{"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":"017967887ec3","filters":{"venue":"Counseling Psychology and Psychotherapy"}},"results":[{"id":"W2731557852","doi":"10.17759/cpp.2017250203","title":"Professionalization Of Empathy And Predictors Of Helping Professionals’ Burnout","year":2017,"lang":"en","type":"article","venue":"Counseling Psychology and Psychotherapy","topic":"Empathy and Medical Education","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Burnout; Empathy; Personal distress; Interpersonal Reactivity Index; Psychology; Empathic concern; Alexithymia; Clinical psychology; Emotional intelligence; Emotional exhaustion; Distress; Social psychology; Perspective-taking","authors":[{"name":"T.D. Karyagina","is_ca":false},{"name":"Н. В. Кухтова","is_ca":false},{"name":"Наталья Ивановна Олифирович","is_ca":false},{"name":"L.G. Shermazanyan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03071826950917799,"gpt":0.3996208223636583,"spread":0.3689025528544803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005246006,0.0001026292,0.0002730794,0.00008505063,0.0001779865,0.00000531495,0.00008089221,0.0001988668,0.00007619346],"category_scores_gemma":[0.00006383903,0.00007979195,0.00003504022,0.00004565397,0.0003721646,0.00007082668,0.0000034739,0.0001599839,7.831156e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002476878,"about_ca_system_score_gemma":0.00007140532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005365084,"about_ca_topic_score_gemma":0.00000198309,"domain_scores_codex":[0.9991211,0.00005606275,0.0003135258,0.0002290553,0.0001603008,0.0001199651],"domain_scores_gemma":[0.9990306,0.00007038048,0.0003273161,0.0003348269,0.0001399153,0.00009689658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005107355,0.002864117,0.4657264,0.001973773,0.000525355,0.000009455689,0.3126753,9.939652e-7,0.05338609,0.003410767,0.007211633,0.1471087],"study_design_scores_gemma":[0.009308127,0.001454085,0.9442401,0.00419378,0.0001600757,0.0001249312,0.00535619,0.0001251376,0.003173477,0.0176188,0.0139244,0.0003209212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872779,0.006606288,0.0009385233,0.003162203,0.001115554,0.0002910211,0.000004879687,0.00001385368,0.0005898176],"genre_scores_gemma":[0.9804651,0.01697675,0.0005120751,0.001425882,0.0001894806,0.00001739635,0.00001247435,0.00001329179,0.0003875731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4785136,"threshold_uncertainty_score":0.3253821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3177123131","doi":"10.17759/cpp.2021290202","title":"Mental Health and Professional Burnout among Residents During the Covid-19 Pandemic: Situational and Psychological Factors","year":2021,"lang":"en","type":"article","venue":"Counseling Psychology and Psychotherapy","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Burnout; Depersonalization; Psychology; Mental health; Loneliness; Emotional exhaustion; Anxiety; Clinical psychology; Psychiatry; Depression (economics); Distress; Somatization; Beck Depression Inventory","authors":[{"name":"А.Б. Холмогорова","is_ca":false},{"name":"A.A. Rakhmanina","is_ca":false},{"name":"A.Y. Suroegina","is_ca":false},{"name":"O.Y. Mikita","is_ca":false},{"name":"С. С. Петриков","is_ca":false},{"name":"A.P. Roy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.13073611912482,"gpt":0.4997503846376387,"spread":0.3690142655128187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00179834,0.0003562109,0.0005025578,0.000119549,0.004101735,0.00003743932,0.000196416,0.0005887609,0.0007594811],"category_scores_gemma":[0.0001195603,0.0002364614,0.0000646843,0.0002196035,0.000566836,0.0001345395,0.00004077165,0.001462963,0.0000123614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006184427,"about_ca_system_score_gemma":0.0004291697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001203533,"about_ca_topic_score_gemma":0.0004953095,"domain_scores_codex":[0.9949809,0.002035177,0.0008474259,0.0009727572,0.0004006126,0.0007631597],"domain_scores_gemma":[0.9971113,0.001153567,0.000399157,0.0004119236,0.0001473915,0.0007766529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007296632,0.0002013944,0.9545949,0.0002592699,0.00006985501,0.00001243852,0.02697685,4.308582e-7,0.0006113129,0.0007347746,0.01061435,0.005194738],"study_design_scores_gemma":[0.00487198,0.0002167627,0.9131838,0.0007973337,0.000009734302,0.0002234411,0.005451653,0.00002123867,0.000002020538,0.0139909,0.06086536,0.000365781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915481,0.04012269,0.0003272147,0.04073949,0.002139651,0.0008349355,0.00009806461,0.0001043425,0.0001526145],"genre_scores_gemma":[0.7214601,0.1976656,0.0003339533,0.07659608,0.0005621638,0.0001938957,0.000143464,0.00005337903,0.002991309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1940209,"threshold_uncertainty_score":0.9971948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2761006882","doi":"10.17759/cpp.2017250312","title":"World Psychology And Pedagogy In Search Of The Developmental Theory Relevant To Modern Challenges: Forward To Vygotsky","year":2017,"lang":"en","type":"article","venue":"Counseling Psychology and Psychotherapy","topic":"Psychology of Development and Education","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology; Cognitive science; Epistemology; Philosophy","authors":[{"name":"V.K. Zaretsky","is_ca":false},{"name":"А.