{"id":"W4414678717","doi":"10.55549/epess.938","title":"Human-Centered Future: The Rise of Industry 5.0 in Corporate Sustainability Literature","year":2025,"lang":"en","type":"article","venue":"The Eurasia Proceedings of Educational and Social Sciences","topic":"Economic Development and Digital Transformation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Scope (computer science); European union; Conceptual framework; Relevance (law); China; Production (economics); Bibliometrics; Digital transformation; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005035456,0.0002970384,0.0004052559,0.01036181,0.002491004,0.01156104,0.000679506,0.002125597,0.004571191],"category_scores_gemma":[0.006976433,0.0001695121,0.0004375377,0.02143704,0.009920061,0.01048339,0.003865592,0.002277684,0.0005665605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005306542,"about_ca_system_score_gemma":0.006226946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005179113,"about_ca_topic_score_gemma":0.005694997,"domain_scores_codex":[0.996274,0.001771717,0.000259768,0.0004814618,0.0009510234,0.0002619938],"domain_scores_gemma":[0.9876676,0.009021057,0.001020584,0.0004670866,0.001300006,0.0005238301],"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":[0.0000349702,0.00003927705,0.007047157,0.003215136,0.00005354566,0.000552188,0.03917207,0.0004671443,0.0004499477,0.7394161,0.0183724,0.19118],"study_design_scores_gemma":[0.00000497974,0.00003141607,0.01538788,0.01110945,0.00005261658,0.0007526717,0.03583483,0.0005151908,0.0004622959,0.1388708,0.7969242,0.00005356166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07337892,0.601697,0.009584638,0.09323225,0.003186972,0.0000446423,0.0003786609,0.000109489,0.2183874],"genre_scores_gemma":[0.6749436,0.2911394,0.004745008,0.01560105,0.002913751,0.00006323737,0.0003687778,0.00007083627,0.0101545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01156104,"threshold_uncertainty_score":0.03850186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04475181079915981,"score_gpt":0.2770370916097121,"score_spread":0.2322852808105523,"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."}}