{"id":"W2001558460","doi":"10.3926/jiem.326","title":"Integrated methodological frameworks for modelling agent-based advanced supply chain planning systems: A systematic literature review","year":2011,"lang":"en","type":"article","venue":"Journal of Industrial Engineering and Management","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université TÉLUQ; Polytechnique Montréal; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Université du Québec à Montréal; Université Laval","keywords":"Management science; Systematic review; Supply chain; Process (computing); Computer science; Identification (biology); Scale (ratio); Process management; Data science; Risk analysis (engineering); Engineering; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05822333,0.002771752,0.006875482,0.03313011,0.002338436,0.008973009,0.003887219,0.004247456,0.005466684],"category_scores_gemma":[0.1417154,0.00192859,0.007623713,0.0252405,0.002836815,0.008972793,0.004573443,0.003650549,0.0008497731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009547488,"about_ca_system_score_gemma":0.05606947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007800005,"about_ca_topic_score_gemma":0.01915743,"domain_scores_codex":[0.9456875,0.0310034,0.01309492,0.0026355,0.006847966,0.0007307831],"domain_scores_gemma":[0.8528989,0.1155386,0.01282929,0.003620332,0.01415579,0.0009570746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001288539,0.0001186504,0.001420057,0.7977751,0.003750272,0.0002973136,0.002308326,0.001820149,0.000346244,0.0152107,0.003961702,0.1728626],"study_design_scores_gemma":[0.0001285619,0.0002273493,0.001308664,0.9203027,0.01037307,0.0004134055,0.003309193,0.001154391,0.000327304,0.007664044,0.05468158,0.0001097015],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00150251,0.9796341,0.01135798,0.002145319,0.0004690446,0.003115874,0.000466729,0.00003955867,0.001268879],"genre_scores_gemma":[0.02603482,0.9219168,0.04157788,0.00147733,0.0002417123,0.007768742,0.0006092428,0.00002788923,0.0003454747],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05822333,"threshold_uncertainty_score":0.307918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123329539742864,"score_gpt":0.2858005340624672,"score_spread":0.1734675800881808,"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."}}