{"meta":{"query_hash":"3c2e376a091c","filters":{"venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/3c2e376a091c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Cosmopolitan+Civil+Societies+An+Interdisciplinary+Journal"},"results":[{"id":"W1996887936","doi":"10.5130/ccs.v5i3.3640","title":"Making Sense of Shakespeare: a Cultural Icon for Contemporary Audiences","year":2013,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Theatre and Performance Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Icon; Globe; Embodied cognition; Aesthetics; Sociology; Common sense; Media studies; Art; Epistemology; Psychology; Philosophy","score_opus":0.08941713865729625,"score_gpt":0.34793307195780665,"score_spread":0.25851593330051037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996887936","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":[0.66982114,0.0150186075,0.014346188,0.043012448,0.001819123,0.00012635707,0.00006765271,0.00017843727,0.25561005],"genre_scores_gemma":[0.9907136,0.0013777307,0.000919456,0.0007612325,0.00010409147,0.00002456881,0.000010475536,0.000049833492,0.006039087],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903376,0.0067222854,0.00020858587,0.0004985681,0.0012692855,0.00096375664],"domain_scores_gemma":[0.9914957,0.0056871,0.0005308189,0.00046843555,0.0008912854,0.0009266704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010916683,0.0010080963,0.00074303517,0.0031469753,0.02265385,0.018427258,0.0011833626,0.00329392,0.00265901],"category_scores_gemma":[0.013312541,0.0005038091,0.0003754266,0.002525828,0.059077445,0.011239674,0.010180334,0.0043978887,0.00032811597],"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":[0.0000072568664,0.0000042377114,0.0003952088,0.000035122433,0.000002688305,0.00022998592,0.97072583,0.000024979274,0.00022473009,0.024034813,0.0013317777,0.002983299],"study_design_scores_gemma":[0.0000027120127,0.000012579567,0.00074179575,0.00018770681,0.0000047913873,0.0003300955,0.91739357,0.00006660534,0.00019812124,0.006726724,0.07431696,0.000018377497],"about_ca_topic_score_codex":0.036269143,"about_ca_topic_score_gemma":0.03265385,"teacher_disagreement_score":0.036269143,"about_ca_system_score_codex":0.007641335,"about_ca_system_score_gemma":0.0074184015,"threshold_uncertainty_score":0.07211602},"labels":[],"label_agreement":null},{"id":"W2001123403","doi":"10.5130/ccs.v3i3.2186","title":"Cosmopolitanism, Custom, and Complexity: Kant`s Cosmopolitan Norms in Action","year":2011,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Cosmopolitanism; Pluralism (philosophy); Politics; Sociology; Epistemology; Legitimacy; Flourishing; Norm (philosophy); Universality (dynamical systems); Political philosophy; Environmental ethics; Political science; Law; Philosophy; Social psychology","score_opus":0.11808808514066198,"score_gpt":0.37894623835548663,"score_spread":0.26085815321482464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001123403","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":[0.1181508,0.005891142,0.06528436,0.03656408,0.00040800366,0.000080147875,0.00004326479,0.00012323639,0.773455],"genre_scores_gemma":[0.98491144,0.00073665386,0.006808424,0.0006216863,0.00009182484,0.000048292768,0.000011426831,0.000048722242,0.0067216507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9924885,0.0054188566,0.00018505625,0.00051930116,0.000936315,0.0004520048],"domain_scores_gemma":[0.99626297,0.0022512842,0.00035881967,0.00058602885,0.00026065085,0.00028024887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005962174,0.00050729164,0.00042733274,0.0013210619,0.0058416636,0.008510535,0.00095857534,0.00273195,0.0019418631],"category_scores_gemma":[0.004638067,0.00034118394,0.0003961167,0.001626144,0.09173379,0.009217902,0.005138924,0.0043588956,0.00033847438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053175127,0.0000063043535,0.00016146235,0.000011867516,0.000001440961,0.00003116157,0.010016127,0.00021673986,0.000034550823,0.9867954,0.0004822518,0.0022373095],"study_design_scores_gemma":[0.000009307051,0.000010678039,0.00040383637,0.00005669374,0.0000028905051,0.00008526881,0.0047440035,0.0006588928,0.00009837516,0.96474,0.029175777,0.0000143349],"about_ca_topic_score_codex":0.0039626504,"about_ca_topic_score_gemma":0.003360973,"teacher_disagreement_score":0.008510535,"about_ca_system_score_codex":0.0060359593,"about_ca_system_score_gemma":0.0029766867,"threshold_uncertainty_score":0.043794096},"labels":[],"label_agreement":null},{"id":"W2074163786","doi":"10.5130/ccs.v1i2.1045","title":"Human