{"id":"W7128047524","doi":"10.5281/zenodo.18493986","title":"Overview of Strategic Approach to Asset Management and Decision-Making","year":2021,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Asset management; Process (computing); Asset (computer security); Resilience (materials science); Risk management; Position (finance); Cloud computing; Industry 4.0; Big data","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":[0.00352265,0.001825473,0.001226938,0.003901573,0.001631915,0.009528573,0.002026314,0.003802559,0.01079389],"category_scores_gemma":[0.003289224,0.0006309124,0.001327614,0.006082262,0.004564991,0.004923922,0.003099578,0.003670609,0.00285032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005371603,"about_ca_system_score_gemma":0.006891018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006230031,"about_ca_topic_score_gemma":0.004553278,"domain_scores_codex":[0.9962407,0.001837754,0.0003648381,0.0003916126,0.0009228259,0.0002422478],"domain_scores_gemma":[0.9974632,0.001581052,0.0002141087,0.0001916707,0.0004146901,0.0001351356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000917911,0.00002165188,0.000257622,0.0005709414,0.00003714652,0.0001065518,0.0004335781,0.004897618,0.0001587917,0.9494621,0.005671373,0.0383735],"study_design_scores_gemma":[0.000006759625,0.00002744071,0.0002306416,0.00073657,0.0000206,0.0001460404,0.0004394292,0.007448971,0.0001504379,0.7967655,0.1940014,0.00002613336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.004040215,0.1299353,0.5744994,0.02523567,0.001837709,0.0003244858,0.0008681641,0.0003582965,0.2629008],"genre_scores_gemma":[0.2757791,0.275861,0.3830329,0.005923236,0.004694454,0.001347474,0.001521959,0.0002606301,0.0515792],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01079389,"threshold_uncertainty_score":0.03897387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07448822857917266,"score_gpt":0.2821985729242284,"score_spread":0.2077103443450558,"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."}}