{"meta":{"query_hash":"49ced8f17e4e","filters":{"venue":"VNU Journal of Science Legal Studies"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/49ced8f17e4e","api":"https://metacan.xera.ac/api/v1/cohort?venue=VNU+Journal+of+Science+Legal+Studies"},"results":[{"id":"W2789900073","doi":"10.25073/2588-1167/vnuls.4140","title":"Improving the Mechanism to Examine Judgment Debtor’s Ability to Satisfy Civil Judgments in Vietnam from International Experience","year":2018,"lang":"en","type":"article","venue":"VNU Journal of Science Legal Studies","topic":"Legal principles and applications","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":"Debtor; Enforcement; Sanctions; Civil procedure; Political science; Law; Commission; Business; Creditor; Debt; Finance","score_opus":0.04979406834714484,"score_gpt":0.37247098971386183,"score_spread":0.322676921366717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789900073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972925,0.00010985943,0.0018751514,0.021653792,0.0014730872,0.0003162682,0.0000068886015,0.000010067579,0.0016298871],"genre_scores_gemma":[0.99435455,0.00005152341,0.0033099263,0.001475983,0.00062911236,0.000034871435,8.1618225e-8,0.000004107693,0.00013983958],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99748456,0.000072246716,0.00047996893,0.00031016924,0.0012734983,0.000379529],"domain_scores_gemma":[0.9985123,0.00015451461,0.00023324821,0.00020786937,0.00067531195,0.0002167419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025023546,0.000113193055,0.00019107196,0.00015977267,0.0012538469,0.00027129418,0.0013729085,0.000025838044,0.0000732869],"category_scores_gemma":[0.0016171045,0.000075932134,0.000050446735,0.0009932105,0.0012895664,0.0007699975,0.0005393074,0.00016319564,0.000026124098],"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":[0.00018417975,0.00057011866,0.026250316,0.000011765058,0.000111771806,0.000026995394,0.58918893,0.00050963217,0.20729835,0.060494877,0.0047493475,0.11060372],"study_design_scores_gemma":[0.0017275434,0.0013207131,0.23870157,0.000544333,0.000068267684,0.000015468608,0.35674933,0.001385917,0.031482667,0.012061219,0.3547542,0.0011887576],"about_ca_topic_score_codex":0.0034826004,"about_ca_topic_score_gemma":0.009433002,"teacher_disagreement_score":0.35000485,"about_ca_system_score_codex":0.0006820731,"about_ca_system_score_gemma":0.00028199665,"threshold_uncertainty_score":0.9643703},"labels":[],"label_agreement":null},{"id":"W2809549577","doi":"10.25073/2588-1167/vnuls.4154","title":"Addressing Fairness Issues in the Carbon Tax Law: The Case of British Columbia, Canada","year":2018,"lang":"en","type":"article","venue":"VNU Journal of Science Legal Studies","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","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":"Greenhouse gas; Carbon tax; Climate change; Natural resource economics; Carbon fibers; Economics; Business; Public economics; Ecology","score_opus":0.14448340076330865,"score_gpt":0.31470651699993984,"score_spread":0.1702231162366312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809549577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841593,0.006445759,0.0000012738011,0.003492098,0.00070987473,0.000063770385,0.0000750876,0.0000011655906,0.0050516785],"genre_scores_gemma":[0.9981233,0.0007190861,0.000030887444,0.0006482084,0.000316172,0.0000024515023,7.962252e-8,0.000004479282,0.00015532784],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988901,0.00002057297,0.0006012832,0.0001427571,0.00007153767,0.00027373442],"domain_scores_gemma":[0.998947,0.0001325081,0.00057210546,0.00015407363,0.00015741434,0.000036901747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023380795,0.0000636478,0.00032893254,0.00007098113,0.00046515904,0.00026741295,0.00052169536,0.000021121956,0.00001843516],"category_scores_gemma":[0.00031828388,0.00006032906,0.00004696149,0.00041180817,0.0017564747,0.00037655391,0.00010657948,0.00015434607