{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":13,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":13,"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":"3c2e376a091c","filters":{"venue":"Cosmopolitan Civil Societies An Interdisciplinary Journal"}},"results":[{"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"James T. Anderson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07536078776542014,"gpt":0.3583565722077563,"spread":0.2829957844423361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001324782,0.0001972326,0.0002311894,0.00005781553,0.005675762,0.0003513134,0.0004270478,0.00007822613,0.0001112532],"category_scores_gemma":[0.0001285269,0.0001105909,0.0001759894,0.0001239064,0.001996674,0.001253856,0.0006564461,0.0003408234,0.00001353846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003073686,"about_ca_system_score_gemma":0.00009730983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003068348,"about_ca_topic_score_gemma":0.0004100056,"domain_scores_codex":[0.997895,0.000361119,0.0003338124,0.0002656925,0.0004444859,0.0006999006],"domain_scores_gemma":[0.9987608,0.0003578924,0.0001804752,0.0002137758,0.0001578404,0.0003292127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007092488,0.0001477252,0.04873358,0.00002376048,0.000323406,0.0001297938,0.390048,0.000001129365,0.0004925093,0.1869628,0.07209048,0.3009759],"study_design_scores_gemma":[0.0003767957,0.0002199328,0.007217294,0.0002584018,0.00003714577,0.000153596,0.6634752,0.000002574976,0.00004494451,0.3118489,0.01606896,0.0002962806],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9010979,0.02387251,0.001547304,0.03259994,0.003523417,0.0002664381,0.00002044038,0.0001533553,0.03691871],"genre_scores_gemma":[0.9893368,0.002754119,0.00007672714,0.0002592268,0.001977107,0.00002207775,4.058102e-7,0.00002419468,0.005549264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3006796,"threshold_uncertainty_score":0.9956187,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Bronwen Dalton","is_ca":false},{"name":"Jacqueline Willis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05196447004635747,"gpt":0.3998101085594435,"spread":0.3478456385130861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001732621,0.0002196133,0.0004796913,0.0001082993,0.005032574,0.0002388389,0.001236898,0.000120533,0.00006055719],"category_scores_gemma":[0.0004089132,0.0001614731,0.000320454,0.0001952186,0.002854123,0.0003867454,0.0006813849,0.0005436874,0.000008902453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009166632,"about_ca_system_score_gemma":0.0002169877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003415859,"about_ca_topic_score_gemma":0.06093815,"domain_scores_codex":[0.9968007,0.0004105855,0.0008290886,0.0002674866,0.0008395715,0.0008525853],"domain_scores_gemma":[0.9977207,0.0003280144,0.0004176935,0.0005317975,0.0005082954,0.0004934653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004661268,0.0007896876,0.4960253,0.0001406815,0.0002171997,0.00006510096,0.1353354,0.00002879346,0.0001106711,0.1063611,0.2559657,0.004494176],"study_design_scores_gemma":[0.0004565718,0.001186681,0.712082,0.0002599954,0.00004476116,0.00001674756,0.054852,0.00001568424,0.0001659566,0.2127073,0.01782873,0.0003835859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682083,0.0003930599,0.00002369423,0.009182908,0.000704422,0.0002523554,0.00006062938,0.00001694831,0.02115764],"genre_scores_gemma":[0.9923069,0.0002787499,0.0001267008,0.00005191003,0.0005939667,0.00001153405,0.00000339355,0.00001714211,0.006609676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.238137,"threshold_uncertainty_score":0.9998595,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Frances Chiang","is_ca":true},{"name":"Angeline Low","is_ca":false},{"name":"Jock Collins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0184795496683633,"gpt":0.3213686507338346,"spread":0.3028891010654713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008747379,0.0001730388,0.0004075916,0.0001408356,0.0004305493,0.0000887433,0.0002274771,0.00006580599,0.0002834981],"category_scores_gemma":[0.00009908163,0.0001541389,0.00005836625,0.0002543269,0.0004116808,0.0005336477,0.0002294436,0.00020071,7.696269e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006060782,"about_ca_system_score_gemma":0.0006498446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6703847,"about_ca_topic_score_gemma":0.9279088,"domain_scores_codex":[0.9981765,0.0002890841,0.0005676716,0.0002289423,0.0002915635,0.0004462553],"domain_scores_gemma":[0.9987751,0.0001636594,0.0002492675,0.0001681389,