{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"7814e276a4b0","filters":{"venue":"The Journal of Comparative Asian Development"}},"results":[{"id":"W2050818470","doi":"10.1080/15339114.2002.9678365","title":"Social Policy After the East Asian Financial Crisis: Forging a Normative Basis for Welfare","year":2002,"lang":"en","type":"article","venue":"The Journal of Comparative Asian Development","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Normative; Social policy; East Asia; Social Welfare; Social protection; Neoliberalism (international relations); Financial crisis; Poverty; Economics; Welfare; Unemployment; Harmonization; Development economics; Political science; Economic growth; Economic system; Political economy; Market economy; Macroeconomics","authors":[{"name":"Kwong‐leung Tang","is_ca":true},{"name":"James Midgley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06505052545708612,"gpt":0.348639097174242,"spread":0.2835885717171559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001204761,0.0001959302,0.0003835362,0.0001322081,0.004156643,0.00008537363,0.0005111613,0.00007690698,0.00005605731],"category_scores_gemma":[0.0001800035,0.0001036154,0.0002112487,0.0004911729,0.0004779982,0.0002723725,0.00007699247,0.0002998477,0.00001909134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003424169,"about_ca_system_score_gemma":0.0003991082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000887301,"about_ca_topic_score_gemma":0.001037357,"domain_scores_codex":[0.9978712,0.0004537111,0.0005389813,0.0000913151,0.0005642373,0.0004805417],"domain_scores_gemma":[0.9988018,0.0001028182,0.0005198901,0.00007834248,0.0004012408,0.00009588759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001862309,0.00006046319,0.00007101848,0.000007126878,0.0002146236,0.000001839553,0.9524972,0.000003471817,0.000001230465,0.01192429,0.02299711,0.01203539],"study_design_scores_gemma":[0.0007527188,0.0001176237,0.05457584,0.00007298659,0.00009228993,0.00001241643,0.6740454,0.000008043968,0.00008776908,0.008468287,0.2614541,0.0003125367],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07865156,0.0007437633,0.00156238,0.8333469,0.0006755223,0.001291547,0.00002292648,0.00003834633,0.08366705],"genre_scores_gemma":[0.9955854,0.00005718503,0.0003452739,0.00110951,0.002331344,0.0000553876,3.425643e-7,0.000009590014,0.0005059946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9169338,"threshold_uncertainty_score":0.9971398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030446281","doi":"10.1080/15339114.2004.9678401","title":"Working the Streets across the Border: The Occupational Health of Hong Kong's Mainland Chinese Migrant Sex Workers","year":2004,"lang":"en","type":"article","venue":"The Journal of Comparative Asian Development","topic":"Sex work and related issues","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Reach Technologies (Canada)","funders":"","keywords":"Mainland China; Mainland; China; Immigration; Poverty; Socioeconomics; Sex work; Population; Occupational safety and health; Medicine; Demography; Geography; Environmental health; Gerontology; Economic growth; Sociology; Family medicine; Human immunodeficiency virus (HIV)","authors":[{"name":"Eleanor Holroyd","is_ca":false},{"name":"William C.W. Wong","is_ca":false},{"name":"Davina C. Ling","is_ca":false},{"name":"Ann Marie Gray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0359567234707981,"gpt":0.3822729386209753,"spread":0.3463162151501772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004655564,0.0001685004,0.0003051528,0.00003819479,0.002756318,0.0001067501,0.0009353236,0.00004977528,0.00003515996],"category_scores_gemma":[0.00005275584,0.00005905029,0.0001070617,0.0006152173,0.0007678209,0.00009011258,0.00008209352,0.0005324861,0.000007805574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903633,"about_ca_system_score_gemma":0.001165051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003602146,"about_ca_topic_score_gemma":0.002932585,"domain_scores_codex":[0.9970753,0.0009043121,0.0006346641,0.00009279325,0.0008904381,0.0004024843],"domain_scores_gemma":[0.9980882,0.0006322804,0.0008147332,0.000187635,0.0001919373,0.00008516255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001728479,0.00007558301,0.06567195,0.000002459002,0.0003297836,0.000002991543,0.9175614,0.004961926,0.000004623204,0.0003093752,0.001635249,0.00927186],"study_design_scores_gemma":[0.0005969992,0.00006310717,0.5958365,0.0002424079,0.00001848939,0.00002144653,0.3486976,0.00001214355,0.00007587634,0.001346097,0.05297291,0.0001164057],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554756,0.003567046,0.000711251,0.03699346,0.0004499204,0.0003907326,7.414698e-7,0.000007753628,0.002403437],"genre_scores_gemma":[0.9982591,0.000287051,0.0004324394,0.0003321268,0.0002427157,0.000003944079,0.000001024507,0.00000705921,0.0004345023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5688637,"threshold_uncertainty_score":0.998542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091053364","doi":"10.1080/15339114.2002.9678358","title":"Implementing