{"id":"W3026911633","doi":"10.1016/j.ece.2020.04.003","title":"Process intensification education contributes to sustainable development goals. Part 1","year":2020,"lang":"en","type":"article","venue":"Education for Chemical Engineers","topic":"Process Optimization and Integration","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Polytechnique Montréal","funders":"Pacific Northwest National Laboratory; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft","keywords":"CLARITY; Pace; Terminology; Government (linguistics); Process (computing); Political science; Public relations; Sustainable development; Business; Process management; Engineering; Engineering management; Engineering ethics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006734794,0.0001551391,0.0001362853,0.0001124754,0.00005196324,0.00005848472,0.0001442588,0.00008634968,0.00003691389],"category_scores_gemma":[0.0006512449,0.0001700964,0.00003371121,0.00050952,0.0000111844,0.0002249257,0.000008775915,0.00009218123,0.00004427215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002578316,"about_ca_system_score_gemma":0.0005053378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001202121,"about_ca_topic_score_gemma":1.937791e-7,"domain_scores_codex":[0.9991649,0.000003579137,0.0002954547,0.0002119857,0.0001033092,0.000220813],"domain_scores_gemma":[0.9989595,0.00002423028,0.00003425488,0.0001002766,0.0006782774,0.0002034305],"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":[0.0001180251,0.0004894701,0.0001038816,0.002465131,0.0001455572,1.306936e-7,0.01552094,0.1573179,0.03931204,0.03150054,0.7009789,0.05204752],"study_design_scores_gemma":[0.0002977421,0.00002412699,0.00004492129,0.00008392172,0.0000262385,7.761977e-7,0.008069457,0.06334884,0.3921133,0.0004566953,0.5351118,0.0004221685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08203375,0.001055232,0.8887709,0.01542695,0.001850177,0.002719408,0.00001713955,0.001473332,0.006653073],"genre_scores_gemma":[0.9867414,0.00001223027,0.00809991,0.002111098,0.0002697838,0.00131503,0.0007355983,0.00004662968,0.0006683617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9047076,"threshold_uncertainty_score":0.6936328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008757707503315493,"score_gpt":0.2346860042731863,"score_spread":0.2259282967698708,"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."}}