{"id":"W4416944273","doi":"10.21154/dialogia.v23i02.11208","title":"Rationality in Digital Da'wah","year":2025,"lang":"","type":"article","venue":"Dialogia","topic":"Islamic Finance and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialogic; Dialogical self; Rationality; Conversation; Credibility; Islam; Object (grammar); Critical discourse analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0006214402,0.0001043777,0.0001706682,0.00008803376,0.0003101509,0.0002577426,0.0005350524,0.0001688604,0.0001124884],"category_scores_gemma":[0.0005116528,0.0001171056,0.00006884318,0.0009243191,0.0003744958,0.0004989585,0.0001486296,0.000242808,0.0001673591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001899963,"about_ca_system_score_gemma":0.0006153915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209712,"about_ca_topic_score_gemma":0.00185776,"domain_scores_codex":[0.9988217,0.000140965,0.0003435465,0.0002331424,0.0001946467,0.0002659376],"domain_scores_gemma":[0.9991968,0.0002301824,0.00008816043,0.0003763684,0.00009007916,0.00001844652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001567494,0.0001771047,0.05620628,0.00001058111,0.000008530496,0.000001301602,0.004645066,0.0000100295,0.00001984808,0.8770242,0.001883547,0.05999788],"study_design_scores_gemma":[0.0005786969,0.00002992803,0.4592345,0.0001404178,0.00001332655,9.95969e-8,0.002197301,0.0002722,0.00005008427,0.4460438,0.09116478,0.0002748734],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4374315,0.0006513189,0.000262584,0.006955365,0.0009110173,0.0002902709,0.00002150574,0.0000288852,0.5534475],"genre_scores_gemma":[0.9939845,0.0004221935,0.00002881825,0.0004558036,0.00009502604,0.0000247574,0.00004294622,0.000003123146,0.004942793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.556553,"threshold_uncertainty_score":0.4775426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285786692022719,"score_gpt":0.3203295753900209,"score_spread":0.2974717084697937,"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."}}