Rights and Indigenous Peoples","year":2009,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Australian Government","keywords":"Indigenous; Human rights; Indigenous rights; Political science; Charter; International human rights law; Law; Commonwealth; Constitution; Linguistic rights; International law; Declaration; Right to property","score_opus":0.015939403081171605,"score_gpt":0.34631357547856356,"score_spread":0.330374172397392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074163786","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":[0.05040705,0.026180783,0.0011818218,0.08999225,0.0012788146,0.000063178355,0.000063205654,0.00002116902,0.83081174],"genre_scores_gemma":[0.7669893,0.014574703,0.0012754257,0.027704608,0.0011511769,0.00011629512,0.00004269304,0.000021240465,0.18812458],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961676,0.0016237912,0.0000902107,0.00030596132,0.0007473785,0.0010649422],"domain_scores_gemma":[0.9987264,0.00051399897,0.00015390615,0.000117727766,0.0001831149,0.0003047839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029018288,0.00020392025,0.00029778268,0.0008234564,0.009742221,0.003687378,0.00066989486,0.003407969,0.0065790014],"category_scores_gemma":[0.0029629613,0.00014658859,0.00020194353,0.00092120847,0.0215835,0.0033889457,0.0052539296,0.0039447867,0.0005619989],"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":[0.0000035669498,0.000018734967,0.00039293632,0.000049836708,0.0000025191007,0.00019554165,0.03458288,0.000045773406,0.000091015136,0.9461624,0.008334975,0.010119754],"study_design_scores_gemma":[0.000008338146,0.000048647227,0.005123306,0.000564244,0.0000061776914,0.0003882166,0.027008075,0.000111227346,0.0001475486,0.25312746,0.71343666,0.000030112733],"about_ca_topic_score_codex":0.048043005,"about_ca_topic_score_gemma":0.04736734,"teacher_disagreement_score":0.048043005,"about_ca_system_score_codex":0.0041895304,"about_ca_system_score_gemma":0.006206619,"threshold_uncertainty_score":0.095526755},"labels":[],"label_agreement":null},{"id":"W2116671108","doi":"10.5130/ccs.v5i2.3117","title":"Two Sets of Business Cards: Responses of Chinese Immigrant Women Entrepreneurs in Canada and Australia to Sexism and Racism","year":2013,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Racism; Mainstream; Immigration; Gender studies; Women entrepreneurs; Sociology; White (mutation); Space (punctuation); Political science; Entrepreneurship","score_opus":0.0184795496683633,"score_gpt":0.32136865073383464,"score_spread":0.30288910106547134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116671108","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":[0.9972146,0.00008473053,0.000048292783,0.00057479553,0.000019115918,0.00002707652,0.000021790836,0.0000026353928,0.0020069033],"genre_scores_gemma":[0.99375314,0.00031866154,0.00020413563,0.00070403283,0.0000133449075,0.000055840475,0.000042120864,0.000009508985,0.004899129],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972554,0.0011216276,0.00008940855,0.00016551866,0.0004804474,0.00088766724],"domain_scores_gemma":[0.9947573,0.0015181571,0.0007124626,0.00014584616,0.000864866,0.0020014253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028381879,0.00067156454,0.0006810663,0.0014397509,0.020568123,0.004715707,0.0011360488,0.0018261098,0.0022502493],"category_scores_gemma":[0.0065223416,0.00053933,0.00