{"id":"W4320180315","doi":"10.46281/ijibfr.v11i1.1941","title":"MOTIVATION OF FIRMS TO ISSUE SUKUKS","year":2023,"lang":"en","type":"article","venue":"International Journal of Islamic Banking and Finance Research","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sukuk; Issuer; Bond; Business; Bond market; Financial crisis; Capital market; Financial system; Logistic regression; Coupon; Corporation; Monetary economics; Economics; Finance; Islamic finance; Islam","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001492259,0.0001325696,0.0002041299,0.0005616634,0.0009701767,0.002853872,0.0003449834,0.001125794,0.005886061],"category_scores_gemma":[0.01048867,0.0001389346,0.000125939,0.0005334723,0.0005731136,0.001073805,0.0008773935,0.001319289,0.0006684561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006400995,"about_ca_system_score_gemma":0.0008552192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001975523,"about_ca_topic_score_gemma":0.003435408,"domain_scores_codex":[0.998629,0.0003436689,0.0001064071,0.0001448679,0.0004083745,0.0003677909],"domain_scores_gemma":[0.9856252,0.00323714,0.007286899,0.000519971,0.001202397,0.002128403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002228074,0.0006994401,0.9168939,0.0001480194,0.0000816559,0.001393256,0.003088878,0.0004154656,0.003031529,0.01240916,0.00733265,0.05428327],"study_design_scores_gemma":[0.00003214286,0.0003377365,0.9616297,0.00008827018,0.00002269492,0.0006930756,0.009156881,0.000944793,0.001024639,0.00267129,0.02335178,0.0000470065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984663,0.0004161735,0.000299041,0.001622483,0.00003134612,0.00002880382,0.00006479679,0.00001268859,0.01286165],"genre_scores_gemma":[0.9963729,0.0001640311,0.0001242926,0.0002780008,0.00004418207,0.000005957377,0.00005983487,0.00000406364,0.002946696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005886061,"threshold_uncertainty_score":0.01969081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0410377662585653,"score_gpt":0.3313573515754086,"score_spread":0.2903195853168433,"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."}}