{"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":"80f9f5f07b92","filters":{"venue":"Psychological Counseling and Psychotherapy"}},"results":[{"id":"W4407039264","doi":"10.26565/2410-1249-2024-21-05","title":"Status and Problems of Counseling Psychology in the Modern World and Ukraine","year":2024,"lang":"en","type":"article","venue":"Psychological Counseling and Psychotherapy","topic":"Educational Methods and Teacher Development","field":"Computer Science","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":"Psychology; Applied psychology; Social psychology; Engineering ethics; Social science; Sociology; Engineering","authors":[{"name":"Aleksandr F Bondarenko","is_ca":false},{"name":"Nataliia Kucherovska","is_ca":false},{"name":"Svitlana L. Fedko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07477435459287973,"gpt":0.3915820505629086,"spread":0.3168076959700289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003462559,0.0001285577,0.000385475,0.003651191,0.004319999,0.00408353,0.0004103854,0.0008189908,0.001283682],"category_scores_gemma":[0.003982068,0.0001661579,0.0002441893,0.005138853,0.003249903,0.001861507,0.003294103,0.0009952157,0.0001279126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005510891,"about_ca_system_score_gemma":0.0124794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284293,"about_ca_topic_score_gemma":0.01163001,"domain_scores_codex":[0.9968467,0.001507055,0.0003006216,0.0002360207,0.000716834,0.0003927121],"domain_scores_gemma":[0.9971873,0.00111012,0.0006185382,0.0001456872,0.0006076358,0.0003307306],"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":[0.000148318,0.000243834,0.1361756,0.002459705,0.0001176903,0.001505108,0.07589277,0.001039788,0.0009916991,0.1217195,0.005688265,0.6540177],"study_design_scores_gemma":[0.00001577395,0.0002854413,0.5217088,0.004308253,0.0001077143,0.003113753,0.1404118,0.0008273324,0.0006337331,0.03237218,0.2961197,0.00009551411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5931613,0.3004818,0.002272613,0.02944697,0.0005168387,0.00006192797,0.0001889198,0.0001088465,0.07376085],"genre_scores_gemma":[0.9609457,0.0332066,0.001796297,0.001751245,0.0001126682,0.00003617739,0.00006955037,0.00001156614,0.002070178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01284293,"threshold_uncertainty_score":0.03998452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390330522","doi":"10.26565/2410-1249-2023-20-03","title":"Dignity Therapy as a Method of Palliative Psychological Assistance","year":2023,"lang":"en","type":"article","venue":"Psychological Counseling and Psychotherapy","topic":"Patient Dignity and Privacy","field":"Medicine","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":"Dignity; Generativity; Feeling; Psychology; Personhood; Psychotherapist; Palliative care; Thematic analysis; Intervention (counseling); Social psychology; Nursing; Medicine; Qualitative research; Sociology; Epistemology; Psychiatry; Social science","authors":[{"name":"Oxana Bayer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1532501529105693,"gpt":0.4611013324597672,"spread":0.3078511795491979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001368797,0.0002942653,0.0002246394,0.0008568194,0.001570708,0.001122658,0.0007402897,0.0004628082,0.003390837],"category_scores_gemma":[0.001473786,0.0001163301,0.0002894767,0.000463616,0.002914504,0.000897897,0.002907737,0.0008223679,0.0004397702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001511654,"about_ca_system_score_gemma":0.002502875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007704194,"about_ca_topic_score_gemma":0.001473366,"domain_scores_codex":[0.9985548,0.001078167,0.00004456979,0.00007935186,0.0001670307,0.00007622597],"domain_scores_gemma":[0.9997067,0.0001453265,0.00002055968,0.00004069842,0.00002987823,0.00005671979],"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":[0.0002980508,0.0009721618,0.00196587,0.001947843,0.00002021157,0.001712203,0.08025263,0.0006711269,0.008253384,0.09247617,0.004863448,0.8065668],"study_design_scores_gemma":[0.0003242799,0.003033911,0.01797661,0.003328461,0.00009072915,0.01289934,0.05424634,0.00200564,0.01355723,0.06477526,0.8276362,0.0001260932],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3513524,0.03076888,0.3851364,0.00851888,0.001794175,0.009358985,0.0002293142,0.0008624087,0.2119786],"genre_scores_gemma":[0.7190786,0.009257397,0.2295261,0.001216226,0.0001387343,0.005668948,0.0001418802,0.00008514401,0.03488695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003390837,"threshold_uncertainty_score":0.01134354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}