{"id":"W4412899612","doi":"10.22373/jiif.v25i1.28991","title":"THE ADAPTATION OF CYBER SALAFISM DAʿWAH IN HADĪTH AḤKĀM LITERATURE: ANALYZING ʿUMDAT AL-AḤKĀM SERMONS ON THE YUFID CHANNEL","year":2025,"lang":"id","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Adaptation (eye); Channel (broadcasting); Theology; Physics; Computer science; Philosophy; Telecommunications; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005165224,0.0004888262,0.001030483,0.0009342579,0.002492491,0.001581493,0.003938438,0.0002495926,0.0009190737],"category_scores_gemma":[0.00115797,0.0003347426,0.0004481083,0.003735748,0.001224547,0.001269138,0.0009823511,0.001120865,0.00001706594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005080309,"about_ca_system_score_gemma":0.0005522586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094723,"about_ca_topic_score_gemma":0.01234774,"domain_scores_codex":[0.9944848,0.001532819,0.001412609,0.0006358215,0.001166451,0.0007675073],"domain_scores_gemma":[0.9946003,0.002325687,0.001545372,0.0007665954,0.000633299,0.0001287695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001160501,0.001292307,0.06706425,0.0003745111,0.002345642,0.0001058,0.1129539,0.001229107,0.006566441,0.05722024,0.6966024,0.05308489],"study_design_scores_gemma":[0.001513377,0.00006006148,0.5025513,0.006592033,0.0005329187,0.000003444764,0.03274055,0.001024384,0.001544273,0.0173988,0.4348755,0.001163373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4688116,0.3264509,0.0001948771,0.03549389,0.008923326,0.002984224,0.0002158557,0.00005902117,0.1568663],"genre_scores_gemma":[0.888097,0.1017575,0.00001563557,0.001362672,0.000290645,0.00007303217,0.00001027851,0.00004118257,0.008352053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4354871,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.169387921326254,"score_gpt":0.501678719335485,"score_spread":0.332290798009231,"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."}}