Socioeconomic Measures to Tackle Economic Uncertainties in Singapore","year":2002,"lang":"en","type":"article","venue":"The Journal of Comparative Asian Development","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Socioeconomic development; Government (linguistics); Recession; Socioeconomic status; Economic growth; Safety net; Context (archaeology); Economics; Politics; Political science; Development economics; Business; Sociology; Population","authors":[{"name":"Shawn Vasoo","is_ca":false},{"name":"Kwong‐leung Tang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07592904208141785,"gpt":0.3421218696789032,"spread":0.2661928275974853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004393589,0.0002056016,0.000468217,0.0002889827,0.0007135852,0.0001274376,0.0007749181,0.00006014404,0.001581796],"category_scores_gemma":[0.0000490469,0.000173638,0.00008489138,0.0001290561,0.0002169568,0.0003555765,0.0001224483,0.0002824034,0.000711534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002097987,"about_ca_system_score_gemma":0.0007060891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001314586,"about_ca_topic_score_gemma":0.004424725,"domain_scores_codex":[0.9973519,0.0004711962,0.001075275,0.0001656742,0.0003006226,0.0006353387],"domain_scores_gemma":[0.9986418,0.000289206,0.0006361951,0.0001429506,0.0001141374,0.0001756724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006841431,0.00009233993,0.03859194,0.000005388653,0.0002878848,0.000007883444,0.8656369,0.001386865,0.00006174478,0.003829913,0.04417603,0.04585468],"study_design_scores_gemma":[0.0008886774,0.00006811331,0.06378364,0.00008788113,0.00001981803,0.0000136341,0.2281968,0.00006549601,0.0009717687,0.00163114,0.7037934,0.000479571],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292642,0.0002734137,0.0002347259,0.008340916,0.0005923529,0.000390927,0.000001220603,0.00001734151,0.06088489],"genre_scores_gemma":[0.9944003,0.00008546773,0.003387753,0.0003312508,0.0002089415,0.0000124982,7.325114e-7,0.00001389556,0.001559192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6596174,"threshold_uncertainty_score":0.9993309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073185055","doi":"10.1080/15339114.2010.528297","title":"Constructs of Asia in Indian Film and Film Song","year":2010,"lang":"en","type":"article","venue":"The Journal of Comparative Asian Development","topic":"South Asian Cinema and Culture","field":"Arts and Humanities","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":"Art; Visual arts","authors":[{"name":"Victor A. Vicente","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02299594204470736,"gpt":0.2417243254819762,"spread":0.2187283834372689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003414078,0.0001242163,0.0002999928,0.0001168675,0.0001328747,0.00004297169,0.0001895891,0.00003522821,0.0006779344],"category_scores_gemma":[0.0000161984,0.00007345102,0.00003280688,0.00005303188,0.0003180851,0.0001292161,0.00002920056,0.0003814153,0.00001098477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001264452,"about_ca_system_score_gemma":0.0001410276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007005279,"about_ca_topic_score_gemma":0.001098988,"domain_scores_codex":[0.9990742,0.00007082078,0.0004550607,0.00006171846,0.0001959338,0.0001422364],"domain_scores_gemma":[0.9992702,0.0000574828,0.0003550063,0.00008368492,0.0001627211,0.00007088842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001806861,0.0000894698,0.0122504,0.00003065747,0.0001481421,0.00002309706,0.9498879,0.000008765872,0.0007757861,0.02714138,0.004570661,0.004893017],"study_design_scores_gemma":[0.00224947,0.0003318163,0.3436057,0.000390785,0.00005429097,0.0003957097,0.5115499,0.00002132271,0.01321121,0.002578893,0.1251848,0.0004261206],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551455,0.0001366445,0.000006310388,0.0004326655,0.0002139683,0.0001093973,0.000003375804,0.000003106521,0.043949],"genre_scores_gemma":[0.9987451,0.000004146172,0.0005283219,0.00004783315,0.0001178391,0.000001509949,0.000001191869,0.000005073089,0.0005489832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.438338,"threshold_uncertainty_score":0.7422907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}