{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"e5bcbb900d7a","filters":{"venue":"korean policy sciences review"}},"results":[{"id":"W2936879909","doi":"","title":"A Comparative Analysis of Employment Assistance Measures for Immigrants in South Korea, Taiwan and Canada","year":2011,"lang":"en","type":"article","venue":"korean policy sciences review","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Demographic economics; Geography; Political science; Labour economics; Economics","authors":[{"name":"Hye Won Ko","is_ca":false},{"name":"SookYi Kim","is_ca":false},{"name":"Romee Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1071107695177684,"gpt":0.3647719698658564,"spread":0.257661200348088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001810077,0.0001120587,0.0005579439,0.0002389845,0.0003175079,0.00002417006,0.000329165,0.00002765363,0.00005253694],"category_scores_gemma":[0.0002774982,0.00009138201,0.00009663029,0.001559536,0.0006036076,0.0001723866,0.00002084206,0.00004034424,6.59783e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275304,"about_ca_system_score_gemma":0.001182555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9293158,"about_ca_topic_score_gemma":0.9973291,"domain_scores_codex":[0.9984519,0.0001984442,0.0004269534,0.0002887341,0.0003202725,0.0003136888],"domain_scores_gemma":[0.9992619,0.00008075815,0.0002721379,0.0001451604,0.0001108529,0.0001291702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001897761,0.0001103261,0.6272361,0.0004490183,0.0003088145,0.00000116398,0.2994814,0.00002268552,0.000008737418,0.0600786,0.004472077,0.007812108],"study_design_scores_gemma":[0.0005197366,0.0002017948,0.8895008,0.001372613,0.0008842237,6.459587e-7,0.04507272,0.0003548392,0.0001422908,0.004244791,0.05690997,0.0007955931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8689944,0.06033694,0.000285906,0.005282206,0.000155026,0.00257972,0.0003681821,0.00003248006,0.06196516],"genre_scores_gemma":[0.9943517,0.004409293,0.0003099497,0.0006366366,0.00003063558,0.00004639808,0.000003827634,0.000002190745,0.0002093255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2622647,"threshold_uncertainty_score":0.372645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901513371","doi":"","title":"Multiculturalism and Strategies for Social Integration: Canadian Experiences and Implications for Korea","year":2012,"lang":"en","type":"article","venue":"korean policy sciences review","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multiculturalism; Political science; Sociology","authors":[{"name":"Jinkyoung Park","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1189520142346465,"gpt":0.4525336839404866,"spread":0.33358166970584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000727464,0.0001181713,0.0001737181,0.0000702952,0.002310719,0.0002972292,0.0002001926,0.00005790711,0.00001984528],"category_scores_gemma":[0.0008496226,0.00008304571,0.00005713318,0.0004000015,0.001006853,0.0007976518,0.00001496725,0.00003478253,0.000002155428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009877657,"about_ca_system_score_gemma":0.0005906186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1025114,"about_ca_topic_score_gemma":0.08850652,"domain_scores_codex":[0.9989213,0.00007047025,0.0001981455,0.0002110397,0.0001160099,0.0004830861],"domain_scores_gemma":[0.9990941,0.000122248,0.00009430967,0.00006363179,0.0002344677,0.0003912333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[5.748371e-7,0.00001082026,0.0001338811,0.000087412,0.000003957834,8.359721e-9,0.1803174,4.377443e-8,0.00001983462,0.7775798,0.0233837,0.01846258],"study_design_scores_gemma":[0.000117551,0.00002326248,0.005744671,0.0001208164,0.0000320027,0.000004915562,0.1434243,0.000008759193,0.00000780267,0.00293295,0.8473748,0.00020815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1660348,0.09340191,0.0001459615,0.6738453,0.001412984,0.007457901,0.0004303115,0.0001797905,0.05709107],"genre_scores_gemma":[0.9825551,0.007968727,0.002209376,0.005419316,0.0007249568,0.0007042653,0.00002478453,0.000004298387,0.0003891883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8239911,"threshold_uncertainty_score":0.9989882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}