{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"f290f3a2e000","filters":{"venue":"Psychology and Behavioral Sciences"}},"results":[{"id":"W4410873931","doi":"10.11648/j.pbs.20251403.11","title":"Conflict and Harmony in Work and Family: A Bibliometric Perspective on Work-life Balance","year":2025,"lang":"en","type":"article","venue":"Psychology and Behavioral Sciences","topic":"Work-Family Balance Challenges","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":"Harmony (color); Psychology; Perspective (graphical); Work–life balance; Work–family conflict; Work (physics); Balance (ability); Social psychology; Artificial intelligence","authors":[{"name":"Diana Pramudya Wardhani","is_ca":false},{"name":"Achmad Sudiro","is_ca":false},{"name":"Dodi Wirawan Irawanto","is_ca":false},{"name":"Djumilah Hadiwidjojo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1174841746339511,"gpt":0.4454286465672186,"spread":0.3279444719332675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011996,0.0001513629,0.0002494914,0.003694136,0.0005237054,0.0001561408,0.0002682432,0.0001894046,0.00002955854],"category_scores_gemma":[0.0001433471,0.0001306061,0.00002111558,0.01832043,0.002821147,0.0002202869,0.00007533795,0.0002664113,0.000004266368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004235643,"about_ca_system_score_gemma":0.00007593335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007713907,"about_ca_topic_score_gemma":0.00053849,"domain_scores_codex":[0.9982526,0.0002142009,0.000174452,0.0006646241,0.0002448334,0.000449258],"domain_scores_gemma":[0.99935,0.0002759711,0.00006492886,0.0001165787,0.00004956658,0.0001429763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005098088,0.0001119156,0.9731733,0.000002153095,0.00000339701,0.000005058119,0.003191396,2.99722e-7,0.00002716663,0.003863947,0.001799725,0.01777062],"study_design_scores_gemma":[0.000435311,0.0001501244,0.9863779,0.00006068197,0.00001000237,7.114519e-7,0.007207919,5.087273e-7,0.000001987286,0.001531892,0.004076893,0.0001460571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470538,0.0216542,0.00000464043,0.009537522,0.0003837645,0.0002237602,0.000002429269,0.00004528561,0.0210946],"genre_scores_gemma":[0.9855536,0.01244951,0.0001286231,0.001473385,0.00004181826,0.00002953244,2.741203e-7,0.000003622418,0.0003196922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03849974,"threshold_uncertainty_score":0.9998926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387121385","doi":"10.11648/j.pbs.20231205.11","title":"Predicting Marital Conflicts Based on Emotional Ataxia with the Intermediary Variable of Couples&amp;apos; Psychological Toughness","year":2023,"lang":"en","type":"article","venue":"Psychology and Behavioral Sciences","topic":"Problem Solving Skills Development","field":"Health Professions","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":"Psychology; Mediation; Statistical population; Population; Descriptive statistics; Regression analysis; Clinical psychology; Social psychology; Statistics; Demography; Mathematics","authors":[{"name":"Ali Mohammad Rezaie","is_ca":false},{"name":"Mohammad Amin Keshavarzi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2693890865167493,"gpt":0.5100618399289025,"spread":0.2406727534121532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001682789,0.0001425752,0.0002008534,0.0001232481,0.0009154079,0.0000141516,0.0003900825,0.0001835867,0.0004259494],"category_scores_gemma":[0.00009476295,0.00008029727,0.0000233996,0.000682968,0.001353207,0.00009066854,0.0001184167,0.0004759184,0.00005998187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002335951,"about_ca_system_score_gemma":0.0001208433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000115554,"about_ca_topic_score_gemma":0.0001864175,"domain_scores_codex":[0.9980571,0.0003195554,0.0003232245,0.0004549769,0.0003625584,0.0004825626],"domain_scores_gemma":[0.998708,0.0007143777,0.0001878593,0.000219658,0.0000824386,0.00008771409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001158434,0.0002117867,0.9923774,0.0000234549,0.000005852249,0.00000666869,0.0009111191,0.00003378487,0.0005449646,0.0005854493,0.003428682,0.001755022],"study_design_scores_gemma":[0.0007629672,0.0006659227,0.9948345,0.0002238153,0.00001602552,0.00001014374,0.0003265001,0.0002153148,0.000008499053,0.0004092692,0.002396834,0.0001301844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918528,0.00003635236,0.0002582478,0.003653898,0.0007569239,0.0003963902,0.00003440943,0.00009579529,0.002915191],"genre_scores_gemma":[0.9955415,0.00002396836,0.001984873,0.00181919,0.00006568179,0.0001108467,0.00003231984,0.000007902012,0.0004136818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003688745,"threshold_uncertainty_score":0.704067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}