{"id":"W4380787731","doi":"10.1108/jmtm-10-2022-0359","title":"Organizational changes approaches to facilitate the management of Industry 4.0 transformation in manufacturing SMEs","year":2023,"lang":"en","type":"article","venue":"Journal of Manufacturing Technology Management","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Originality; Knowledge management; Manufacturing; Business; Digital transformation; Process management; Organizational performance; Organizational learning; Advanced manufacturing; Value (mathematics); Computer science; Marketing; Qualitative research","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":[0.005202971,0.0002686864,0.0001736251,0.001330035,0.002954122,0.004404288,0.001195076,0.001076279,0.002192354],"category_scores_gemma":[0.01275972,0.0001583199,0.0004223081,0.001043827,0.002317254,0.002448203,0.004693915,0.001300417,0.0004156838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003425591,"about_ca_system_score_gemma":0.006441648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001671916,"about_ca_topic_score_gemma":0.004193933,"domain_scores_codex":[0.9940788,0.003616609,0.0002655236,0.0003889793,0.0009113313,0.0007388429],"domain_scores_gemma":[0.9863126,0.004709422,0.003091069,0.001640887,0.001720408,0.002525652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000181075,0.002710396,0.09380995,0.0009601583,0.0001226124,0.002002844,0.14641,0.003120316,0.01219897,0.04087101,0.005423522,0.6921892],"study_design_scores_gemma":[0.0001618188,0.003717664,0.2509502,0.001617146,0.0001547514,0.002275171,0.4653204,0.009102141,0.01289444,0.04462411,0.2089538,0.0002284146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819638,0.0007932148,0.0396239,0.01012763,0.000152527,0.0006867086,0.00003549996,0.0002935024,0.06632322],"genre_scores_gemma":[0.9854282,0.0001944633,0.01161283,0.0004352015,0.00001881404,0.0001192347,0.0000208545,0.00001036689,0.002160041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005202971,"threshold_uncertainty_score":0.02751625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06671729317979538,"score_gpt":0.2202552954760784,"score_spread":0.153538002296283,"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."}}