{"id":"W4412393982","doi":"10.55041/isjem04776","title":"Financial Investment Awareness of Aditya Birla Mutual Funds","year":2025,"lang":"en","type":"article","venue":"International Scientific Journal of Engineering and Management","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Finance; Business; Investment (military); Mutual fund; Financial system; Political science","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":[0.0004484209,0.00009353074,0.000151491,0.0006604001,0.00008417923,0.0001477173,0.0002499818,0.00002153658,0.00001191456],"category_scores_gemma":[0.00006963601,0.0000814731,0.00006513323,0.0003304346,0.0000600534,0.0003144814,0.0001928585,0.00006773039,0.000003428788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003469548,"about_ca_system_score_gemma":0.00001885075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001458901,"about_ca_topic_score_gemma":0.000007719889,"domain_scores_codex":[0.9991437,0.00000205527,0.0003219312,0.0001268475,0.0002827897,0.0001226312],"domain_scores_gemma":[0.999481,0.00001654236,0.0001898334,0.00008193366,0.0002275927,0.000003109989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005921529,0.0001556633,0.007082137,0.0005510812,0.0003063653,0.0000392424,0.0001222924,0.004535029,0.0008653526,0.9477428,0.02231218,0.01622868],"study_design_scores_gemma":[0.001535947,0.00003961346,0.1271987,0.001468471,0.0002017775,0.000007379626,0.0001559982,0.009056933,0.0005846976,0.01945105,0.8400049,0.0002946077],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757165,0.0003835306,0.006954775,0.0007423514,0.006959087,0.00009701183,0.000002920259,0.00001949867,0.009124326],"genre_scores_gemma":[0.9972601,0.00006839096,0.0005925904,0.0002156904,0.0002993669,0.000003840325,0.000003490909,0.000004708968,0.001551817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9282917,"threshold_uncertainty_score":0.3322377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008456963583867477,"score_gpt":0.2173099721717144,"score_spread":0.2088530085878469,"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."}}