{"id":"W4396699640","doi":"10.1108/9781804559680","title":"The Theory, Methods and Application of Managing Digital Supply Chains","year":2024,"lang":"en","type":"book","venue":"","topic":"Economic and Technological Systems Analysis","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"University of Regina","keywords":"Supply chain; Computer science; Business; Marketing","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":[0.002077773,0.0008235261,0.0004418559,0.003124801,0.001342265,0.006906156,0.001675422,0.001716673,0.008789243],"category_scores_gemma":[0.004404425,0.0006000835,0.0004639164,0.005822068,0.006705889,0.01015615,0.003190872,0.001652312,0.002147793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002724218,"about_ca_system_score_gemma":0.003450612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003843498,"about_ca_topic_score_gemma":0.005566606,"domain_scores_codex":[0.9980477,0.0007144573,0.0001275917,0.0001717552,0.000850007,0.00008860233],"domain_scores_gemma":[0.9977179,0.001614801,0.0001246153,0.0002733719,0.0002008143,0.0000685599],"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":[0.00000615002,0.00002778364,0.0003891771,0.0004051446,0.00001470551,0.00008457783,0.001016704,0.006087122,0.000385069,0.811212,0.01218896,0.1681825],"study_design_scores_gemma":[0.00000719263,0.00001901051,0.0003271782,0.0005246457,0.000008595523,0.0002255997,0.001143705,0.00905499,0.0007040048,0.6636589,0.3243003,0.00002592704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.003797061,0.03250482,0.5994183,0.007322587,0.0008470643,0.000302633,0.0002167788,0.000452137,0.3551386],"genre_scores_gemma":[0.1197222,0.07585727,0.65386,0.001534598,0.0007396689,0.001052752,0.000358195,0.000220827,0.1466545],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008789243,"threshold_uncertainty_score":0.02940291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008829934482080646,"score_gpt":0.2372590171996074,"score_spread":0.2284290827175268,"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."}}