{"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":"9e15252b25ad","filters":{"venue":"AU Law Journal"}},"results":[{"id":"W2794720945","doi":"","title":"ปจจยทตองพจารณาในการกำหนดมาตรการสงเสรมการลงทน ของวสาหกจขนาดกลางและขนาดยอมในตางประเทศ Factors to Consider in Setting Measures for the Promotion of Small and Medium Enterprises’ Investment in Oversea Countries","year":2018,"lang":"th","type":"article","venue":"AU Law Journal","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of King's College","funders":"","keywords":"Business; Foreign direct investment; Enforcement; Order (exchange); Promotion (chess); Investment (military); Small and medium-sized enterprises; International economics; Finance; Economics","authors":[{"name":"ชนิสา งามอภิชน","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03758458528313371,"gpt":0.2696303124860128,"spread":0.2320457272028791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01122934,0.0004574498,0.0003366581,0.002374041,0.002235413,0.00770648,0.001033142,0.001424714,0.007344683],"category_scores_gemma":[0.02713743,0.0002319744,0.0004321,0.001789377,0.001560526,0.003303774,0.002038198,0.001930458,0.0008445833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003625702,"about_ca_system_score_gemma":0.01818707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01581079,"about_ca_topic_score_gemma":0.01549051,"domain_scores_codex":[0.991743,0.003148354,0.0008944961,0.0003399014,0.002128932,0.001745319],"domain_scores_gemma":[0.9721082,0.00907427,0.004524978,0.0005851267,0.008946923,0.004760433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003468265,0.0008330613,0.2238439,0.006024628,0.0002971892,0.004161648,0.01477539,0.007592405,0.008215856,0.08306886,0.08258946,0.5682508],"study_design_scores_gemma":[0.00009864588,0.0006722236,0.5624063,0.008246867,0.0001991091,0.001003543,0.05533256,0.002703751,0.00685448,0.01597686,0.3462013,0.0003043904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4495998,0.02944033,0.02537048,0.1149261,0.002436063,0.003337839,0.001019731,0.0006898226,0.3731799],"genre_scores_gemma":[0.9525601,0.006331864,0.022374,0.004786503,0.0002289987,0.0006854713,0.000302072,0.00005150357,0.0126794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01581079,"threshold_uncertainty_score":0.05938709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921048125","doi":"","title":"สถานะทางกฎหมายและมาตรการควบคมเพอใชประโยชนจากกญชา/กญชง ของประเทศไทย The Legal Status and Measures to Control for the use of Cannabis Plants In Thailand","year":2018,"lang":"th","type":"article","venue":"AU Law Journal","topic":"Southeast Asian Sociopolitical 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":"Cannabis; Decriminalization; Criminal liability; Law; Criminal law; Liability; Control (management); Action (physics); Criminology; Political science; Psychology; Psychiatry; Economics","authors":[{"name":"พ.ต.ท. หญิง ชลิดา อุปัญญ์","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06257610272795154,"gpt":0.3206320089727311,"spread":0.2580559062447796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002338896,0.0001021435,0.0001000599,0.001289059,0.002107911,0.002393131,0.0004892304,0.0003576899,0.004517547],"category_scores_gemma":[0.009642091,0.0001305106,0.0001498851,0.00137398,0.001911813,0.001240328,0.001146426,0.0007704484,0.0002453561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002850656,"about_ca_system_score_gemma":0.01011702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0359779,"about_ca_topic_score_gemma":0.03598444,"domain_scores_codex":[0.9977195,0.0008869462,0.0002889668,0.0001216912,0.0007463161,0.0002365319],"domain_scores_gemma":[0.9904996,0.003440846,0.002437844,0.0003351596,0.002424484,0.000862177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002401408,0.0007178345,0.5722381,0.00185757,0.00005886767,0.00368407,0.1308786,0.001256159,0.004868861,0.04869822,0.00596522,0.2295364],"study_design_scores_gemma":[0.00003077739,0.0004265045,0.6464267,0.001531795,0.00008447524,0.0017555,0.2761734,0.002060865,0.004968361,0.004385218,0.0620493,0.0001071747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9558443,0.001130413,0.0005937468,0.002078475,0.00003528376,0.0001251128,0.00018355,0.0000113092,0.03999773],"genre_scores_gemma":[0.995972,0.0006981632,0.0005010898,0.0001226219,0.000007312948,0.00003957442,0.00007720046,0.00000258051,0.002579401],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0359779,"threshold_uncertainty_score":0.07153696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899493106","doi":"","title":"โอกาสทประเทศไทยจะประยกตใชการระงบขอพพาทแบบผสม