0.0002642412,0.0003795518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008777768,0.00006518349,0.587949,0.00007566045,0.00004500736,0.00001328896,0.403502,0.00006041111,0.0003336288,0.0001207342,0.007180616,0.0005666232],"study_design_scores_gemma":[0.0002990142,0.0001057675,0.7136242,0.00007754994,0.000006844696,0.00003137409,0.2508963,0.00002762469,0.0000254695,0.03470792,0.00003993074,0.0001580283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974512,0.0003425151,0.000008428254,0.001226448,0.0002856829,0.0002224317,0.00004025482,0.000005834089,0.0004171669],"genre_scores_gemma":[0.9986588,0.0002243472,0.00007613927,0.00007123871,0.0001191671,0.00001721167,0.000002091834,0.00001107996,0.0008198947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2575241,"threshold_uncertainty_score":0.6285601,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Mike Raco","is_ca":false},{"name":"Tuna Taşan‐Kok","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1074730630426796,"gpt":0.3427221555863136,"spread":0.235249092543634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008708374,0.0001606767,0.0003159975,0.00004449929,0.002077987,0.000138979,0.0003581303,0.0001175858,0.0006099423],"category_scores_gemma":[0.00007704417,0.0001711833,0.0001794881,0.0001243739,0.0006913029,0.00207163,0.00113989,0.000339285,0.000003602134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006678423,"about_ca_system_score_gemma":0.0001566334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005790809,"about_ca_topic_score_gemma":0.008626205,"domain_scores_codex":[0.9980462,0.0004021375,0.0003772397,0.000266012,0.0005222133,0.0003862153],"domain_scores_gemma":[0.999,0.00007949289,0.0002114014,0.0001146766,0.0002055845,0.0003889021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001451699,0.0001492964,0.134788,0.00006765125,0.00005570734,0.00004222587,0.8461866,0.000009622699,0.0001895635,0.00764466,0.01040456,0.000316935],"study_design_scores_gemma":[0.0008620521,0.0005728788,0.009719726,0.00007604572,0.00003522425,0.00001205667,0.9647377,0.000174235,0.00004095037,0.0231709,0.0003787114,0.0002194824],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854313,0.0008892664,0.0003408658,0.002111204,0.0003541206,0.0001785855,0.00003662219,0.00002907853,0.01062898],"genre_scores_gemma":[0.9984652,0.0004045906,0.00009475815,0.0003769592,0.0003133594,0.000001286526,0.000006389723,0.000007696332,0.0003297994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1250683,"threshold_uncertainty_score":0.9992211,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Garth Nettheim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01593940308117161,"gpt":0.3463135754785636,"spread":0.330374172397392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001410797,0.0002650001,0.0003329203,0.0001849185,0.05481562,0.0005146898,0.0004636978,0.000252349,0.0003067693],"category_scores_gemma":[0.000002970295,0.0002188574,0.0001880894,0.0002051906,0.0007993717,0.0008930591,0.00001273704,0.0006035814,0.00001477668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007563938,"about_ca_system_score_gemma":0.002721978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00417331,"about_ca_topic_score_gemma":0.3863344,"domain_scores_codex":[0.9970754,0.0004523243,0.0005464975,0.0003493791,0.0005514838,0.001024965],"domain_scores_gemma":[0.9983317,0.00008120971,0.0002948231,0.0002665969,0.0002862702,0.0007393744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001153533,0.0003139483,0.0005239609,0.00002043996,0.00002736053,0.00003412964,0.9036549,8.709633e-7,0.00000552345,0.08642634,0.008841559,0.0001394564],"study_design_scores_gemma":[0.0003326633,0.00114984,0.01312519,0.0001313487,0.00004417615,0.0003670842,0.2383171,0.00000254101,0.00001943569,0.6625119,0.08348904,0.0005096177],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8387689,0.001077652,0.00003646685,0.0009789608,0.0009182412,0.0002926091,0.000007134928,0.00009399992,0.157826],"genre_scores_gemma":[0.9797758,0.001098426,0.0002321972,0.0001273508,0.002761892,0.000001621785,0.00001108268,0.00002092534,0.01597069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6653378,"threshold_uncertainty_score":0.9464149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Icon; Globe; Embodied cognition; Aesthetics; Sociology; Common sense; Media studies; Art; Epistemology; Psychology; Philosophy","authors":[{"name":"Michael