,0.0000011647644],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012128474,0.0007123009,0.5248662,0.0005890689,0.0007809764,0.006294451,0.1796127,0.0005494164,0.00028557816,0.16928929,0.095872484,0.021026243],"study_design_scores_gemma":[0.0033014386,0.0014376551,0.19723311,0.0013478155,0.000108993765,0.016175821,0.46745303,0.003657394,0.0008088403,0.10670758,0.20007874,0.0016895627],"about_ca_topic_score_codex":0.9616559,"about_ca_topic_score_gemma":0.99258983,"teacher_disagreement_score":0.3276331,"about_ca_system_score_codex":0.00019195021,"about_ca_system_score_gemma":0.00011462442,"threshold_uncertainty_score":0.64718044},"labels":[],"label_agreement":null},{"id":"W2977184238","doi":"10.25073/2588-1167/vnuls.4208","title":"The Position and the Development Trends Private Property and Common Property","year":2019,"lang":"en","type":"article","venue":"VNU Journal of Science Legal Studies","topic":"Property Rights and Legal Doctrine","field":"Social Sciences","cited_by":1,"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":"Private property; Public property; Property law; Property rights; Intellectual property; Law and economics; Political science; Law; Economic history; History; Sociology","score_opus":0.03164252809627051,"score_gpt":0.3110576130483996,"score_spread":0.2794150849521291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977184238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87460864,0.006670732,0.000005461506,0.08603749,0.00064198556,0.00035409434,4.3783413e-7,0.000013646306,0.031667493],"genre_scores_gemma":[0.9874636,0.0021370493,0.00016621753,0.0002773301,0.00011413444,0.0000042695924,3.38017e-8,0.0000031048762,0.0098342765],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829334,0.0001636301,0.0003255586,0.00014880479,0.00076770235,0.00030095153],"domain_scores_gemma":[0.9991264,0.0001495509,0.00021909125,0.00009422996,0.00031787786,0.00009286698],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0048986734,0.00010222539,0.00022707475,0.000078853554,0.0035611973,0.00050842046,0.0004544859,0.000021396592,0.0000060469038],"category_scores_gemma":[0.0002193933,0.000025803949,0.000034929348,0.00044567187,0.005283536,0.00090720406,0.00019728723,0.00020816304,0.000003413628],"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":[0.00082214107,0.0001140756,0.014237434,0.0000425511,0.00026064145,0.000021220509,0.11976529,0.0000091438715,0.002660968,0.13057567,0.0018633386,0.7296275],"study_design_scores_gemma":[0.0013057443,0.0003172997,0.027718281,0.00015365201,0.000035669447,0.00006925472,0.011006987,0.00008939396,0.0009354891,0.0016416758,0.9565304,0.00019615574],"about_ca_topic_score_codex":0.00044363822,"about_ca_topic_score_gemma":0.0006430971,"teacher_disagreement_score":0.95466703,"about_ca_system_score_codex":0.00010551216,"about_ca_system_score_gemma":0.000247572,"threshold_uncertainty_score":0.99773604},"labels":[],"label_agreement":null},{"id":"W2977233164","doi":"10.25073/2588-1167/vnuls.4238","title":"Contemporary Vietnam’s Labour Law from the perspectives of Comprehensive and Progressive Agreement for Trans-Pacific Partnership","year":2019,"lang":"vi","type":"article","venue":"VNU Journal of Science Legal Studies","topic":"Global Political and Economic Relations","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":"Political science; Ratification; General partnership; Chemistry; Law; Politics","score_opus":0.07450548714080628,"score_gpt":0.34942383703088703,"score_spread":0.27491834989008074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977233164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9099969,0.043179397,0.00000832258,0.030144127,0.00079211505,0.0006330317,0.0000977617,0.0000036279098,0.015144678],"genre_scores_gemma":[0.9974145,0.0013139761,0.00014264215,0.0003168341,0.00032477968,0.0000060390057,3.1966903e-7,0.0000044570447,0.00047643666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9978966,0.00015870298,0.00063511264,0.00028937275,0.000587535,0.00043264785],"domain_scores_gemma":[0.99694246,0.00088519056,0.0006659929,0.00013267291,0.0011843542,0.00018930335],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013135565,0.00017659181,0.0005663306,0.00006029612,0.0011110031,0.00019104336,0.0005149882,0.000059355014,0.000050007893],"category_scores_gemma":[0.00025893876,0.0001089446,0.00020220554,0.0003294932,0.009512096,0.0009514417,0.00009743536,0.00022176889,0.000008108083],"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":[0.00028383205,0.0002491324,0.015813394,0.00011243274,0.00087087415,0.000008590015,0.27086088,0.00005994645,0.00071581133,0.70638776,0.0040214458,0.0006159317],"study_design_scores_gemma":[0.0009823361,0.00074708264,0.01830127,0.00036178814,0.00011258125,0.0000054495863,0.92298883,0.00004386907,0.00015760299,0.01812698,0.03799374,0.00017847834],"about_ca_topic_score_codex":0.00071362697,"about_ca_topic_score_gemma":0.0000768259,"teacher_disagreement_score":0.68826073,"about_ca_system_score_codex":0.00015540315,"about_ca_system_score_gemma":0.00046102077,"threshold_uncertainty_score":0.99318343},"labels":[],"label_agreement":null},{"id":"W3013879621","doi":"10.25073/2588-1167/vnuls.4251","title":"The Legal Status of Islands and Other Features and the China's Unreasonable Claim on the Nine-dash Line in South China Sea Under the Arbitration Award in the Philippines v. China Case","year":2020,"lang":"en","type":"article","venue":"VNU Journal of Science Legal Studies","topic":"International Maritime Law Issues","field":"Environmental Science","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":"China; Arbitration; Treaty; United Nations Convention on the Law of the Sea; Victory; Law; Context (archaeology); International law; Convention; Political science; Geography; Politics; Archaeology","score_opus":0.016354409644943516,"score_gpt":0.2730376622015456,"score_spread":0.25668325255660207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013879621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9087399,0.0020697473,0.0000109631565,0.08303239,0.00010652012,0.00026513403,0.000009785977,0.0000031860677,0.005762335],"genre_scores_gemma":[0.99743277,0.00052008405,0.000029588708,0.00167895,0.00015168969,0.000008146528,1.4063568e-7,0.000006263492,0.00017237244],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9979876,0.00028862638,0.00034512373,0.00019895281,0.00087485544,0.00030481486],"domain_scores_gemma":[0.99892294,0.0005676922,0.00026960077,0.00015767904,0.000035008805,0.000047101392],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028861037,0.00016489568,0.00021317232,0.0000397726,0.0010128904,0.00028118026,0.0006417515,0.00002592162,0.000023900971],"category_scores_gemma":[0.00058498024,0.000054806947,0.00005499164,0.00050375983,0.0037300005,0.00041915782,0.00026816648,0.00052082323,0.0000016150158],"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":[0.0028683566,0.00040806198,0.22102608,0.000060484293,0.00040784737,0.00050777965,0.3719605,0.03843553,0.002183575,0.34826276,0.008050382,0.005828632],"study_design_scores_gemma":[0.002195234,0.0007757407,0.90551203,0.00015509245,0.00007037645,0.0011084692,0.059513167,0.008414633,0.000784585,0.011990511,0.009198356,0.00028177758],"about_ca_topic_score_codex":0.003621522,"about_ca_topic_score_gemma":0.0037957109,"teacher_disagreement_score":0.684486,"about_ca_system_score_codex":0.000088815286,"about_ca_system_score_gemma":0.000048983537,"threshold_uncertainty_score":0.9989813},"labels":[],"label_agreement":null},{"id":"W3118682413","doi":"10.25073/2588-1167/vnuls.4331","title":"Women in the Context of Canadian Criminal Offences","year":2020,"lang":"en","type":"article","venue":"VNU Journal of Science Legal Studies","topic":"Criminal Justice and Corrections Analysis","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":"Voyeurism; Criminology; Context (archaeology); Stalking; Abortion; Sexual assault; Perspective (graphical); Sociology; Exhibitionism; Criminal