{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"ac80059766f9","filters":{"venue":"Korean Journal of Stress Research"}},"results":[{"id":"W2997208674","doi":"10.17547/kjsr.2019.27.4.380","title":"A Study of Factor Structure of the Korean Version of the 20-Item Toronto Alexithymia Scale","year":2019,"lang":"en","type":"article","venue":"Korean Journal of Stress Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Chung-Ang University","keywords":"Alexithymia; Toronto Alexithymia Scale; Psychology; Scale (ratio); Reliability (semiconductor); Factor analysis; Measurement invariance; Confirmatory factor analysis; Factor (programming language); Structural equation modeling; Statistics; Clinical psychology; Mathematics; Computer science; Geography; Cartography; Physics","authors":[{"name":"Sojin Yun","is_ca":false},{"name":"Jaeeun Shin","is_ca":false},{"name":"Taehun Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03048568135961366,"gpt":0.3418190294082988,"spread":0.3113333480486852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00418372,0.000367237,0.0002961505,0.001542152,0.0004109633,0.0006596033,0.0002979343,0.0001787037,0.001624759],"category_scores_gemma":[0.01019835,0.0001361129,0.0009135468,0.001344727,0.000521964,0.0007778073,0.0004813661,0.0003833981,0.0001539154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009231164,"about_ca_system_score_gemma":0.001483974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004906416,"about_ca_topic_score_gemma":0.006432367,"domain_scores_codex":[0.9982556,0.0005155859,0.0002362903,0.0002315926,0.0006603885,0.0001005523],"domain_scores_gemma":[0.9951385,0.001583347,0.001007805,0.0002726376,0.001771697,0.0002260114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001460639,0.00008531154,0.9231209,0.0001840611,0.000348127,0.00009795374,0.002999279,0.0004131249,0.001616929,0.001543649,0.00131507,0.06812961],"study_design_scores_gemma":[0.00002986875,0.000238881,0.9890102,0.0001560758,0.0001737744,0.000243003,0.002917461,0.002592954,0.0006811431,0.0008174559,0.003107873,0.00003146317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945552,0.0004241355,0.002098778,0.0001911064,0.00005065762,0.00008084626,0.0003635347,0.00001726986,0.002218484],"genre_scores_gemma":[0.9966938,0.0002127412,0.002299997,0.00002500482,0.00001315439,0.0000819922,0.0004829273,0.000006801862,0.0001835438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004906416,"threshold_uncertainty_score":0.0221259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221006511","doi":"10.17547/kjsr.2022.30.1.22","title":"Identification and Characterization of Alexithymia Subgroups by Latent Profile Analysis of TAS-20K","year":2022,"lang":"en","type":"article","venue":"Korean Journal of Stress Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Psychology; Toronto Alexithymia Scale; Feeling; Anxiety; Clinical psychology; Latent class model; Depression (economics); Psychiatry; Social psychology","authors":[{"name":"Jaeeun Shin","is_ca":false},{"name":"Sojin Yun","is_ca":false},{"name":"Taehun Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03380989997359209,"gpt":0.3356536374998412,"spread":0.3018437375262491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001709748,0.0004291625,0.0004071918,0.002217971,0.0005298364,0.001160436,0.0002885311,0.0002454788,0.001494702],"category_scores_gemma":[0.004142609,0.0001452473,0.001108988,0.001229692,0.0003679468,0.000545941,0.001000303,0.0005049505,0.00018853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000515488,"about_ca_system_score_gemma":0.0007547695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470542,"about_ca_topic_score_gemma":0.00215922,"domain_scores_codex":[0.9989371,0.0003168221,0.0002031343,0.0001330288,0.0002491304,0.0001607632],"domain_scores_gemma":[0.9981128,0.0003605424,0.0007647421,0.0001882653,0.0003624818,0.0002112061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000237177,0.0001305758,0.9775569,0.0000350635,0.0001207948,0.00005678421,0.0009635541,0.0001732282,0.001841262,0.0002587367,0.0001332333,0.0184928],"study_design_scores_gemma":[0.00002145013,0.000215164,0.9928455,0.00002241464,0.00006225915,0.0002284528,0.001556632,0.003445338,0.0005317895,0.0007707936,0.0002849313,0.00001543973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973089,0.00003865992,0.001839447,0.00003198522,0.000004266974,0.00007661033,0.0001298224,0.000009010228,0.0005613776],"genre_scores_gemma":[0.9980362,0.00002080962,0.001455223,0.000004815371,0.000002995086,0.00007155506,0.0003208212,0.000003000066,0.00008464762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002217971,"threshold_uncertainty_score":0.009042084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203508202","doi":"10.17547/kjsr.2021.29.3.187","title":"Meta-Analysis of Correlations among the Subfactors of the 20-Item Toronto Alexithymia Scale","year":2021,"lang":"en","type":"article","venue":"Korean Journal of Stress Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Chung-Ang University","keywords":"Alexithymia; Scale (ratio); Psychology; Statistics; Mathematics; Clinical psychology; Geography; Cartography","authors":[{"name":"Minseong Jeon","is_ca":false},{"name":"Jaeeun