{"id":"W4285586599","doi":"10.1108/bpmj-12-2021-0758","title":"GRMI4.0: a guide for representing and modeling Industry 4.0 business processes","year":2022,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Business process; Business process modeling; Context (archaeology); Identification (biology); Process (computing); Artifact-centric business process model; Process modeling; Process management; Business model; Representation (politics); Originality; Value (mathematics); Knowledge management; Work in process; Business; Marketing","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":[0.007223135,0.003079983,0.001432402,0.005471404,0.001207229,0.0066493,0.005644477,0.003297495,0.02590362],"category_scores_gemma":[0.01310979,0.003174428,0.004493333,0.004236694,0.001422087,0.004086957,0.003924545,0.006143846,0.01716303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002221626,"about_ca_system_score_gemma":0.006336132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01115308,"about_ca_topic_score_gemma":0.01324366,"domain_scores_codex":[0.9971339,0.0009422089,0.0007236809,0.0002894615,0.0007071758,0.000203648],"domain_scores_gemma":[0.9943785,0.003123517,0.0004893992,0.0009760688,0.0008624014,0.0001700507],"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":[0.0003380992,0.0003221034,0.003151903,0.006035017,0.0003711863,0.001375638,0.005028531,0.09746854,0.01145997,0.3739069,0.1953556,0.3051865],"study_design_scores_gemma":[0.0001315253,0.00008935236,0.0006472972,0.002052353,0.00009883682,0.0007711567,0.0004102357,0.08096913,0.004699367,0.06317005,0.846797,0.0001636574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000710581,0.0003555384,0.9531146,0.000441874,0.00008131718,0.0008852356,0.006145497,0.03058187,0.007683637],"genre_scores_gemma":[0.004142681,0.0007779912,0.975849,0.0002192877,0.00002074067,0.00174505,0.007614327,0.004532665,0.005098312],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02590362,"threshold_uncertainty_score":0.08665621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03294503987521014,"score_gpt":0.2665904985372065,"score_spread":0.2336454586619963,"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."}}