{"id":"W4382195969","doi":"10.5430/ijba.v14n2p51","title":"Quality 5.0: A Paradigm Shift Towards Proactive Quality Control in Industry 5.0","year":2023,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Quality (philosophy); Context (archaeology); Control (management); Quality assurance; Sustainability; Paradigm shift; Process (computing); Process management; Risk analysis (engineering); Computer science; Quality management; Business; Knowledge management; Marketing; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02337349,0.0008049848,0.000604121,0.003128094,0.003215673,0.0147017,0.002486498,0.006285573,0.003167716],"category_scores_gemma":[0.01276764,0.0006207036,0.001022621,0.002343951,0.01538014,0.0132809,0.007994821,0.007611464,0.001288893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008774379,"about_ca_system_score_gemma":0.01999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005097729,"about_ca_topic_score_gemma":0.003220909,"domain_scores_codex":[0.9807364,0.007020167,0.001167203,0.00145973,0.008449783,0.001166655],"domain_scores_gemma":[0.9808975,0.006376761,0.002053901,0.002349105,0.005681299,0.002641498],"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":[0.00002470239,0.00007481055,0.0005313412,0.0003565697,0.00001209489,0.00006194854,0.001545673,0.0007381967,0.001081768,0.9312049,0.0101325,0.05423552],"study_design_scores_gemma":[0.0000407176,0.0002682648,0.001217724,0.001493774,0.00002311737,0.0003229057,0.001828554,0.00393952,0.002685603,0.4879743,0.5001135,0.00009190795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0213663,0.02600955,0.4537577,0.2416187,0.00399656,0.0004093977,0.0001496942,0.00198817,0.2507039],"genre_scores_gemma":[0.4605125,0.03283868,0.4111523,0.04977665,0.002919358,0.0005797765,0.0004097193,0.0008227132,0.04098843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02337349,"threshold_uncertainty_score":0.1236123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05445143116572647,"score_gpt":0.3422370390896115,"score_spread":0.287785607923885,"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."}}