{"meta":{"query_hash":"19c9f66c359c","filters":{"venue":"SWU eJournals System (Srinakharinwirot University)"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/19c9f66c359c","api":"https://metacan.xera.ac/api/v1/cohort?venue=SWU+eJournals+System+%28Srinakharinwirot+University%29"},"results":[{"id":"W1598186029","doi":"","title":"The mental health promotion evaluation form for depressive prevention in elderly in Chiang Rai","year":2014,"lang":"en","type":"article","venue":"SWU eJournals System (Srinakharinwirot University)","topic":"Health and Wellbeing Research","field":"Health Professions","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":"Mental health; Health promotion; Medicine; Promotion (chess); Psychology; Nursing; Psychiatry; Gerontology; Public health; Political science","score_opus":0.08576070570384753,"score_gpt":0.4315011802380296,"score_spread":0.34574047453418205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598186029","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":[0.9527595,0.0005318659,0.0060320282,0.010559859,0.0012903129,0.014091541,0.000024261008,0.00009737341,0.014613258],"genre_scores_gemma":[0.99611014,0.0001860487,0.00011983769,0.000050802773,0.00021055416,0.00013352223,0.000033143046,0.000023403234,0.0031325498],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99377847,0.0034328883,0.0008170023,0.00037155417,0.0005829158,0.0010171894],"domain_scores_gemma":[0.9978681,0.00057598995,0.0006393828,0.00031542583,0.00031702305,0.00028403554],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010984524,0.00017427624,0.00036069818,0.0006508275,0.0020699117,0.00003528125,0.00037482634,0.00019599807,0.000034920155],"category_scores_gemma":[0.00038547322,0.00014844513,0.00010357415,0.00061036745,0.000036643953,0.00036848034,0.00011304959,0.00075781415,0.000038865943],"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":[0.0029013047,0.0010879004,0.41413617,0.0089770695,0.00016844246,0.000032965283,0.020491328,0.0006382547,0.0006293,0.08804997,0.005604972,0.45728233],"study_design_scores_gemma":[0.05795438,0.006928725,0.45884606,0.025926556,0.00014139622,0.000068714035,0.07621374,0.10309087,0.0002677226,0.0116196005,0.25739953,0.0015427076],"about_ca_topic_score_codex":0.0011347503,"about_ca_topic_score_gemma":0.007926219,"teacher_disagreement_score":0.45573962,"about_ca_system_score_codex":0.002505013,"about_ca_system_score_gemma":0.0012867486,"threshold_uncertainty_score":0.99922925},"labels":[],"label_agreement":null},{"id":"W2786132677","doi":"","title":"ตวแบบพยากรณจำนวนผวางงานในประเทศไทย (FORECASTING MODEL FOR THE NUMBER OF UNEMPLOYED PERSON IN THAILAND)","year":2017,"lang":"th","type":"article","venue":"SWU eJournals System (Srinakharinwirot University)","topic":"Insurance and Financial Risk Management","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":"Statistics; Mean squared error; Quarter (Canadian coin); Mathematics; Exponential smoothing; Mean absolute percentage error; Multiplicative function; Econometrics; Geography","score_opus":0.10746750821094476,"score_gpt":0.24198595823527994,"score_spread":0.13451845002433516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786132677","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":[0.77771217,0.0032060132,0.055720095,0.0015650413,0.0034946909,0.003601785,0.0011817793,0.00007063913,0.15344776],"genre_scores_gemma":[0.9788591,0.001499939,0.0005793222,0.000024089073,0.00027221724,0.000012302996,0.0000052777027,0.000062059924,0.018685644],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969936,0.00006731554,0.0011085442,0.00075521076,0.00017328419,0.0009020195],"domain_scores_gemma":[0.9951782,0.00019530085,0.0028904343,0.0013688074,0.00021634431,0.00015087074],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022419216,0.0004668858,0.0012306541,0.00062662084,0.0016617251,0.00034682965,0.0021410414,0.0003137233,0.00006302055],"category_scores_gemma":[0.00021672304,0.00048721608,0.0006530058,0.00038447065,0.00024391143,0.0008285151,0.00044730015,0.0005301988,0.000090597285],"study_design_candidate":"simulation_or_modeling","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":[0.0007463931,0.0002688769,0.52957416,0.0015300357,0.0005188051,0.00018721528,0.003309649,0.012229303,0.000008916875,0.446774,0.0005916041,0.004261018],"study_design_scores_gemma":[0.0090133855,0.00026265602,0.17379934,0.0027993915,0.00037807482,0.00006253064,0.012572624,0.76874334,0.00006216402,0.0033815703,0.02734036,0.0015845534],"about_ca_topic_score_codex":0.0030503816,"about_ca_topic_score_gemma":0.0007341727,"teacher_disagreement_score":0.7565141,"about_ca_system_score_codex":0.00065378373,"about_ca_system_score_gemma":0.00013669347,"threshold_uncertainty_score":0.99975795},"labels":[],"label_agreement":null},{"id":"W2994197821","doi":"","title":"ความไดเปรยบเชงแขงขนของการสงออกสบปะรดกระปองของไทย (THE COMPETITIVE ADVANTAGE OF THAILAND’S CANNED PINEAPPLE EXPORTING)","year":2013,"lang":"th","type":"article","venue":"SWU eJournals System (Srinakharinwirot University)","topic":"Postharvest Quality and Shelf Life Management","field":"Agricultural and Biological 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":"Revealed comparative advantage; SWOT analysis; Competitive advantage; Market share; Competitor analysis; Business; China; Comparative advantage; Disadvantage; Export performance; Agricultural economics; International trade; Economics; Geography; Marketing","score_opus":0.01775906962135116,"score_gpt":0.18945824383985688,"score_spread":0.17169917421850572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994197821","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":[0.8772226,0.00092249265,0.00016561843,0.0074535576,0.0011505198,0.0026847674,0.00036202223,0.00019986076,0.109838575],"genre_scores_gemma":[0.9682747,0.00048707912,0.000073892545,0.00021312528,0.00048602792,0.000009623952,0.0000474625,0.000010573213,0.030397514],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944469,0.0013440565,0.0012911214,0.00082563085,0.0009837475,0.001108592],"domain_scores_gemma":[0.99602634,0.0005232314,0.0018264102,0.0005163685,0.000565933,0.0005417186],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016546166,0.0006520995,0.0011094236,0.00021983382,0.0011200575,0.00035088928,0.0020592047,0.00028683347,0.0024069063],"category_scores_gemma":[0.00009761628,0.00033079702,0.0006705409,0.0015005736,0.0005079826,0.00082545844,0.0009903184,0.0006620392,0.00066212105],"study_design_candidate":"theoretical_or_conceptual","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":[0.0013845279,0.003277462,0.1544943,0.0047165826,0.003875052,0.0020944206,0.0077985018,0.000380534,0.049884748,0.7163919,0.030250132,0.025451837],"study_design_scores_gemma":[0.002872825,0.0017111938,0.18161552,0.002955875,0.00076220836,0.0002708799,0.30249852,0.0006962431,0.0041238447,0.00037421955,0.50006986,0.0020488114],"about_ca_topic_score_codex":0.0060988325,"about_ca_topic_score_gemma":0.0014745377,"teacher_disagreement_score":0.71601766,"about_ca_system_score_codex":0.00034066848,"about_ca_system_score_gemma":0.00009392519,"threshold_uncertainty_score":0.9999144},"labels":[],"label_agreement":null},{"id":"W6990714116","doi":"","title":"17113 Effectiveness of a Culturally Adapted School-Based Intervention to Enhance Mental Health Literacy and Reduce Stigma among Malaysian Chinese Adolescents: R1a-3","year":2025,"lang":"en","type":"article","venue":"SWU eJournals System (Srinakharinwirot University)","topic":"Digital Mental Health Interventions","field":"Psychology","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":"Mental health literacy; Mental health; Stigma (botany); Attrition; Psychological intervention; Intervention (counseling); Culturally appropriate; Literacy; Health literacy","score_opus":0.008579732051013233,"score_gpt":0.3419720349643845,"score_spread":0.33339230291337124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990714116","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":[0.9853064,0.00060765044,0.004835999,0.0006283834,0.0013171738,0.0020092276,0.00013660762,0.00012385726,0.0050347233],"genre_scores_gemma":[0.9948237,0.000008267357,0.00024871674,0.000067583715,0.000034438963,0.000022028567,0.000030243476,0.000026170634,0.004738866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964767,0.001183693,0.00086730556,0.0006601314,0.00028563352,0.0005265287],"domain_scores_gemma":[0.99801266,0.00008591755,0.00065538695,0.0004704379,0.0002442547,0.0005313509],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008915577,0.00036123887,0.00067779655,0.0011122371,0.00033550142,0.00010968003,0.0005122191,0.00013059679,0.00008912256],"category_scores_gemma":[0.000051052462,0.00036971443,0.00032166298,0.0012803945,0.00010796942,0.00061091833,0.00026999865,0.00037015346,0.000052195726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020043658,0.008841823,0.77691114,0.04401846,0.0022594393,0.00057859195,0.004376424,0.00033801617,0.007425904,0.046431415,0.001913368,0.08686176],"study_design_scores_gemma":[0.004779939,0.0015154311,0.9384513,0.048465274,0.00007597399,0.000074189,0.0029003005,0.00014281868,0.002169763,0.00008646974,0.0008888924,0.00044967578],"about_ca_topic_score_codex":0.0017147203,"about_ca_topic_score_gemma":0.0002049018,"teacher_disagreement_score":0.16154014,"about_ca_system_score_codex":0.0012016327,"about_ca_system_score_gemma":0.00012311005,"threshold_uncertainty_score":0.9998755},"labels":[],"label_agreement":null},{"id":"W7017670632","doi":"","title":"Behind