030540308,0.0018175764,0.007244891,0.0014771437,0.0076654684,0.0032190399,0.0002200398],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004735668,0.0000305403,0.0144597795,0.000026042933,0.0000036934762,0.0005477609,0.9805705,0.000013154325,0.0004982818,0.00024431557,0.00046098148,0.0030976885],"study_design_scores_gemma":[0.0000012877354,0.000016755841,0.007795375,0.000020292982,0.0000023046566,0.000046371566,0.99014086,0.000025515152,0.00005758456,0.000026873966,0.0018560456,0.000010752831],"about_ca_topic_score_codex":0.7002285,"about_ca_topic_score_gemma":0.85477936,"teacher_disagreement_score":0.2997715,"about_ca_system_score_codex":0.01368859,"about_ca_system_score_gemma":0.015200943,"threshold_uncertainty_score":0.6030738},"labels":[],"label_agreement":null},{"id":"W2557343951","doi":"10.5130/ccs.v8i3.5143","title":"ETHNOCRACY: Exploring and Extending the Concept","year":2016,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; University of Technology Sydney; Queen's University; McKnight Foundation","keywords":"Ethnic group; Democracy; Politics; Geographer; Power (physics); Sociology; Character (mathematics); State (computer science); Government (linguistics); Political economy; Political science; Epistemology; Law; Linguistics; Geography; Computer science; Mathematics; Philosophy","score_opus":0.07536078776542014,"score_gpt":0.3583565722077563,"score_spread":0.28299578444233614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557343951","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":[0.14904654,0.06590122,0.07170031,0.0965304,0.0015849534,0.00021081802,0.00014242274,0.000074499345,0.6148088],"genre_scores_gemma":[0.9609884,0.01139106,0.012353703,0.005057187,0.0008424406,0.00014284367,0.0000535048,0.0000671623,0.009103748],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9911863,0.00660368,0.00016891948,0.0006660928,0.00071024493,0.0006646685],"domain_scores_gemma":[0.9866963,0.01011187,0.0007967304,0.00096205133,0.0007712078,0.00066170114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010496453,0.00077495625,0.00066746713,0.0047830264,0.0062808986,0.01047467,0.0023011216,0.0035578082,0.003908733],"category_scores_gemma":[0.007819647,0.0003390323,0.0006895265,0.0037863564,0.08077223,0.019630399,0.010523807,0.005488793,0.0003709352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062794043,0.000015091488,0.0007667534,0.00005533578,0.0000042254283,0.000106161286,0.02557515,0.0001032631,0.000047194222,0.9674397,0.00045881775,0.005421878],"study_design_scores_gemma":[0.000014694283,0.000030032477,0.0016458434,0.0005273941,0.0000084524645,0.00023913458,0.04132809,0.00064697064,0.00013484665,0.8680662,0.08733753,0.00002085907],"about_ca_topic_score_codex":0.0076873605,"about_ca_topic_score_gemma":0.0077981893,"teacher_disagreement_score":0.010496453,"about_ca_system_score_codex":0.006877303,"about_ca_system_score_gemma":0.005333617,"threshold_uncertainty_score":0.055511236},"labels":[],"label_agreement":null},{"id":"W2768739725","doi":"10.5130/ccs.v9i3.5506","title":"The onward migration of North Korean refugees to Australia: in search of cosmopolitan habitus","year":2017,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Korean Peninsula Historical and Political Studies","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Australian Research Council; Korean Educational Development Institute","keywords":"Habitus; Refugee; Ethnic group; Identity (music); Gender studies; Migration studies; Geography; Immigration; Political