{"id":"W4407737495","doi":"10.1109/ictmod63116.2024.10878255","title":"The Impact of Digitalization on the Sustainability of the Supply Chain","year":2024,"lang":"en","type":"article","venue":"","topic":"Economic and Technological Systems Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Supply chain; Sustainability; Business; Computer science; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004546714,0.00006081907,0.00009323892,0.00003564476,0.0001024135,0.000143761,0.0002586338,0.00003030975,0.0001481026],"category_scores_gemma":[0.0002915805,0.00001880798,0.0002000121,0.0004353651,0.0001053298,0.0001336741,0.0001054751,0.00005017518,0.0000111064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004215277,"about_ca_system_score_gemma":0.00001472889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001907991,"about_ca_topic_score_gemma":0.00009421629,"domain_scores_codex":[0.9995362,0.000009421786,0.0001982612,0.00009314762,0.0000745324,0.00008845404],"domain_scores_gemma":[0.9993958,0.0001441512,0.00009984199,0.0002799429,0.00007839349,0.000001827813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004191861,0.00002047781,0.07314838,0.00004635448,0.00006597459,1.296838e-7,0.00001205385,0.0004117679,0.00001505703,0.9183807,0.003543356,0.004351559],"study_design_scores_gemma":[0.0001780244,0.00005102374,0.2657264,0.0001258745,0.0001212362,5.446823e-7,0.004013688,0.1508409,0.0003772755,0.5377834,0.0405416,0.0002399065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544178,0.00007229873,0.0003215104,0.00727004,0.00005442813,0.0002636644,0.000002354791,0.00005032884,0.03754756],"genre_scores_gemma":[0.9987374,0.000003700184,2.754675e-7,0.00005425752,0.00005527943,0.000008135198,0.000001253304,0.000003906553,0.001135812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3805972,"threshold_uncertainty_score":0.2884324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008790869444172495,"score_gpt":0.2190712009306778,"score_spread":0.2102803314865053,"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."}}