law; Political science; Psychology; Law; Poison control; Suicide prevention; Social psychology; History; Psychiatry; Medicine","score_opus":0.09868361481308115,"score_gpt":0.3453598451784112,"score_spread":0.24667623036533004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118682413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778405,0.0011344329,0.000004758601,0.016886042,0.00025024705,0.000042425632,0.0000012583796,0.00000170086,0.003838659],"genre_scores_gemma":[0.99738824,0.0012102278,0.00004482119,0.0011415188,0.00018206942,0.0000017419677,1.7096447e-8,0.0000012392754,0.000030095325],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99833137,0.00010983276,0.0003156943,0.00010050619,0.0007854318,0.00035718933],"domain_scores_gemma":[0.9987902,0.00019431219,0.00020420944,0.000054655226,0.00054115325,0.00021548422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030017311,0.000060951643,0.00022995364,0.0005622918,0.0007433997,0.00009385272,0.0007124922,0.000016755659,0.000035469115],"category_scores_gemma":[0.0018997212,0.000038216658,0.000073120675,0.003580682,0.0022013094,0.00052901433,0.000029480423,0.00016615685,0.0000031378897],"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":[0.000025879976,0.00003111264,0.0042540897,0.000015604237,0.00003585858,0.000053346037,0.96503204,0.000045978482,0.0003381979,0.0046482547,0.0009477396,0.024571925],"study_design_scores_gemma":[0.00006508937,0.00019080073,0.002280516,0.00002390456,0.000054600423,0.000006347784,0.98166436,0.000013914623,0.000092449714,0.00008540037,0.015477147,0.00004548515],"about_ca_topic_score_codex":0.22384375,"about_ca_topic_score_gemma":0.45855728,"teacher_disagreement_score":0.23471354,"about_ca_system_score_codex":0.00022391566,"about_ca_system_score_gemma":0.0012037046,"threshold_uncertainty_score":0.81108165},"labels":[],"label_agreement":null},{"id":"W4393341987","doi":"10.25073/2588-1167/vnuls.4543","title":"The Codification of Civil Law in Quebec: An Example for Vietnam?","year":2024,"lang":"en","type":"article","venue":"VNU Journal of Science Legal Studies","topic":"Legal and Social Philosophy","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":"Law; Political science; Civil law (Civil law); Commercial law","score_opus":0.10519507532873792,"score_gpt":0.3840779008546054,"score_spread":0.2788828255258675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393341987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7749634,0.03953437,0.0003887282,0.09914175,0.007798216,0.0010463104,0.000016889395,0.00006637714,0.07704396],"genre_scores_gemma":[0.99808985,0.0006489336,0.000103039216,0.00010501281,0.00051627314,0.000006396145,9.011351e-8,0.0000035636488,0.000526837],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984655,0.00009620765,0.0003679941,0.00013538229,0.00068373577,0.00025117854],"domain_scores_gemma":[0.99869025,0.00042071595,0.00016535661,0.000079408994,0.00057348533,0.000070793576],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0046287132,0.000065874374,0.00018176137,0.000107476895,0.0013967184,0.0003053215,0.0005193084,0.000029964916,0.0000028808047],"category_scores_gemma":[0.00047859165,0.000040088995,0.00008794729,0.00086089305,0.003870712,0.0015636963,0.000039442693,0.00013846946,0.0000013394495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017744884,0.000032748314,0.00010857734,0.000015983214,0.000018087,0.0000026460286,0.05821599,0.0000117966665,0.0010058657,0.9325005,0.00041001098,0.007660092],"study_design_scores_gemma":[0.00036797865,0.00046217922,0.0019596536,0.00025642154,0.00004502915,0.000003140421,0.12928636,0.00010495127,0.0008715943,0.32610276,0.5403246,0.00021528649],"about_ca_topic_score_codex":0.020327365,"about_ca_topic_score_gemma":0.18223925,"teacher_disagreement_score":0.6063977,"about_ca_system_score_codex":0.00020808452,"about_ca_system_score_gemma":0.0005968735,"threshold_uncertainty_score":0.9999033},"labels":[],"label_agreement":null}]}