Closed Doors: Stories from the Kamloops Indian Residential School โดย Jack Agness","year":2021,"lang":"th","type":"other","venue":"SWU eJournals System (Srinakharinwirot University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Period (music); Work (physics); Residential area; Placemaking","score_opus":0.020547540017837665,"score_gpt":0.224299116829635,"score_spread":0.20375157681179734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017670632","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34551448,0.034916535,0.0005191198,0.0017183073,0.02543847,0.011567462,0.012940524,0.002157489,0.5652276],"genre_scores_gemma":[0.37511885,0.0020040255,0.00044063714,0.00011928582,0.011573114,0.00002276145,0.0009977191,0.0026071281,0.60711646],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.975457,0.009532529,0.0028139078,0.0041825497,0.0045140693,0.0034999351],"domain_scores_gemma":[0.98127687,0.0012320172,0.0067359707,0.00600302,0.001959661,0.0027924648],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003437056,0.0036861342,0.0046235477,0.0040295697,0.003999296,0.0035553945,0.009393994,0.0033974207,0.047395185],"category_scores_gemma":[0.0008301442,0.0035923773,0.002576002,0.0047914563,0.0014094531,0.0016520327,0.004097787,0.0067085964,0.020234177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009767719,0.0036195917,0.17719413,0.010611694,0.04676929,0.1700148,0.03478986,0.00087286753,0.01183932,0.02016025,0.5121694,0.002191049],"study_design_scores_gemma":[0.010339467,0.00038079734,0.033710416,0.027585126,0.005463212,0.0014113826,0.09396797,0.0000308012,0.0010522011,0.00011111827,0.8209473,0.0050002113],"about_ca_topic_score_codex":0.03558862,"about_ca_topic_score_gemma":0.034221746,"teacher_disagreement_score":0.30877787,"about_ca_system_score_codex":0.008454361,"about_ca_system_score_gemma":0.0054681213,"threshold_uncertainty_score":0.9978964},"labels":[],"label_agreement":null},{"id":"W7117439174","doi":"","title":"หลกการทศาลควรใหความเคารพตอดลพนจของฝายปกครอง ในกฎหมายปกครองแคนาดา เปรยบเทยบกบแนวทางการตรวจสอบการใชอำนาจของศาลปกครองไทย","year":2025,"lang":"en","type":"other","venue":"SWU eJournals System (Srinakharinwirot University)","topic":"","field":"","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":"Deference; Corporation; Dominance (genetics); Discretion; Judicial review; Administrative law","score_opus":0.01115664026611824,"score_gpt":0.20261580068263718,"score_spread":0.19145916041651895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117439174","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001187751,0.0046154335,0.0018284858,0.0002481801,0.00499667,0.0033221806,0.0026585262,0.007319075,0.9748927],"genre_scores_gemma":[0.007702138,0.0011560462,0.0015145434,0.00014158103,0.002232214,0.000026893793,0.00028528625,0.003808281,0.983133],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98644876,0.0018598583,0.0020569009,0.003600219,0.0026940294,0.0033402038],"domain_scores_gemma":[0.98871297,0.00040211668,0.003661007,0.0045175226,0.0009193944,0.0017869752],"candidate_categories":["metaepi_narrow","bibliometrics","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0017218022,0.0033100958,0.004163861,0.01787515,0.0010983208,0.0006230953,0.0059334743,0.0030364774,0.010666302],"category_scores_gemma":[0.00028384625,0.0037580107,0.0021278397,0.007993354,0.0007483453,0.00074769586,0.0021390135,0.003306554,0.028057082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004056076,0.00046275332,0.00082030246,0.0027743403,0.0025815577,0.004665523,0.00010262316,0.00006032267,0.00043141082,0.14052287,0.84579533,0.0013773589],"study_design_scores_gemma":[0.0043786243,0.00021838547,0.00028566865,0.009370256,0.0016452565,0.0005717482,0.0013773169,0.0000785091,0.00025257765,0.00009979083,0.9784208,0.0033010861],"about_ca_topic_score_codex":0.003277919,"about_ca_topic_score_gemma":0.0010423621,"teacher_disagreement_score":0.14042307,"about_ca_system_score_codex":0.0044726236,"about_ca_system_score_gemma":0.0023937055,"threshold_uncertainty_score":0.9994449},"labels":[],"label_agreement":null}]}