Med-Arb Opportunity for Thailand to apply the “Med-Arb Process” as an Alternative Dispute Settlement Mechanism","year":2018,"lang":"th","type":"article","venue":"AU Law Journal","topic":"International Arbitration and Investment Law","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":"Arbitration; Mediation; Alternative dispute resolution; Dispute resolution; Settlement (finance); Context (archaeology); Dispute mechanism; Political science; Online dispute resolution; Law; Business; Geography","authors":[{"name":"ดร. ปถวี ศุขกิจ","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03581723204190429,"gpt":0.3001327529335096,"spread":0.2643155208916053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01004151,0.0002955172,0.000212075,0.0007729325,0.00466211,0.008814545,0.0009948142,0.002492427,0.01737519],"category_scores_gemma":[0.009006144,0.0002606823,0.0005248759,0.0010588,0.004395607,0.003749041,0.004705674,0.00394007,0.002090283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002530158,"about_ca_system_score_gemma":0.006056285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357533,"about_ca_topic_score_gemma":0.003574671,"domain_scores_codex":[0.9876804,0.008069268,0.0004919111,0.0005334232,0.002287051,0.0009379593],"domain_scores_gemma":[0.9920183,0.002577681,0.001151778,0.000924398,0.002081933,0.001245879],"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":[0.0002701922,0.0002788809,0.006563664,0.0006836285,0.00003335286,0.003273493,0.02087382,0.001694742,0.003654858,0.8049113,0.03398035,0.1237816],"study_design_scores_gemma":[0.0001021372,0.0004565121,0.005098717,0.001113387,0.00006089926,0.003533586,0.03209503,0.009182252,0.005753734,0.1080131,0.8344291,0.0001615013],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.111357,0.004435643,0.07914855,0.06504977,0.003076119,0.0008558859,0.0001116806,0.0004070831,0.7355583],"genre_scores_gemma":[0.8829365,0.001419301,0.02118262,0.004371994,0.0005464136,0.0002118557,0.00006155131,0.00004126972,0.08922846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01737519,"threshold_uncertainty_score":0.05812585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3176177457","doi":"","title":"การคมครองขอมลชวมาตรภายใตพระราชบญญตคมครองขอมลสวนบคคล พ.ศ. 2562 Biometric Personal Data Protection under Personal Data Protection Act B.E. 2560","year":2020,"lang":"th","type":"article","venue":"AU Law Journal","topic":"Legal and Policy Analysis in Indonesia","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":"Data Protection Act 1998; Personally identifiable information; Business; Government (linguistics); Information privacy law; European union; Information protection policy; Biometrics; Internet privacy; General Data Protection Regulation; Order (exchange); Data Protection Directive; Information privacy; Privacy policy; Computer security; International trade; Computer science; European Union law; Finance","authors":[{"name":"ผู้ช่วยศาตราจารย์ทัชชภร มหาแถลง","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.285908186918416,"gpt":0.3704426474598199,"spread":0.08453446054140396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034649,0.0002549581,0.0001872233,0.0005967217,0.002934338,0.003477783,0.0004588265,0.004272172,0.007471099],"category_scores_gemma":[0.007437406,0.0003582834,0.000318143,0.0006180542,0.002246015,0.00128837,0.0008836607,0.002706236,0.003538834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001950282,"about_ca_system_score_gemma":0.006551435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0361082,"about_ca_topic_score_gemma":0.02976819,"domain_scores_codex":[0.9959014,0.0009851514,0.0005365247,0.0004019476,0.001498493,0.0006765518],"domain_scores_gemma":[0.995197,0.002151375,0.0006702915,0.0003905248,0.001338319,0.0002524656],"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":[0.0002038533,0.0003636695,0.02722479,0.0003109041,0.00002521393,0.002206086,0.01655257,0.0008593469,0.006789532,0.7519906,0.131515,0.06195837],"study_design_scores_gemma":[0.00007748808,0.0004106726,0.05490401,0.0009490178,0.00007056198,0.00240477,0.01024284,0.002453397,0.009986129,0.04288734,0.8754005,0.0002131854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.116372,0.002056123,0.005174726,0.01996151,0.0006238926,0.0007151375,0.001828074,0.0001272229,0.8531414],"genre_scores_gemma":[0.6144832,0.00154991,0.005597356,0.02018743,0.0002487861,0.0008642604,0.0005998392,0.00002956797,0.3564396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0361082,"threshold_uncertainty_score":0.07179606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}