{"id":"W2998667917","doi":"10.6000/1929-7092.2019.08.122","title":"Demand Planning Information Sharing: N ZAR","year":2019,"lang":"en","type":"article","venue":"Journal of Reviews on Global Economics","topic":"European Monetary and Fiscal Policies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009684789,0.0001404954,0.0006123944,0.0001204015,0.00003705132,0.0001025815,0.0003432914,0.00005888179,0.0001348472],"category_scores_gemma":[0.00008660955,0.0001344821,0.0002529341,0.00008758784,0.00001827512,0.0009697705,0.0000486221,0.0001810023,0.003548954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001458599,"about_ca_system_score_gemma":0.00001143275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005413092,"about_ca_topic_score_gemma":5.737506e-7,"domain_scores_codex":[0.9982674,0.00001439763,0.001397547,0.0001219112,0.00002048746,0.0001782718],"domain_scores_gemma":[0.9980258,0.00001988283,0.00159797,0.0002329313,0.00002157732,0.0001017887],"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":[0.0001660991,0.00008624632,0.4243077,0.0002127262,0.0001491042,0.00000615252,0.0005020455,0.01883305,0.000001327535,0.5301707,0.01524389,0.01032092],"study_design_scores_gemma":[0.0005118291,0.0002486574,0.04103836,0.0001184987,0.000008092689,0.00003600624,0.00002255941,0.001141557,0.000003005655,0.01373905,0.9429511,0.0001812863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7969538,0.01594536,0.0006232703,0.0004396061,0.001182322,0.0002235605,0.00006192308,0.000009136596,0.184561],"genre_scores_gemma":[0.9761489,0.01719874,0.001108314,0.00458082,0.0004289704,0.000001644956,0.00001166113,0.00001706665,0.0005038622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9277072,"threshold_uncertainty_score":0.9972269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04086655816787785,"score_gpt":0.2404058183159559,"score_spread":0.199539260148078,"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."}}