Olsson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08941713865729625,"gpt":0.3479330719578066,"spread":0.2585159333005104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003484098,0.0002632141,0.0004232402,0.00009140394,0.002041836,0.0004227406,0.0002471728,0.00006116657,0.001282021],"category_scores_gemma":[0.00001202576,0.0001872833,0.0004143319,0.00003921359,0.001029907,0.001457521,0.0002546217,0.0002777771,0.00001796673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000962226,"about_ca_system_score_gemma":0.00007066156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003431286,"about_ca_topic_score_gemma":0.0001990477,"domain_scores_codex":[0.9983916,0.00006806374,0.0006135072,0.0002212238,0.0002449276,0.0004607124],"domain_scores_gemma":[0.998686,0.0001091879,0.0003726366,0.0001848809,0.0005310947,0.0001162151],"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":[0.0001180573,0.0001450095,0.0009034682,0.0001992656,0.0002526314,0.00001011865,0.359688,0.000003844369,0.0001811947,0.01722176,0.6197157,0.001560936],"study_design_scores_gemma":[0.0006405225,0.001832526,0.0008263749,0.0004535617,0.00005909503,0.0001828203,0.8234429,0.0002928602,0.00009437603,0.1410966,0.03059736,0.0004810076],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8362774,0.002830562,0.00006787073,0.002484944,0.002101352,0.0004651505,0.0001214608,0.0000734104,0.1555779],"genre_scores_gemma":[0.992242,0.0000861646,0.0001470308,0.0002497986,0.001973551,0.00004494443,0.00001245232,0.00002756599,0.005216497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5891183,"threshold_uncertainty_score":0.9996309,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Tracey Dowdeswell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.118088085140662,"gpt":0.3789462383554866,"spread":0.2608581532148246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001933663,0.0004481786,0.0006003598,0.0003245908,0.002989714,0.0004210834,0.0007232467,0.0004029883,0.0005336562],"category_scores_gemma":[0.0000780926,0.0004475062,0.0003038631,0.0004670132,0.002488324,0.001844893,0.0005909817,0.001211842,0.00002845955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001846767,"about_ca_system_score_gemma":0.0003553016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001475117,"about_ca_topic_score_gemma":0.017651,"domain_scores_codex":[0.9957045,0.0006573416,0.0008581716,0.0005688447,0.0007730952,0.00143809],"domain_scores_gemma":[0.9979063,0.000105312,0.0003717122,0.0004063606,0.0002933054,0.0009169959],"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":[0.0003690854,0.001469745,0.04135473,0.0001313617,0.0001818465,0.0005141807,0.3979135,0.000004357566,0.00009074164,0.4680249,0.08791879,0.002026787],"study_design_scores_gemma":[0.000544011,0.0004388946,0.01561033,0.0001100377,0.0000342357,0.0002728536,0.310665,0.000170353,0.000008916416,0.6688821,0.002779847,0.0004835272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8535281,0.0007891258,0.000231673,0.002437538,0.001468743,0.0003848251,0.00006041501,0.0001550973,0.1409444],"genre_scores_gemma":[0.9951483,0.001090033,0.0006637173,0.000630466,0.0005724101,0.00001507649,0.00002122745,0.00005433535,0.001804419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2008572,"threshold_uncertainty_score":0.9997976,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Christina Gabriel","is_ca":true},{"name":"Luisa Veronis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01725383411365883,"gpt":0.3462919389678911,"spread":0.3290381048542322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002444615,0.0002918907,0.0003731654,0.0001641605,0.002663224,0.0007958696,0.00094639,0.0001925303,0.004478503],"category_scores_gemma":[0.00009936756,0.0002038283,0.0005010198,0.0007489548,0.002040761,0.0008428352,0.0002949887,0.0007328339,0.00001576775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005418336,"about_ca_system_score_gemma":0.0006239995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001017242,"about_ca_topic_score_gemma":0.001168819,"domain_scores_codex":[0.996441,0.0007849909,0.0007592853,0.0003527653,0.0009207704,0.0007411642],"domain_scores_gemma":[0.9982324,0.000419672,0.0002681989,0.0003843664,0.0002924241,0.000402918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004382107,0.00009505141,0.0007732952,0.00003974367,0.0001171571,0.00003370916,0.5539258,0.00001451544,0.00001342292,0.03755961,0.4066354,0.0007484975],"study_design_scores_gemma":[0.000147477,0.0001756398,0.0006983132,0.0001990675,0.00003951025,0.00006878552,0.8410166,0.0007905282,0.000008594954,0.12976,0.02683796,0.0002575082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9046082,0.004554763,0.0005845122,0.01017902,0.003960133,0.0003238806,0.000043828,0.0001525153,0.07559314],"genre_scores_gemma":[0.9569955,0.0009055526,0.0001790948,0.0003373294,0.001065559,0.00003543726,0.000005870698,0.00003878743,0.04043683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3797974,"threshold_uncertainty_score":0.9986352,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Immigration