{"id":"W2548772745","doi":"","title":"Special session — Future of industrial engineering","year":2014,"lang":"en","type":"article","venue":"Industrial Engineering and Systems Management (IESM), Proceedings of 2013 International Conference on","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Session (web analytics); Engineering management; Manufacturing engineering; Service (business); Engineering; Product (mathematics); Systems engineering; Computer science; Process management; Business","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":[0.00263908,0.001892951,0.001282748,0.001829336,0.002627115,0.008048675,0.001614867,0.005606981,0.09080428],"category_scores_gemma":[0.002804692,0.0003622758,0.001407619,0.000971019,0.001209041,0.006063533,0.004329767,0.008029795,0.04542127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002371745,"about_ca_system_score_gemma":0.002472613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009714248,"about_ca_topic_score_gemma":0.003008026,"domain_scores_codex":[0.9985229,0.0002513129,0.00008613503,0.0002748404,0.0005834097,0.0002813677],"domain_scores_gemma":[0.9976488,0.0003380516,0.0001210016,0.0001501143,0.0007295922,0.001012487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004563443,0.00006606433,0.0001429578,0.00021685,0.000009022947,0.00008692418,0.00008729369,0.00009602665,0.0003408473,0.007021863,0.9514772,0.04040939],"study_design_scores_gemma":[0.000005671561,0.00004492644,0.0003269482,0.0002229155,0.000005460241,0.0001217761,0.0001093168,0.00007655338,0.00007825795,0.002269103,0.996732,0.000007101808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001156201,0.0765085,0.002177843,0.1018875,0.662804,0.0001278209,0.0003658496,0.0004119014,0.1545603],"genre_scores_gemma":[0.01213463,0.04631804,0.001281247,0.02382544,0.38351,0.0002019256,0.0006538352,0.0002863845,0.5317885],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09080428,"threshold_uncertainty_score":0.3037706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03386884318426216,"score_gpt":0.2185337711397153,"score_spread":0.1846649279554531,"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."}}