{"meta":{"query_hash":"5a42cc47a8e5","filters":{"venue":"Frontiers in South and Southeast Asian Development Research."},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/5a42cc47a8e5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Frontiers+in+South+and+Southeast+Asian+Development+Research."},"results":[{"id":"W4411858475","doi":"10.1007/978-981-96-4371-4_1","title":"Vietnam 30 Years After 1995 Normalization","year":2025,"lang":"en","type":"book-chapter","venue":"Frontiers in South and Southeast Asian Development Research.","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Normalization (sociology); History; Sociology; Social science","score_opus":0.0265947537510755,"score_gpt":0.22543486412322875,"score_spread":0.19884011037215324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411858475","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":[0.10419948,0.039175157,0.001070521,0.038430184,0.007098675,0.00013352593,0.008776593,0.0001370473,0.8009789],"genre_scores_gemma":[0.25322953,0.0072381017,0.0004635332,0.0049068574,0.00043846449,0.00009826656,0.002760443,0.00007651541,0.73078823],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99960905,0.000054133223,0.000015144995,0.0000669922,0.00007848841,0.00017620089],"domain_scores_gemma":[0.999595,0.000031170555,0.000027373751,0.000036687637,0.00018227278,0.00012739553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070820196,0.0002214525,0.00020308026,0.00066212297,0.0013693521,0.0024087215,0.00044748498,0.00052851567,0.032878626],"category_scores_gemma":[0.0011419127,0.00014885749,0.00014080654,0.001436213,0.00093437615,0.0016676426,0.0013549719,0.001014686,0.0044012284],"study_design_candidate":"observational","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":[0.00035146077,0.000116295494,0.007879817,0.0004602516,0.000025458541,0.001088017,0.006989568,0.0004964035,0.00068760524,0.29939216,0.446935,0.23557799],"study_design_scores_gemma":[0.000007612069,0.000018215811,0.008949888,0.00010936013,0.0000028113245,0.00007546745,0.0016611052,0.000046452395,0.00027175187,0.0029976738,0.9858539,0.0000058388705],"about_ca_topic_score_codex":0.1273498,"about_ca_topic_score_gemma":0.15595625,"teacher_disagreement_score":0.1273498,"about_ca_system_score_codex":0.009457891,"about_ca_system_score_gemma":0.0061261016,"threshold_uncertainty_score":0.25321704},"labels":[],"label_agreement":null},{"id":"W4411858837","doi":"10.1007/978-981-96-4371-4_9","title":"The Research Trends of Sustainability Finance in Vietnam","year":2025,"lang":"en","type":"book-chapter","venue":"Frontiers in South and Southeast Asian Development Research.","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Business; Environmental planning; Environmental resource management; Geography; Environmental science; Ecology; Biology","score_opus":0.040715950216272105,"score_gpt":0.3086006887220315,"score_spread":0.2678847385057594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411858837","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":[0.13941139,0.32650787,0.0017698464,0.084100954,0.0017964535,0.00007585662,0.0011960064,0.000064249136,0.44507736],"genre_scores_gemma":[0.6237782,0.2238944,0.001175579,0.002278362,0.00066084735,0.000052453444,0.0006521668,0.000030578816,0.1474774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99970156,0.00008688298,0.000011619139,0.000039256243,0.00009074701,0.00006996266],"domain_scores_gemma":[0.99878305,0.00046813532,0.0001252402,0.000025281428,0.00034228398,0.0002559648],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0013147134,0.00014170358,0.0001377627,0.0017010269,0.0006683784,0.0032873782,0.0003365239,0.00030080587,0.007220277],"category_scores_gemma":[0.0012290475,0.00012456639,0.00008789664,0.0049097533,0.0012974754,0.002581766,0.0005747933,0.00089299114,0.00036539472],"study_design_candidate":"observational","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":[0.00005937737,0.0000763292,0.025947332,0.0013346632,0.000012354144,0.00087124977,0.011832363,0.0010106998,0.0006969736,0.53188294,0.10061497,0.32566065],"study_design_scores_gemma":[0.0000068669874,0.000049921084,0.03725946,0.0009094158,0.0000064592236,0.00023813268,0.013540018,0.00097052974,0.00050568365,0.018401384,0.92809975,0.00001242448],"about_ca_topic_score_codex":0.06312415,"about_ca_topic_score_gemma":0.08814707,"teacher_disagreement_score":0.998299,"about_ca_system_score_codex":0.008443978,"about_ca_system_score_gemma":0.012863856,"threshold_uncertainty_score":0.12551343},"labels":[],"label_agreement":null}]}