{"id":"W7118009125","doi":"10.55549/epess.986","title":"A Bibliometric Review of Counselors’ Professional Competency Literature","year":2025,"lang":"","type":"article","venue":"The Eurasia Proceedings of Educational and Social Sciences","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lembaga Pengelola Dana Pendidikan","keywords":"Professional development; Professional association; Bibliometrics; Professional ethics; Scopus; Identity (music); Microsoft excel; Systematic review","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01514799,0.000970142,0.003652237,0.2723912,0.002582498,0.004624629,0.001253061,0.0009433657,0.00634537],"category_scores_gemma":[0.09726874,0.0006439369,0.002936818,0.3091198,0.001173742,0.00371326,0.002848251,0.0006623583,0.001036799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003789628,"about_ca_system_score_gemma":0.01703141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008731906,"about_ca_topic_score_gemma":0.01227034,"domain_scores_codex":[0.9762205,0.004775014,0.007632943,0.001527304,0.009227877,0.0006164121],"domain_scores_gemma":[0.8947076,0.07213132,0.01144272,0.003287265,0.01731033,0.001120805],"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":[0.0003308336,0.0001250792,0.1116809,0.2082392,0.004390115,0.001591792,0.006892962,0.00142482,0.002350239,0.007700576,0.03353982,0.6217337],"study_design_scores_gemma":[0.0001513726,0.000373423,0.517274,0.09548597,0.01591124,0.0037867,0.01358297,0.00322594,0.003924422,0.006854838,0.3391296,0.0002994955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2760403,0.5279326,0.009829587,0.005934855,0.0009641433,0.003500787,0.1132958,0.0009754674,0.06152651],"genre_scores_gemma":[0.5319245,0.3799303,0.02811845,0.0005027066,0.000778928,0.004314993,0.05018552,0.0001815414,0.004062957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7276088,"threshold_uncertainty_score":0.08011115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0388015221694167,"score_gpt":0.4027501228841385,"score_spread":0.3639486007147218,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}