{"id":"W4407613112","doi":"10.21608/jpd.2025.410739","title":"Economic Analysis Of The Activity Of The Kuwait Development Fund","year":2025,"lang":"en","type":"article","venue":"Journal of Productivity and Development","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Council of Ministers of Education","funders":"","keywords":"Business; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008626015,0.0001116862,0.0003721585,0.0002639926,0.0002491041,0.00003034085,0.0002484417,0.00003117731,0.000009174301],"category_scores_gemma":[0.00008741258,0.00006277869,0.0001180942,0.0005947453,0.0001174051,0.000283983,0.0003378159,0.0001258274,8.384071e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007708283,"about_ca_system_score_gemma":0.0002966246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004531033,"about_ca_topic_score_gemma":0.0004216659,"domain_scores_codex":[0.9990944,0.00001804615,0.0004268047,0.0001379796,0.0002033267,0.0001194239],"domain_scores_gemma":[0.998814,0.00003733953,0.0008015609,0.000174922,0.0001701742,0.000002006935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001527974,0.0003878549,0.8082666,0.0005603893,0.00330292,0.000001013973,0.001707562,0.0009766414,0.002520918,0.007020718,0.001610928,0.1734916],"study_design_scores_gemma":[0.0001898234,0.000003229492,0.9638229,0.000123627,0.000285915,7.079233e-7,0.00006642614,0.00002490717,0.01485208,0.0004959163,0.02006063,0.00007385682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965547,0.0001657058,0.0001820186,0.001671062,0.0005883229,0.0001091877,6.141356e-7,0.00000267412,0.0007257435],"genre_scores_gemma":[0.9991485,0.00001378085,0.0002830047,0.00008803016,0.00008693209,0.00000225535,2.133541e-7,0.000003131258,0.0003741588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1734178,"threshold_uncertainty_score":0.2560041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865350110279107,"score_gpt":0.2287317343785876,"score_spread":0.2100782332757965,"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."}}