{"id":"W4200002578","doi":"10.3390/su132413956","title":"Sustainable Manufacturing 4.0—Pathways and Practices","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Universiti Teknologi Malaysia","keywords":"Manufacturing; Sustainable development; Business; Field (mathematics); Advanced manufacturing; Sustainability; Industrial organization; Manufacturing engineering; Engineering; Marketing; Political science","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":[0.008031053,0.0005148091,0.0005075567,0.02085891,0.002790032,0.01729539,0.001021838,0.001491474,0.006160675],"category_scores_gemma":[0.01805968,0.000324576,0.0005118911,0.04472347,0.007314946,0.01298182,0.006419012,0.001334578,0.001565954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009497673,"about_ca_system_score_gemma":0.01363881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005184071,"about_ca_topic_score_gemma":0.00428158,"domain_scores_codex":[0.9869162,0.004829736,0.001603172,0.0008458337,0.005139076,0.0006660194],"domain_scores_gemma":[0.9903179,0.004361231,0.001554407,0.0009337257,0.002252788,0.0005797793],"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":[0.00003317919,0.00003329718,0.007855043,0.002841726,0.00004557047,0.0001618303,0.01476086,0.0007601144,0.0008332316,0.7069156,0.01002212,0.2557375],"study_design_scores_gemma":[0.000005279101,0.00003730949,0.01079704,0.004013859,0.00002328915,0.0003594891,0.02559629,0.0004318006,0.0008222872,0.2443421,0.7135302,0.00004122158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09954876,0.07999127,0.04257737,0.04207352,0.0005507637,0.0007399881,0.003242407,0.0007004216,0.7305756],"genre_scores_gemma":[0.7931066,0.1168931,0.05646447,0.00255244,0.0003113235,0.0006994173,0.00282984,0.0002704622,0.02687238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02085891,"threshold_uncertainty_score":0.06891078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466063075234944,"score_gpt":0.2509213640353713,"score_spread":0.2362607332830219,"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."}}