{"id":"W4408256251","doi":"10.5267/j.dsl.2024.12.007","title":"The effect of main characteristics of accounting information on supply chain performance, empirical study in Saudi Arabia","year":2025,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Prince Sattam bin Abdulaziz University","keywords":"Business; Supply chain; Accounting information system; Empirical research; Accounting; Environmental economics; Industrial organization; Marketing; Economics; Mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004413368,0.0002812382,0.0002156753,0.001349678,0.0006677038,0.002022744,0.0003034628,0.0004019502,0.001104961],"category_scores_gemma":[0.01809837,0.0002239329,0.000276647,0.002122406,0.0006515957,0.001123352,0.0006593151,0.0003879355,0.0001906224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703296,"about_ca_system_score_gemma":0.002068559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02520371,"about_ca_topic_score_gemma":0.0230557,"domain_scores_codex":[0.9980797,0.0007522986,0.0002295096,0.0001349225,0.0005888402,0.0002148123],"domain_scores_gemma":[0.960658,0.01986123,0.009862023,0.001014193,0.007143832,0.001460638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002309864,0.0002358884,0.9800693,0.00007148435,0.00007284658,0.0002446253,0.003211689,0.001007109,0.0007394095,0.0003599169,0.00010671,0.0136502],"study_design_scores_gemma":[0.00000971484,0.0003232502,0.9886739,0.00004059088,0.00005427362,0.0001387039,0.006285454,0.002922461,0.0009322867,0.00008953875,0.0005154602,0.00001436929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994596,0.00006990859,0.00004927388,0.00003557288,6.50788e-7,0.000004355757,0.00001534702,7.627139e-7,0.0003647592],"genre_scores_gemma":[0.999705,0.00006096479,0.00008415196,0.000005493968,0.000001288448,0.000001480064,0.00002986382,3.93723e-7,0.0001113447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02520371,"threshold_uncertainty_score":0.05011404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008858881037034834,"score_gpt":0.2717452659331409,"score_spread":0.262886384896106,"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."}}