{"id":"W7116937028","doi":"10.3390/su18010156","title":"Industry 4.0 Enabled Sustainable Manufacturing","year":2025,"lang":"en","type":"article","venue":"Sustainability","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"United Arab Emirates University","keywords":"Industry 4.0; Sustainability; Nexus (standard); Cloud computing; Enabling; Process (computing); Supply chain; Workforce; Resource efficiency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001376555,0.0005033053,0.0001482028,0.001407498,0.001073804,0.005217663,0.0007818693,0.001540276,0.01275174],"category_scores_gemma":[0.002305562,0.000200575,0.0004412351,0.001898834,0.001416746,0.004704006,0.008008928,0.001247077,0.003002627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002058371,"about_ca_system_score_gemma":0.004149238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001663899,"about_ca_topic_score_gemma":0.002790787,"domain_scores_codex":[0.9990626,0.000299658,0.00003288842,0.00008055423,0.0002802015,0.0002440511],"domain_scores_gemma":[0.9986069,0.0003446979,0.0001612562,0.0002841442,0.0003666693,0.0002364037],"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":[0.00008553113,0.0001754673,0.006709492,0.0005269712,0.00002789354,0.0005514918,0.002307883,0.009384879,0.006014292,0.6932682,0.02771585,0.2532321],"study_design_scores_gemma":[0.00001590141,0.0001456834,0.003835025,0.0005177881,0.00002722548,0.0004623023,0.004845945,0.01294531,0.007785948,0.2191683,0.7502059,0.00004471091],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.099038,0.002410577,0.1055865,0.01569442,0.0003791269,0.00016843,0.0004124712,0.00196717,0.7743434],"genre_scores_gemma":[0.8928969,0.003542696,0.05470178,0.001914371,0.0001067507,0.0001495412,0.0006267075,0.0002704832,0.04579083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01275174,"threshold_uncertainty_score":0.04265881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004930382158846707,"score_gpt":0.2292998840101262,"score_spread":0.2243695018512795,"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."}}