science; Sociology; Ethnology; Ethnography; Anthropology","score_opus":0.051964470046357465,"score_gpt":0.39981010855944354,"score_spread":0.3478456385130861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768739725","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":[0.9983714,0.0001218403,0.000034270477,0.00026717823,0.0000069834564,0.000003596593,0.00000427093,5.792114e-7,0.001189786],"genre_scores_gemma":[0.99859923,0.00024233545,0.000058356964,0.00011777228,0.0000022715622,0.000004485686,0.000008566902,0.0000013525237,0.00096569763],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9996511,0.00015278919,0.000017149667,0.00003316864,0.00003774264,0.00010807165],"domain_scores_gemma":[0.99942774,0.000093549505,0.00019129342,0.000031578937,0.00007684451,0.00017891367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006431178,0.00021381577,0.00020982006,0.0003243474,0.002645885,0.0015796556,0.00033934577,0.00042281955,0.0019696644],"category_scores_gemma":[0.0014002488,0.00017078986,0.00012818273,0.0003764695,0.0020116628,0.0014620362,0.0026621986,0.0012204243,0.00015028943],"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":[0.00007741829,0.00009691094,0.19578305,0.00012484858,0.000018957628,0.0031883833,0.78137654,0.000047398116,0.0014843255,0.0030325972,0.0013429985,0.013426502],"study_design_scores_gemma":[0.0000024704332,0.00004625417,0.08896252,0.00009139,0.0000068013055,0.00055577094,0.9058357,0.000065714295,0.00007404143,0.0002271769,0.0041193096,0.0000128700185],"about_ca_topic_score_codex":0.019396013,"about_ca_topic_score_gemma":0.053788323,"teacher_disagreement_score":0.019396013,"about_ca_system_score_codex":0.0008247454,"about_ca_system_score_gemma":0.00141907,"threshold_uncertainty_score":0.03856623},"labels":[],"label_agreement":null},{"id":"W3014299180","doi":"10.5130/ccs.v11.i2.6765","title":"Resisting the Far-Right: Indigenous Perspectives, Community Arts and Story-Based Strategy","year":2020,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Indigenous; Rhetoric; Politics; Sustenance; Conversation; Sociology; Refugee; The arts; Political science; Immigration; Aesthetics; Media studies; Gender studies; Environmental ethics; Law","score_opus":0.4092551096285719,"score_gpt":0.5589076211840308,"score_spread":0.1496525115554589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014299180","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":[0.6150431,0.007872812,0.014139529,0.040879566,0.0009164345,0.00024877288,0.000064311476,0.000094358635,0.32074106],"genre_scores_gemma":[0.9854511,0.0012961244,0.001660599,0.0009893937,0.000078531484,0.00008408374,0.000012318283,0.0000323525,0.0103955],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98147625,0.015470244,0.00021365564,0.0005388264,0.0010315827,0.001269462],"domain_scores_gemma":[0.98762125,0.009232025,0.00072180794,0.0006223382,0.0005797515,0.001222816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014524074,0.00083127274,0.0004765563,0.0026003455,0.022097347,0.015915612,0.0025366382,0.003831273,0.0051872195],"category_scores_gemma":[0.013947321,0.00043051358,0.0003557081,0.0013305558,0.059466586,0.010178224,0.01379061,0.0052230656,0.00039323827],"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":[0.0000061244505,0.000009535246,0.00019050427,0.00004137765,0.0000026505481,0.0002078597,0.96672606,0.000023305958,0.00007552196,0.030376323,0.000347872,0.0019928352],"study_design_scores_gemma":[0.0000028669547,0.000015000466,0.0002468603,0.00013284133,0.000005628621,0.00020258281,0.95934963,0.000075207114,0.00013908051,0.0077947495,0.032026947,0.0000086461005],"about_ca_topic_score_codex":0.024388263,"about_ca_topic_score_gemma":0.03350325,"teacher_disagreement_score":0.024388263,"about_ca_system_score_codex":0.007235616,"about_ca_system_score_gemma":0.0056876056,"threshold_uncertainty_score":0.07681155},"labels":[],"label_agreement":null},{"id":"W3039203461","doi":"10.5130/ccs.v12.i1.6835","title":"A Tale of Two Cities: Framing urban diversity as content curation in super-diverse London and Toronto","year":2020,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"Framing (construction); Cognitive reframing; Diversity (politics); Corporate governance; Public policy; Globalization; Political science; Sociology; Public administration; Public