Б. Холмогорова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07684867953268687,"gpt":0.431148530492294,"spread":0.3542998509596071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002373131,0.0004232238,0.0005811361,0.0006907097,0.0005170131,0.00005003278,0.001119536,0.0004206295,0.000408056],"category_scores_gemma":[0.00004592944,0.0003617916,0.00008519563,0.0003079594,0.0006465805,0.0001211321,0.00004850324,0.0006011807,0.0001357647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002483343,"about_ca_system_score_gemma":0.00008339867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003611475,"about_ca_topic_score_gemma":0.0009263572,"domain_scores_codex":[0.9964487,0.0004933595,0.0007231172,0.001280535,0.000238831,0.0008154373],"domain_scores_gemma":[0.9977109,0.0002787645,0.0002581173,0.001384844,0.0001017147,0.0002656709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004748077,0.0008313963,0.07935049,0.00004777812,0.0003547125,0.0000175025,0.139801,0.000003661661,0.005091496,0.014878,0.01434151,0.7405344],"study_design_scores_gemma":[0.003637706,0.0003995729,0.8141276,0.000187625,0.00002077847,0.0001600382,0.001339911,0.000003951199,0.00007118942,0.06844763,0.111046,0.0005579807],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133794,0.01096753,0.002410372,0.04174253,0.004577629,0.001011852,0.00001156518,0.00004729377,0.02585188],"genre_scores_gemma":[0.9603407,0.014903,0.002872826,0.01687524,0.0002367087,0.0002675281,0.000003976716,0.00008590511,0.004414081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7399764,"threshold_uncertainty_score":0.9998834,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386932585","doi":"10.17759/cpp.2023310207","title":"Typification of Fixations of Oculomotor Reactions in the Perception of Addictively Significant Stimuli by Patients with Alcohol Dependence","year":2023,"lang":"en","type":"article","venue":"Counseling Psychology and Psychotherapy","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Neurocognitive; Psychology; Perception; Alcohol dependence; Cognition; Audiology; Alcohol; Medicine; Psychiatry; Chemistry; Neuroscience","authors":[{"name":"Vera B. Nikishina","is_ca":false},{"name":"Ekaterina A. Petrash","is_ca":false},{"name":"С. Л. Борисова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04619374580333005,"gpt":0.3365057798223356,"spread":0.2903120340190056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000173762,0.00008385191,0.0001276608,0.00009983099,0.0000625219,0.000003769335,0.0001340397,0.00006497352,0.00004149228],"category_scores_gemma":[0.00002316749,0.000055423,0.0000261009,0.0004577091,0.0002206078,0.00005472435,0.000001160798,0.00009509255,0.000003893178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002151467,"about_ca_system_score_gemma":0.00000757602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001414129,"about_ca_topic_score_gemma":0.000003940477,"domain_scores_codex":[0.9990649,0.0001692561,0.0002449586,0.0002601657,0.0001558489,0.0001049203],"domain_scores_gemma":[0.9992373,0.0002997555,0.0001972799,0.0001956229,0.00005348595,0.0000165501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002521268,0.003662589,0.2030308,0.00004420105,0.0000513179,0.000002702956,0.006540726,0.0001905004,0.7528443,0.001347992,0.001724473,0.02803908],"study_design_scores_gemma":[0.003259411,0.00156932,0.9822729,0.00004359931,0.00002217624,0.000001945941,0.0001959241,0.0002146387,0.002128539,0.00914727,0.001014021,0.000130283],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975575,0.00006395571,0.00121792,0.0003943391,0.00006118728,0.0003644103,0.000102811,0.00001441084,0.0002234832],"genre_scores_gemma":[0.995609,0.00385189,0.00005807583,0.000388462,0.00000381115,0.00004474258,0.00001611664,0.00000720488,0.00002062517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7792421,"threshold_uncertainty_score":0.2260084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125648803","doi":"10.17759/cpp.2025330407","title":"Communication dysfunctions in the parental family as a factor in eating disorders and emotional self-regulation in adults suffering from obesity","year":2025,"lang":"","type":"article","venue":"Counseling Psychology and Psychotherapy","topic":"Eating Disorders and Behaviors","field":"Psychology","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":"Alexithymia; Obesity; Eating disorders; Emotional eating; Toronto Alexithymia Scale; Depression (economics); Coping (psychology)","authors":[{"name":"E. D. Flitman","is_ca":false},{"name":"A.B. Kholmogorova","is_ca":false},{"name":"OV Vasyukova","is_ca":false},{"name":"L.N. Yakubova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01430457876166927,"gpt":0.3248614747088661,"spread":0.3105568959471968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009590973,0.0004440398,0.0004923033,0.0006187945,0.0004213959,0.0001051873,0.0003972728,0.0006525828,0.0002703154],"category_scores_gemma":[0.00001477778,0.0004384466,0.00008301513,0.000937749,0.000323697,0.0001624714,0.00001389348,0.001162022,0.000009638242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005236249,"about_ca_system_score_gemma":0.00005431428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003506416,"about_ca_topic_score_gemma":0.0164862,"domain_scores_codex":[0.9962208,0.001096461,0.0009607633,0.001013786,0.0001972082,0.0005109893],"domain_scores_gemma":[0.9981788,0.0007756811,0.0002538484,0.0006972122,0.00004077865,0.00005368226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009613409,0.002374537,0.8977016,0.00004074944,0.00006529644,0.000003262038,0.05777198,0.0000386809,0.0002202891,0.001090663,0.0001428152,0.03958884],"study_design_scores_gemma":[0.007292441,0.0002822226,0.9490708,0.001142274,0.00002483234,0.00000639117,0.005904672,0.0009200342,5.184183e-7,0.03383002,0.001174117,0.0003516933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686025,0.02472124,0.0006291206,0.002340775,0.001041904,0.001037215,0.00003189227,0.00004495968,0.0015504],"genre_scores_gemma":[0.9395885,0.05759253,0.0002864116,0.002148157,0.00004930434,0.0001659586,0.00008574486,0.00002971605,0.00005365909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05186731,"threshold_uncertainty_score":0.9998067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}