{"id":"W4287599473","doi":"","title":"END OF LIFE MANAGEMENT OF COMPLEX PRODUCTS IN AN INDUSTRY 4.0 DRIVEN AND CUSTOMER-CENTRIC PARADIGM: A RESEARCH AGENDA","year":2020,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Paradigm shift; Business; Knowledge management; Process management; Customer retention; Innovation management; Customer advocacy; Computer science; Marketing; Epistemology","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":[0.004509349,0.0005641919,0.0004729642,0.001291836,0.001128582,0.01223435,0.00256467,0.00264255,0.006551425],"category_scores_gemma":[0.004393365,0.0002393388,0.000505766,0.00154385,0.00208813,0.01148566,0.002440714,0.001565709,0.001077723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003009028,"about_ca_system_score_gemma":0.003216362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002430875,"about_ca_topic_score_gemma":0.002677323,"domain_scores_codex":[0.9982027,0.0006389352,0.00006269455,0.0001850672,0.0005512994,0.0003592352],"domain_scores_gemma":[0.9937211,0.001972538,0.0007495872,0.0004074807,0.001960341,0.001188968],"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":[0.0002343089,0.001043313,0.008884641,0.0009075582,0.00006568104,0.0003192709,0.003407208,0.01653884,0.006696349,0.5587627,0.01933721,0.3838029],"study_design_scores_gemma":[0.0000312828,0.0007445923,0.01143372,0.002217494,0.00008186708,0.0004466265,0.03235729,0.1481713,0.008326109,0.4525267,0.3435218,0.0001411449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2807192,0.03118053,0.3136572,0.07753576,0.001026556,0.0005821844,0.0003113413,0.0005157155,0.2944715],"genre_scores_gemma":[0.8785931,0.01450447,0.07521365,0.001811765,0.0004035616,0.000212172,0.000398384,0.0001175074,0.02874539],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01223435,"threshold_uncertainty_score":0.023848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07423457713810652,"score_gpt":0.2764995253093071,"score_spread":0.2022649481712006,"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."}}