Shin","is_ca":false},{"name":"Taehun Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1247825609448626,"gpt":0.3833928236351414,"spread":0.2586102626902788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0169794,0.003042003,0.01164085,0.003799654,0.001002047,0.003380353,0.002116336,0.00173219,0.002122528],"category_scores_gemma":[0.0305276,0.001781122,0.03687714,0.004854042,0.0009049351,0.001723247,0.001737856,0.001840487,0.0003001796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484024,"about_ca_system_score_gemma":0.001794768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005074059,"about_ca_topic_score_gemma":0.0116333,"domain_scores_codex":[0.9869694,0.005468553,0.003307317,0.002246993,0.001708335,0.00029943],"domain_scores_gemma":[0.9750394,0.01696253,0.002999692,0.002740247,0.001963026,0.0002951099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002914451,0.00004266419,0.02522626,0.01008842,0.9550664,0.00006857279,0.0001065835,0.0002670011,0.0003082909,0.0000866804,0.0002633567,0.005561427],"study_design_scores_gemma":[0.0006027736,0.0002192542,0.02024181,0.0008304765,0.9767212,0.00007946253,0.00005895942,0.000232541,0.0001782784,0.0001723738,0.0006338239,0.00002899986],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1240682,0.8669611,0.004192377,0.0004985358,0.001258127,0.0003672882,0.001590007,0.0001161846,0.0009481068],"genre_scores_gemma":[0.8861713,0.1040385,0.004885786,0.000879871,0.0005202395,0.0005932195,0.00210735,0.000111839,0.000691785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0169794,"threshold_uncertainty_score":0.08979678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809502321","doi":"","title":"Mental Health Status of Korean Immigrants in Canada","year":2010,"lang":"en","type":"article","venue":"Korean Journal of Stress Research","topic":"Psychosocial Factors Impacting Youth","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Mental health; Psychology; Demographic economics; Political science; Gerontology; Environmental health; Medicine; Psychiatry; Economics","authors":[{"name":"Jeongyee Bae","is_ca":false},{"name":"Youngsuk Park","is_ca":false},{"name":"Yoonjung Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07248781894063093,"gpt":0.4286542321091064,"spread":0.3561664131684755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000239929,0.00026028,0.0002901257,0.001238745,0.003659318,0.001374449,0.0006292025,0.0004734076,0.00249616],"category_scores_gemma":[0.0008290613,0.0002279796,0.0004224259,0.00270936,0.0006468511,0.0004657038,0.001042011,0.0009722002,0.000274689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01016684,"about_ca_system_score_gemma":0.0159182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9684547,"about_ca_topic_score_gemma":0.9864552,"domain_scores_codex":[0.9995419,0.00003021386,0.0000294852,0.00003980899,0.00006894513,0.0002896664],"domain_scores_gemma":[0.9990377,0.00002606971,0.000126528,0.00001081839,0.0003126737,0.0004862431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005851128,0.00009370241,0.9943903,0.00001397353,0.00001924943,0.000294514,0.002466568,0.00001887981,0.0001562991,0.00007697253,0.0005229182,0.001888066],"study_design_scores_gemma":[0.000005965128,0.00003999758,0.9773645,0.00002629572,0.00001644929,0.00009833845,0.02153059,0.00005450185,0.00003577957,0.00002062094,0.0007948371,0.00001216731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980197,0.0001175159,0.000008281747,0.0002019507,0.000008764904,0.00001199529,0.0005086335,0.000001350247,0.001121816],"genre_scores_gemma":[0.9980032,0.0002292052,0.00002754743,0.0001355061,0.000004367907,0.000009502122,0.0004343899,0.000001591393,0.001154598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03154534,"threshold_uncertainty_score":0.07376593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809447881","doi":"","title":"Factors Influencing Quality of Life among Korean Immigrants in Canada","year":2010,"lang":"en","type":"article","venue":"Korean Journal of Stress Research","topic":"Psychosocial Factors Impacting Youth","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Quality of life (healthcare); Psychology; Quality (philosophy); Demographic economics; Gerontology; Demography; Geography; Medicine; Sociology; Economics","authors":[{"name":"Yoonjung Kim","is_ca":false},{"name":"Jeongyee Bae","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1436238978710025,"gpt":0.4274124251539203,"spread":0.2837885272829178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003151111,0.0002627997,0.00030952,0.001149818,0.004290434,0.001861975,0.0006738739,0.000412736,0.001922889],"category_scores_gemma":[0.001244258,0.0002106365,0.0004597282,0.002435671,0.0007800263,0.000397878,0.0009937647,0.001143586,0.0001753915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01107837,"about_ca_system_score_gemma":0.01663006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9552968,"about_ca_topic_score_gemma":0.9819363,"domain_scores_codex":[0.9994425,0.00004791893,0.00003441742,0.00003787353,0.00008874908,0.000348452],"domain_scores_gemma":[0.9987135,0.00004746909,0.000191127,0.00001630143,0.0003624823,0.000669131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005037771,0.00006998449,0.9950884,0.000009418524,0.00002152353,0.0001827077,0.002266914,0.00002050956,0.00009497879,0.00006073496,0.0003426865,0.001791745],"study_design_scores_gemma":[0.000005215411,0.0000328135,0.9781944,0.00002527649,0.00001645485,0.00006858632,0.02088233,0.00006761501,0.00003206055,0.00002230312,0.0006411204,0.00001169829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984697,0.0001379146,0.000009544763,0.0001758021,0.0000082578,0.00001121622,0.0002502198,0.000001252343,0.0009362227],"genre_scores_gemma":[0.9988551,0.0001778684,0.00002814048,0.00008131265,0.000003312224,0.000007007754,0.0002469473,0.000001687737,0.0005986101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04470325,"threshold_uncertainty_score":0.08993298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}