{"id":"W4416063431","doi":"10.35631/ijepc.1059032","title":"THE EFFECTIVENESS OF FASTING IN MANAGING SEXUAL DESIRE: A BIBLIOMETRIC ANALYSIS FROM AN ISLAMIC PERSPECTIVE (2015–2024)","year":2025,"lang":"","type":"article","venue":"International Journal of Education Psychology and Counseling","topic":"Dietary Effects on Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scopus; Islam; Perspective (graphical); Inclusion (mineral); Subject (documents); English language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.007053264,0.0002282746,0.0006640603,0.04045177,0.000144933,0.0001085883,0.0005297113,0.0001723028,0.00005658101],"category_scores_gemma":[0.001829707,0.0001959716,0.0001543568,0.02696654,0.0002395014,0.0003882628,0.00003884455,0.0007961564,0.000001990467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004447433,"about_ca_system_score_gemma":0.001298682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009540123,"about_ca_topic_score_gemma":0.0001639399,"domain_scores_codex":[0.9958763,0.001526829,0.001293706,0.0004423725,0.0005856202,0.000275178],"domain_scores_gemma":[0.9909701,0.004932347,0.001053287,0.0002925837,0.002651603,0.0001000868],"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":[0.01058185,0.002949353,0.4717083,0.0003250321,0.0100709,0.00007656492,0.006007464,0.001843152,0.004027126,0.007391556,0.0001954048,0.4848233],"study_design_scores_gemma":[0.002473122,0.0007148467,0.9381573,0.001474292,0.001630917,0.00008385376,0.01401481,0.004432115,0.00008512248,0.03669368,0.00008534195,0.0001546681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9236212,0.04705047,0.01521902,0.003973792,0.008762865,0.0003042684,0.00001243422,0.000004781573,0.00105119],"genre_scores_gemma":[0.9884492,0.009730234,0.0004678581,0.0007688385,0.0004613389,0.00001081938,0.0000140336,0.00001345716,0.00008418738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4846686,"threshold_uncertainty_score":0.9937158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187665553425223,"score_gpt":0.4303481525570301,"score_spread":0.4115815972145078,"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."}}