0.00013371035,0.0004657293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015545698,0.00013502418,0.00037444278,0.000778525,0.012653595,0.010011647,0.0005997913,0.0015516912,0.0044369195],"category_scores_gemma":[0.0031837213,0.00028155313,0.00018301705,0.0015326594,0.011476368,0.003672017,0.012041175,0.0018873906,0.00030489775],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022238914,0.000045936093,0.01206331,0.00017687451,0.000020349502,0.0033956068,0.6102003,0.0001849012,0.0005584379,0.32469514,0.006774008,0.041662723],"study_design_scores_gemma":[0.000028550996,0.000072710114,0.051931076,0.00082080945,0.000025966245,0.0011970479,0.70264703,0.00012450122,0.0002050978,0.022246554,0.22065727,0.000043416534],"about_ca_topic_score_codex":0.096724235,"about_ca_topic_score_gemma":0.20057951,"teacher_disagreement_score":0.096724235,"about_ca_system_score_codex":0.008857259,"about_ca_system_score_gemma":0.0070898263,"threshold_uncertainty_score":0.1923225},"labels":[],"label_agreement":null},{"id":"W4404339446","doi":"10.1007/978-3-031-71719-2_10","title":"Concluding Remarks","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave politics of identity and citizenship series","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; Université du Québec à Montréal","funders":"","keywords":"Computer science","score_opus":0.03600438373539413,"score_gpt":0.3088408268071995,"score_spread":0.2728364430718054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404339446","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005278273,0.009238597,0.008105432,0.34611115,0.013103633,0.00012351641,0.0015841146,0.0002993298,0.6161559],"genre_scores_gemma":[0.13658905,0.007187395,0.008403365,0.17728764,0.011105417,0.00038762644,0.0018191584,0.0004026558,0.6568177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979405,0.00055494474,0.00007150781,0.0004973667,0.0005173838,0.00041829387],"domain_scores_gemma":[0.994013,0.002033473,0.00028634543,0.00065534934,0.0025455598,0.00046621246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038449701,0.000622547,0.0006525173,0.0013120077,0.0029087493,0.006209976,0.0021092743,0.0037397952,0.16615863],"category_scores_gemma":[0.016649762,0.0002075011,0.0008016244,0.0009564082,0.0024426035,0.0057027405,0.0026889252,0.0037823766,0.026962537],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105495725,0.000051883675,0.0008686076,0.00016804092,0.000015823009,0.00011864971,0.0011561406,0.00039265933,0.00014674987,0.64091146,0.33066607,0.025398396],"study_design_scores_gemma":[0.00003796357,0.000024240191,0.0017683026,0.0004175515,0.000016108304,0.000088206434,0.0042140693,0.00030566336,0.0002601271,0.2664234,0.72642225,0.000022148557],"about_ca_topic_score_codex":0.010563579,"about_ca_topic_score_gemma":0.012354477,"teacher_disagreement_score":0.16615863,"about_ca_system_score_codex":0.002955738,"about_ca_system_score_gemma":0.0024185565,"threshold_uncertainty_score":0.555856},"labels":[],"label_agreement":null},{"id":"W4404339500","doi":"10.1007/978-3-031-71719-2_3","title":"Mending or Patching Over Inequality? The Substance of Multiculturalism under Canada’s Liberal Government Since 2015","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave politics of identity and citizenship series","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Ottawa","funders":"","keywords":"Multiculturalism; Inequality; Government (linguistics); Political science; Sociology; Philosophy; Law; Mathematics; Linguistics; Mathematical analysis","score_opus":0.038428503035410226,"score_gpt":0.3010152038747768,"score_spread":0.2625867008393666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404339500","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22486883,0.019095233,0.0012126253,0.2916221,0.0022110154,0.00004548978,0.00054533023,0.0000619945,0.46033737],"genre_scores_gemma":[0.9055521,0.0032305697,0.0004998058,0.021102773,0.00028844515,0.000023505158,0.00009239092,0.00007917369,0.069131196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9938106,0.0005772778,0.00006400113,0.00047847853,0.0014848026,0.0035848608],"domain_scores_gemma":[0.9957279,0.00066545635,0.00020776391,0.0002734117,0.0014122584,0.0017132452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039964705,0.000273465,0.0005572036,0.0014607906,0.03349374,0.01687442,0.0018381963,0.004065177,0.008610719],"category_scores_gemma":[0.0072078295,0.00037342485,0.00042481255,0.0036420727,0.040164128,0.0053538345,0.007060358,0.008534746,0.0004032197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049183796,0.000026348445,0.005552281,0.0000457111,0.00001907071,0.00014187978,0.05945481,0.000223095,0.0001884978,0.8404914,0.054933,0.038874645],"study_design_scores_gemma":[0.000020529187,0.00001969083,0.027959522,0.0004873641,0.000028976981,0.000096573174,0.08815834,0.00027825648,0.00036152432,0.06027325,0.8222091,0.00010681717],"about_ca_topic_score_codex":0.9888298,"about_ca_topic_score_gemma":0.9948014,"teacher_disagreement_score":0.12418989,"about_ca_system_score_codex":0.12418989,"about_ca_system_score_gemma":0.2199984,"threshold_uncertainty_score":0.90106493},"labels":[],"label_agreement":null},{"id":"W4404339618","doi":"10.1007/978-3-031-71719-2_1","title":"Introduction: Is Multiculturalism on the Mend?","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave politics of identity and citizenship series","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; University of Regina","funders":"","keywords":"Multiculturalism; Sociology; Political science; Pedagogy","score_opus":0.03486921601986711,"score_gpt":0.29079300772478467,"score_spread":0.2559237917049176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404339618","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026033442,0.06282131,0.0023560696,0.18843202,0.028137248,0.00004094034,0.00026136715,0.00010787844,0.71523976],"genre_scores_gemma":[0.062405184,0.042404678,0.002427304,0.053643294,0.022429012,0.00013529173,0.00030859074,0.00028191583,0.81596464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995819,0.00017146379,0.000013466185,0.00007347196,0.00011016811,0.000049522445],"domain_scores_gemma":[0.9991154,0.00056946225,0.000028301838,0.00004476261,0.00014069454,0.000101383324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097200385,0.0004904,0.00048382967,0.00097215304,0.0032760564,0.0047837095,0.00079854304,0.0028482596,0.042887364],"category_scores_gemma":[0.0020246704,0.0002608091,0.00026832471,0.0014779571,0.0048086937,0.005845068,0.0022118432,0.004744506,0.0075112525],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010484299,0.000014054559,0.00010838592,0.000090730806,0.000001468674,0.000045252087,0.002663857,0.000051114162,0.0000527688,0.5883441,0.38313207,0.025485752],"study_design_scores_gemma":[0.0000021815667,0.000005157697,0.00020071103,0.00024290367,0.0000014637995,0.000066768196,0.0014795869,0.00005140263,0.000037178335,0.063064896,0.9348426,0.0000051258144],"about_ca_topic_score_codex":0.005611537,"about_ca_topic_score_gemma":0.01013076,"teacher_disagreement_score":0.042887364,"about_ca_system_score_codex":0.0021192844,"about_ca_system_score_gemma":0.0019459216,"threshold_uncertainty_score":0.1434725},"labels":[],"label_agreement":null},{"id":"W4404339663","doi":"10.1007/978-3-031-71719-2_6","title":"Multiculturalism Discourse and Policy: The Convergence of Two Path-Dependent Trajectories in Germany","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave politics of identity and citizenship series","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Multiculturalism; Convergence (economics); Path (computing); Path dependence; Political science; Economic geography; Sociology; Geography; Economics; Neoclassical economics; Computer science; Economic growth; Law; Computer network","score_opus":0.027188705285846416,"score_gpt":0.32394148628854075,"score_spread":0.2967527810026943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404339663","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80460215,0.0070164013,0.0014928591,0.029447172,0.00016521614,0.00002023974,0.00018342903,0.000043672295,0.15702873],"genre_scores_gemma":[0.99498874,0.00064852607,0.00014214897,0.00035195868,0.000011156991,0.000008687035,0.00003488311,0.000009914852,0.0038039063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969977,0.0013744414,0.00007852496,0.0002597907,0.00024468772,0.0010447752],"domain_scores_gemma":[0.99847347,0.00080346345,0.00019756201,0.00011497093,0.00013532347,0.0002751313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004057306,0.00028251632,0.0002575434,0.0024118677,0.005422364,0.009841796,0.00093990494,0.0020252736,0.0035115152],"category_scores_gemma":[0.0055063386,0.00023999283,0.00020475898,0.003646735,0.009458311,0.0065596583,0.006567879,0.0014987256,0.0003183268],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065837,0.000031047988,0.004164959,0.00006307923,0.000012013569,0.00016533812,0.07397693,0.0005181969,0.0001553645,0.8953261,0.0032151253,0.022306051],"study_design_scores_gemma":[0.000035794703,0.00012264533,0.07190794,0.0010351402,0.00007617081,0.00026390667,0.3921761,0.002129162,0.0014135569,0.27846795,0.25227723,0.000094455536],"about_ca_topic_score_codex":0.038552094,"about_ca_topic_score_gemma":0.043929957,"teacher_disagreement_score":0.038552094,"about_ca_system_score_codex":0.013932789,"about_ca_system_score_gemma":0.010142957,"threshold_uncertainty_score":0.101089895},"labels":[],"label_agreement":null}]}