relations; Geography; Management; Economics","score_opus":0.10747306304267959,"score_gpt":0.34272215558631364,"score_spread":0.23524909254363405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039203461","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":[0.72445494,0.010371222,0.006763973,0.052311167,0.0003154442,0.0001628749,0.0003890757,0.000079989186,0.20515122],"genre_scores_gemma":[0.98953575,0.0010674756,0.00070650026,0.0008115653,0.000025190466,0.00005390036,0.000049193422,0.000039468432,0.0077109076],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9888759,0.0075599086,0.00022338236,0.00068012706,0.0011231712,0.001537486],"domain_scores_gemma":[0.99067736,0.005080565,0.00090126554,0.00069742114,0.0010511308,0.0015922103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005195984,0.0007519879,0.00048494613,0.003648801,0.027150996,0.016226893,0.0015000548,0.0026926307,0.0031456368],"category_scores_gemma":[0.007499549,0.0005506208,0.0004397308,0.0062227845,0.066396065,0.008446522,0.010685654,0.002990842,0.0002007837],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005612202,0.0000068975296,0.0040897136,0.0001503712,0.000014149641,0.00083788286,0.8086569,0.0003485203,0.00037547096,0.17828886,0.0030621795,0.004112965],"study_design_scores_gemma":[0.000013797059,0.000019957972,0.008731649,0.00030858582,0.00003328177,0.00015710141,0.84806955,0.00029950766,0.00048269055,0.014061947,0.12776889,0.00005314006],"about_ca_topic_score_codex":0.81758505,"about_ca_topic_score_gemma":0.9026451,"teacher_disagreement_score":0.18241495,"about_ca_system_score_codex":0.13949196,"about_ca_system_score_gemma":0.036368392,"threshold_uncertainty_score":0.9980674},"labels":[],"label_agreement":null},{"id":"W4393341729","doi":"10.5130/ccs.v15.i3.8777","title":"Cosmopolitan Paradox? The Labour Market Experiences of Newcomer Skilled Workers","year":2024,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"Biomedical Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Labour economics; Business; Economics","score_opus":0.01725383411365883,"score_gpt":0.34629193896789107,"score_spread":0.32903810485423224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393341729","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":[0.97326523,0.0007306721,0.0002508376,0.006730917,0.00010102073,0.000020332334,0.000030637235,0.000008783593,0.018861534],"genre_scores_gemma":[0.996387,0.0002995086,0.00006967653,0.00059439836,0.000012713457,0.000007527691,0.0000095820615,0.000007723142,0.0026119382],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99753773,0.00092128204,0.000038315648,0.00017351813,0.0003805016,0.0009486562],"domain_scores_gemma":[0.99760485,0.0007657093,0.0002466109,0.00011339044,0.00034908,0.0009202981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027479853,0.0003308131,0.0006463428,0.000927838,0.031730343,0.009243828,0.0015213998,0.0017050698,0.004017608],"category_scores_gemma":[0.003684354,0.00032149293,0.00031746583,0.0013478218,0.027169146,0.003849241,0.0065222983,0.004009204,0.00021614821],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016720162,0.000011199294,0.0021179912,0.000020080197,0.000002540255,0.00043211752,0.9917094,0.000014052342,0.00015002176,0.0029317162,0.0008891841,0.0017049646],"study_design_scores_gemma":[0.0000016740503,0.000005556436,0.0013404414,0.00002590493,0.0000019975928,0.00008446289,0.99234843,0.000014396692,0.000025130845,0.00019172831,0.0059522474,0.000008099252],"about_ca_topic_score_codex":0.7423397,"about_ca_topic_score_gemma":0.8420365,"teacher_disagreement_score":0.7423397,"about_ca_system_score_codex":0.017648729,"about_ca_system_score_gemma":0.024209125,"threshold_uncertainty_score":0.5183555},"labels":[],"label_agreement":null},{"id":"W4408973109","doi":"10.5130/ccs.v17.i1.9398","title":"Commentary: Enhancing Immigration Policy Through Research","year":2025,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Immigration policy; Political science; Public administration; Sociology; Political