policy; Political science; Public administration; Sociology; Political economy; Law","authors":[{"name":"Howard Duncan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07301678836096952,"gpt":0.54085456937424,"spread":0.4678377810132705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004420775,0.0003605622,0.0005630645,0.0004574465,0.01322216,0.0001548551,0.0008092888,0.0004336449,0.0008747433],"category_scores_gemma":[0.0002033041,0.000327411,0.0002727406,0.001225042,0.0006213515,0.001011745,0.001767792,0.003734666,0.000130638],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005605157,"about_ca_system_score_gemma":0.001494107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000867565,"about_ca_topic_score_gemma":0.002580936,"domain_scores_codex":[0.9923534,0.002705612,0.001514897,0.0005162212,0.0008504187,0.00205945],"domain_scores_gemma":[0.9963935,0.0009738184,0.000408424,0.0007209672,0.001046071,0.0004571881],"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":[0.0001543465,0.0001711029,0.005714522,0.0002981506,0.00007251496,0.00002372759,0.05513068,0.00000744117,0.00016418,0.02187288,0.9156863,0.0007041576],"study_design_scores_gemma":[0.0006221507,0.0004951179,0.00178605,0.002289348,0.00002321603,0.0000333934,0.3986772,0.00009964384,0.00008089426,0.5094607,0.08619341,0.0002388102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.498486,0.004645634,0.003502753,0.2491369,0.006112785,0.001671214,0.00006332577,0.0003270695,0.2360544],"genre_scores_gemma":[0.9532816,0.001107909,0.001093752,0.01849398,0.004108551,0.0001518968,0.00006607015,0.00007044372,0.02162582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8294929,"threshold_uncertainty_score":0.9999178,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Chris Briggs","is_ca":false},{"name":"Michelle Tjondro","is_ca":false},{"name":"Rusty Langdon","is_ca":false},{"name":"Sarah Niklas","is_ca":false},{"name":"Michael Frangos","is_ca":false},{"name":"Elianor Gerrard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01163796679841828,"gpt":0.3010267992263829,"spread":0.2893888324279646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007261847,0.0002698236,0.0003869825,0.0005109666,0.004468431,0.0005896696,0.0004981954,0.0002099434,0.0002184422],"category_scores_gemma":[0.0001389042,0.0002935412,0.0002113245,0.001169318,0.0004414385,0.0008395412,0.0003702919,0.0002664771,9.976225e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001409449,"about_ca_system_score_gemma":0.0004562242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007789447,"about_ca_topic_score_gemma":0.6490057,"domain_scores_codex":[0.9974974,0.0004040955,0.0004306917,0.000427253,0.0005184475,0.000722161],"domain_scores_gemma":[0.9985597,0.0003075695,0.0001385796,0.0002310693,0.000239947,0.0005232024],"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":[0.0002573266,0.0009136267,0.005215311,0.00008563096,0.0002446972,0.0001458818,0.1901033,0.001367974,0.00007108093,0.381814,0.3823754,0.0374058],"study_design_scores_gemma":[0.0009762401,0.0003985998,0.007407401,0.0005222114,0.000057449,0.00004296684,0.5922399,0.0003046833,0.00006876151,0.3141656,0.08313565,0.000680598],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.628939,0.003265437,0.02427339,0.1909979,0.003519893,0.0003526697,0.00006323199,0.0003091056,0.1482794],"genre_scores_gemma":[0.9859418,0.001455228,0.0003608175,0.001524168,0.0008481677,0.00007734525,0.00001085199,0.00002977615,0.009751826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6412162,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Chris Brown","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4092551096285719,"gpt":0.5589076211840308,"spread":0.1496525115554589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.009073976,0.0002612972,0.0003461884,0.00007774962,0.01989871,0.0007804268,0.0009696025,0.0001592308,0.0003042135],"category_scores_gemma":[0.001158576,0.0002027913,0.0002193923,0.0003633856,0.003073936,0.0006205927,0.0006080517,0.002735325,0.000008346158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008336111,"about_ca_system_score_gemma":0.001095115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001837002,"about_ca_topic_score_gemma":0.001221428,"domain_scores_codex":[0.9898622,0.007551896,0.000407354,0.0003124228,0.00090767,0.0009584523],"domain_scores_gemma":[0.9966993,0.001260403,0.0002787949,0.0003548278,0.0003883712,0.001018244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001733107,0.0003166197,0.002568078,0.00006807546,0.0001273553,0.0001269529,0.9586293,0.00007152666,0.0004549709,0.008151092,0.02642972,0.002883009],"study_design_scores_gemma":[0.0003374884,0.00114706,0.01142604,0.00006840024,0.00004264297,0.00003043821,0.9169112,0.0005079429,0.00005091991,0.06389974,0.005259435,0.0003186566],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596478,0.002895452,0.001821906,0.01959773,0.0002432831,0.0004014889,0.00002748849,0.0001249512,0.01523995],"genre_scores_gemma":[0.9974188,0.0001106778,0.0004606124,0.0007639431,0.0008334206,0.00001926092,0.000002737479,0.00003632083,0.0003541998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05574865,"threshold_uncertainty_score":0.9996392,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Prosperity; Sovereignty; Energy (signal processing); Political science; Political economy; Economy; Economic system; Law; Economics; Politics; Physics","authors":[{"name":"Adam Fish","is_ca":false},{"name":"Elizabeth Thurbon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01499086689147611,"gpt":0.3427874017671199,"spread":0.3277965348756438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007146536,0.0002384019,0.0003441035,0.0001200319,0.009843888,0.0002421485,0.0003250241,0.0001467256,0.0001929324],"category_scores_gemma":[0.00008811592,0.0002213649,0.0002434967,0.0001490608,0.001114344,0.0008267789,0.0005104355,0.0002068014,8.129081e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300548,"about_ca_system_score_gemma":0.0006144489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002530973,"about_ca_topic_score_gemma":0.08546196,"domain_scores_codex":[0.9980983,0.000164125,0.0004544809,0.0003568764,0.0002321889,0.0006939895],"domain_scores_gemma":[0.9987981,0.000389188,0.0002181811,0.0001890346,0.0001867918,0.0002186893],"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":[0.00004976429,0.00008885776,0.001742363,0.00006599816,0.0002189466,0.000003934735,0.03692568,0.00002548361,0.000001821438,0.7227756,0.2365867,0.00151489],"study_design_scores_gemma":[0.000406642,0.0001421502,0.0005848098,0.0001173081,0.00006245883,0.00001687966,0.0800785,0.0002915965,0.00001082589,0.7906235,0.1274329,0.0002324007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03316485,0.01058594,0.02566112,0.1367978,0.003785716,0.0009204616,0.0003932577,0.0002657489,0.7884251],"genre_scores_gemma":[0.9851723,0.003293055,0.0007308177,0.0008255831,0.001040174,0.00009734432,0.000009222597,0.00002403594,0.008807492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9520074,"threshold_uncertainty_score":0.9914452,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hubris; Political science; Business; Philosophy; Theology","authors":[{"name":"Lily O'Neill","is_ca":false},{"name":"Rebekkah Markey-Towler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02899611748247271,"gpt":0.2905318946102135,"spread":0.2615357771277408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004612145,0.0002558327,0.0003328094,0.000301727,0.003607024,0.0006061874,0.0007202004,0.00009420423,0.0006708766],"category_scores_gemma":[0.00001712759,0.0001818109,0.0003284506,0.0004044658,0.00060264,0.001101557,0.0006966226,0.000442003,0.00002843443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338527,"about_ca_system_score_gemma":0.00007207561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003960133,"about_ca_topic_score_gemma":0.003209626,"domain_scores_codex":[0.9983637,0.0000326202,0.0006108322,0.0002441135,0.0003302108,0.0004184827],"domain_scores_gemma":[0.9986003,0.0001195838,0.0004351724,0.0003844484,0.0004250383,0.00003543856],"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":[0.00006247854,0.0004522536,0.002522065,0.0005476431,0.0002419863,0.00003498633,0.004636236,0.00009358762,0.0000226163,0.6176535,0.3734252,0.0003073921],"study_design_scores_gemma":[0.0003846205,0.00007662013,0.009297136,0.0005229612,0.0001138075,0.00002688123,0.02416411,0.0004294413,0.00001639823,0.9278403,0.03688144,0.0002462692],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8141015,0.0007486696,0.0001580275,0.03645704,0.002125004,0.0003571759,0.00002371879,0.0001168823,0.145912],"genre_scores_gemma":[0.9910048,0.000103342,0.00003389121,0.0003359405,0.001340766,0.00001231796,0.00001602088,0.00002353726,0.007129436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3365438,"threshold_uncertainty_score":0.9976901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}