{"id":"W4405727803","doi":"10.18613/deudfd.1491419","title":"ALEKSİTİMİ VE BAZI DEMOGRAFİK DEĞİŞKENLERİN KAYGI, DEPRESYON, SOSYAL İZOLASYON VE SOMATİZASYONA ETKİSİ: DENİZCİLER ÖRNEĞİ","year":2024,"lang":"tr","type":"article","venue":"Dokuz Eylül Üniversitesi Denizcilik Fakültesi Dergisi","topic":"Gender Studies and Social Issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002152558,0.002577237,0.002638937,0.001249869,0.006419846,0.00352857,0.00374166,0.002338715,0.004658497],"category_scores_gemma":[0.0007407915,0.002912194,0.002226314,0.004470955,0.002511455,0.003460279,0.001954766,0.002476302,0.006094014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001903534,"about_ca_system_score_gemma":0.001667031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007790536,"about_ca_topic_score_gemma":0.01411797,"domain_scores_codex":[0.9831031,0.001742964,0.002145696,0.004341089,0.004018752,0.004648386],"domain_scores_gemma":[0.9917205,0.001950168,0.0007913528,0.001855952,0.001442545,0.002239484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001035943,0.002976612,0.05261915,0.00235462,0.008399808,0.007448475,0.440329,0.0004905819,0.002452233,0.06915072,0.329144,0.08359887],"study_design_scores_gemma":[0.00450498,0.001511921,0.03403503,0.001413728,0.004686666,0.0001892449,0.2525824,0.002741023,0.001556974,0.009474005,0.679611,0.007693084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7312744,0.09620842,0.001916917,0.009161115,0.01536815,0.004439217,0.001244836,0.00399125,0.1363958],"genre_scores_gemma":[0.9411975,0.008286512,0.002162434,0.0009955199,0.003991455,0.0001177826,0.0003018475,0.0004620221,0.04248494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.350467,"threshold_uncertainty_score":0.999825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108192993149914,"score_gpt":0.2790467066541468,"score_spread":0.2579647767226477,"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."}}