{"id":"W7133133447","doi":"10.1108/apjba-02-2024-0043/full/html","title":"Metaverse adoption in the manufacturing industry: impact on social and environmental sustainability performance","year":2024,"lang":"en","type":"other","venue":"Vytautas Magnus University","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sustainability; Absorptive capacity; Social worlds; Social sustainability; Metaverse; Digital transformation","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004269866,0.0004585806,0.0003404851,0.0009312097,0.0001625441,0.00006007481,0.000354215,0.000676082,0.001362242],"category_scores_gemma":[0.000007969846,0.0003758154,0.0001575154,0.000342118,0.000361942,0.000177021,0.000233309,0.001548878,0.0008540958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002478149,"about_ca_system_score_gemma":0.00009591503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001055257,"about_ca_topic_score_gemma":0.0001315944,"domain_scores_codex":[0.9981059,0.0003242067,0.0001226107,0.0006063971,0.0004068135,0.0004340849],"domain_scores_gemma":[0.9993505,0.00003427995,0.0001534558,0.0003741159,0.000005535134,0.00008212051],"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":[0.002212919,0.001385853,0.02434818,0.001768547,0.001036239,0.003079813,0.008789491,0.0005866609,0.00005883338,0.001724407,0.9364316,0.01857742],"study_design_scores_gemma":[0.001410867,0.0002508834,0.2681076,0.0001411988,0.0005096112,0.0000376864,0.01223619,0.0001208932,0.00003952241,0.0001237975,0.7161396,0.0008822001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.831277,0.00008609713,8.408917e-7,0.0001054783,0.00009302908,0.0007391346,0.001276185,0.0001890904,0.1662331],"genre_scores_gemma":[0.8471738,0.00005876022,0.000006651647,0.00001940247,0.0001213095,0.000001350201,0.0001198743,0.0002324019,0.1522665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2437594,"threshold_uncertainty_score":0.9999238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233328013816804,"score_gpt":0.2307096243329911,"score_spread":0.218376344194823,"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."}}