{"id":"W2757296799","doi":"10.5267/j.uscm.2017.8.002","title":"Supply chain collaboration: A state-of-the-art literature review","year":2017,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Supply chain; Chain (unit); Business; Computer science; Process management; Marketing; Algorithm","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002231298,0.0005741512,0.0006873583,0.0003818465,0.001195234,0.001440235,0.002399403,0.000100614,0.0008059237],"category_scores_gemma":[0.0002720909,0.0004600476,0.000361634,0.001136434,0.0003111092,0.001619194,0.001720341,0.0003306134,0.0004531212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332562,"about_ca_system_score_gemma":0.00004243573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002099721,"about_ca_topic_score_gemma":0.0005701035,"domain_scores_codex":[0.9960976,0.000117428,0.0009943199,0.0008349529,0.001202538,0.0007531142],"domain_scores_gemma":[0.9957263,0.00005657573,0.001082121,0.002658933,0.0004282134,0.0000478433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001313984,0.0003757805,0.007784246,0.01750449,0.0003860553,0.0002302302,0.0004045464,0.0005881084,0.00002893303,0.1968296,0.7356284,0.04010816],"study_design_scores_gemma":[0.001217409,0.00002601642,0.009716661,0.005757215,0.0002547408,0.000002532111,0.0003482038,0.001450671,0.00003143838,0.01071033,0.9698516,0.0006332436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01241731,0.03251694,0.004932347,0.4651445,0.009014734,0.02176205,0.0004388533,0.0009473735,0.4528259],"genre_scores_gemma":[0.7342066,0.02592276,0.002617898,0.06909225,0.002617496,0.001803899,0.001118314,0.0002792916,0.1623415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7217893,"threshold_uncertainty_score":0.9997851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600854533427375,"score_gpt":0.2613281794720205,"score_spread":0.2453196341377467,"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."}}