{"id":"W3011507498","doi":"10.19255/jmpm02212","title":"Improving business process management for product-centric service organization: the case of aerospace maintenance project","year":2020,"lang":"en","type":"article","venue":"Research Open (London South Bank University)","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Process management; Business process management; Flexibility (engineering); Business process; Aerospace; Process (computing); Business; Context (archaeology); Service (business); Engineering; Computer science; Work in process; Marketing; Management","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":[0.008456368,0.000570466,0.0002614457,0.001958675,0.003403043,0.004457679,0.001188044,0.001793312,0.001498242],"category_scores_gemma":[0.009571533,0.0002570903,0.0004554674,0.002626249,0.001196704,0.002583756,0.00245077,0.001379739,0.0004665191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004750968,"about_ca_system_score_gemma":0.005636734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009210893,"about_ca_topic_score_gemma":0.01228879,"domain_scores_codex":[0.9934907,0.003556327,0.0002542982,0.0003251322,0.001464655,0.0009089326],"domain_scores_gemma":[0.9914498,0.003869236,0.001211633,0.0009271322,0.00157037,0.0009718156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004881046,0.003517406,0.07920107,0.001232949,0.0001608615,0.01242118,0.07953014,0.070789,0.02632982,0.05005478,0.008439251,0.6678354],"study_design_scores_gemma":[0.0002691932,0.005054236,0.1392422,0.001182879,0.0003291415,0.01131026,0.1735804,0.373702,0.04429936,0.02808295,0.22258,0.0003674673],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298374,0.0003157145,0.04845595,0.002695434,0.00003055314,0.0005196771,0.00006091105,0.0003599293,0.01772439],"genre_scores_gemma":[0.9550813,0.000275561,0.04160002,0.0001013381,0.00001699802,0.00008413599,0.00009090929,0.00004080966,0.002708897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009210893,"threshold_uncertainty_score":0.04472208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06074290735610407,"score_gpt":0.2852026582873736,"score_spread":0.2244597509312695,"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."}}