economy; Law","score_opus":0.07301678836096952,"score_gpt":0.54085456937424,"score_spread":0.4678377810132705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408973109","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007035201,0.0017738809,0.000051859184,0.9464715,0.050278667,0.0000081098515,0.00003438133,0.00001301745,0.0012982793],"genre_scores_gemma":[0.0013669899,0.0011409725,0.00014086589,0.96479213,0.030329805,0.000034743738,0.000014192732,0.0000287312,0.0021515484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9709698,0.011244207,0.0024369364,0.0038298045,0.009098544,0.0024207293],"domain_scores_gemma":[0.88753676,0.08079955,0.0035816177,0.0026743289,0.02011916,0.0052886107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021231374,0.0018779024,0.0027690611,0.0025726783,0.01716541,0.009745335,0.011299442,0.1089095,0.009002514],"category_scores_gemma":[0.13944407,0.0012886181,0.0027874785,0.0039257538,0.016410973,0.013170091,0.0059676925,0.08842368,0.006979053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022884064,0.000006409061,0.00003623968,0.00015336076,0.000007581327,0.00012925827,0.00041241865,0.000030785977,0.000042991014,0.003980913,0.9931015,0.0020757618],"study_design_scores_gemma":[0.000046886504,0.000028941195,0.00026365297,0.0014987449,0.000030381874,0.00022802645,0.0013767632,0.0001567255,0.0001870366,0.008644943,0.9874795,0.000058364105],"about_ca_topic_score_codex":0.048244223,"about_ca_topic_score_gemma":0.042005103,"teacher_disagreement_score":0.1089095,"about_ca_system_score_codex":0.01739722,"about_ca_system_score_gemma":0.032094847,"threshold_uncertainty_score":0.12622625},"labels":[],"label_agreement":null},{"id":"W4412766368","doi":"10.5130/ccs.v17.i2.9602","title":"First Nations People and Energy Transition: How to Increase Employment in Clean Energy","year":2025,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Melbourne","keywords":"Clean energy; Energy (signal processing); Energy transition; Transition (genetics); Business; Political science; Natural resource economics; Economic system; Environmental protection; Environmental science; Economics; Chemistry; Mathematics","score_opus":0.011637966798418282,"score_gpt":0.3010267992263829,"score_spread":0.28938883242796465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412766368","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":[0.42608795,0.010926666,0.004120666,0.42452565,0.0022961465,0.00034374255,0.00017397875,0.00019577473,0.13132946],"genre_scores_gemma":[0.95558393,0.005044902,0.004627205,0.021481084,0.00033957863,0.00032342016,0.00008390304,0.000027647291,0.01248826],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99752647,0.0011869133,0.000048697402,0.00008723893,0.00025336372,0.0008971895],"domain_scores_gemma":[0.9973507,0.00047172938,0.00020323745,0.00008660191,0.000248841,0.0016388821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003286938,0.00028538294,0.00030444635,0.00071343867,0.002800264,0.0033821226,0.00079769664,0.0025583422,0.015810717],"category_scores_gemma":[0.0059643444,0.0001392583,0.00059682404,0.00060458056,0.0020920169,0.0038742977,0.0055658906,0.0024486668,0.0013438227],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029491275,0.0026088024,0.07959663,0.0021861438,0.00012977455,0.0012884443,0.048819344,0.0010463656,0.0029921907,0.07604905,0.081820466,0.703168],"study_design_scores_gemma":[0.00014334163,0.0015190768,0.26720548,0.0048527056,0.0000953849,0.000595251,0.17810668,0.0014816093,0.0016182706,0.044331666,0.4999064,0.0001441499],"about_ca_topic_score_codex":0.008464996,"about_ca_topic_score_gemma":0.018331727,"teacher_disagreement_score":0.991535,"about_ca_system_score_codex":0.0015110881,"about_ca_system_score_gemma":0.007976187,"threshold_uncertainty_score":0.05289215},"labels":[],"label_agreement":null},{"id":"W4412766441","doi":"10.5130/ccs.v17.i2.9603","title":"Advancing Energy Sovereignty and Economic Prosperity for First Nations through Green Energy Statecraft","year":2025,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prosperity; Sovereignty; Energy (signal processing); Political science; Political economy; Economy; Economic system; Law; Economics; Politics; Physics","score_opus":0.014990866891476105,"score_gpt":0.3427874017671199,"score_spread":0.3277965348756438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412766441","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":[0.19089194,0.001912116,0.03985625,0.038145605,0.00025889857,0.00011878894,0.00003881681,0.00007959422,0.7286981],"genre_scores_gemma":[0.9787596,0.0004948814,0.0045917584,0.0012551578,0.000026627635,0.00004032284,0.000012344079,0.000013300447,0.014805933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99846774,0.000655488,0.0000421258,0.00015974222,0.0002453946,0.000429455],"domain_scores_gemma":[0.99873954,0.000352768,0.00018534671,0.00023571373,0.00017991046,0.00030672143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003137373,0.00018343356,0.00022815313,0.00041893285,0.0044559715,0.005483847,0.00046611883,0.0020251183,0.003430605],"category_scores_gemma":[0.0031852017,0.00015669447,0.00029564914,0.00041235154,0.016050054,0.0054539335,0.0062305946,0.003458286,0.00024280213],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039463544,0.00001264353,0.00065595424,0.000019440002,0.0000029742234,0.00006611683,0.004377526,0.00041305608,0.00023933865,0.98612136,0.0009373124,0.00715038],"study_design_scores_gemma":[0.000008069208,0.000050159528,0.0042322064,0.00029674202,0.000010168131,0.00016933524,0.009663461,0.0017617377,0.00080214307,0.7937917,0.18918338,0.000030969863],"about_ca_topic_score_codex":0.01345518,"about_ca_topic_score_gemma":0.03596942,"teacher_disagreement_score":0.98654485,"about_ca_system_score_codex":0.0035785744,"about_ca_system_score_gemma":0.006926262,"threshold_uncertainty_score":0.026753724},"labels":[],"label_agreement":null},{"id":"W4412766449","doi":"10.5130/ccs.v17.i2.9584","title":"First Nations Litigants Challenge the Hubris of Australian Gas Companies","year":2025,"lang":"en","type":"article","venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal","topic":"Corporate Law and Human Rights","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hubris; Political science; Business; Philosophy; Theology","score_opus":0.02899611748247271,"score_gpt":0.2905318946102135,"score_spread":0.2615357771277408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412766449","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":[0.3495457,0.0053809867,0.0034115752,0.16905645,0.0013246173,0.00010823368,0.00005755828,0.000075721444,0.4710391],"genre_scores_gemma":[0.86798376,0.001684095,0.0012997957,0.065408215,0.00039781333,0.00004604448,0.000030134366,0.000025801359,0.06312441],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9924345,0.0015873497,0.00024957384,0.00054758973,0.0034868633,0.0016940752],"domain_scores_gemma":[0.9904327,0.0058423565,0.00066472334,0.00051419064,0.001369672,0.0011763365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007706714,0.0003072359,0.00037349178,0.0010727522,0.016119601,0.00935327,0.0014979058,0.014808076,0.0038399822],"category_scores_gemma":[0.016492747,0.00045805518,0.0008164202,0.0008939438,0.0084169125,0.0039049215,0.006340042,0.014925904,0.00052926276],"study_design_candidate":"qualitative","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":[0.000052415584,0.0001221594,0.010518338,0.00018100587,0.00007202258,0.008262341,0.066872396,0.0006198337,0.0033063742,0.7673378,0.10505596,0.03759937],"study_design_scores_gemma":[0.000040086397,0.00017507549,0.028601775,0.00066090195,0.000115766394,0.0028730908,0.046397693,0.0022974678,0.0044120066,0.066319294,0.8479464,0.00016054389],"about_ca_topic_score_codex":0.04665974,"about_ca_topic_score_gemma":0.0888021,"teacher_disagreement_score":0.04665974,"about_ca_system_score_codex":0.004755089,"about_ca_system_score_gemma":0.006522897,"threshold_uncertainty_score":0.0927763},"labels":[],"label_agreement":null}]}