{"id":"W7029050136","doi":"","title":"Information system design for demand-driven supply networks","year":2004,"lang":"en","type":"article","venue":"OPUS (Augsburg University)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information system; Systems design; Intelligent decision support system; Information processing; Key (lock); Supply chain","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002361643,0.000378905,0.0004526456,0.0005158805,0.0007383779,0.003091715,0.001243714,0.001132875,0.01002814],"category_scores_gemma":[0.005357548,0.0005316214,0.0005306076,0.0005543581,0.0005468396,0.002320026,0.001295804,0.0008349495,0.001791986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491637,"about_ca_system_score_gemma":0.001899521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003383134,"about_ca_topic_score_gemma":0.003374256,"domain_scores_codex":[0.9982215,0.0006731648,0.0001384825,0.0001863325,0.0005694165,0.0002110703],"domain_scores_gemma":[0.9980647,0.0007324304,0.0001011533,0.0001926001,0.0008214855,0.0000877462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004524924,0.000245022,0.001701641,0.0005367929,0.0001074182,0.0005581763,0.001137798,0.5476661,0.01743858,0.2622906,0.01476694,0.1530984],"study_design_scores_gemma":[0.00009913566,0.0001191261,0.0001851611,0.00005576567,0.00005511336,0.0001086621,0.0001748431,0.9216646,0.005594372,0.04283822,0.02908621,0.00001870886],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02232001,0.0003894512,0.9557961,0.001144897,0.00008914385,0.0004413545,0.0002325112,0.000886849,0.0186998],"genre_scores_gemma":[0.6304196,0.0006556278,0.3526266,0.0004023656,0.0001073621,0.0007015906,0.0007974354,0.0003247321,0.01396461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01002814,"threshold_uncertainty_score":0.03354752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727631276341689,"score_gpt":0.2273528817157542,"score_spread":0.2100765689523373,"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."}}