{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001750125,0.0006991333,0.0002311895,0.0007375013,0.00100353,0.003993069,0.000684516,0.002564914,0.02598271],"category_scores_gemma":[0.002559824,0.0002143056,0.000245523,0.0006283128,0.0009869288,0.002125451,0.003883799,0.002098808,0.005107529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001714665,"about_ca_system_score_gemma":0.008345658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437776,"about_ca_topic_score_gemma":0.003873011,"domain_scores_codex":[0.9991809,0.0001888901,0.00002943085,0.0001088234,0.0003120488,0.0001799079],"domain_scores_gemma":[0.998377,0.0003996241,0.0001969141,0.0001420764,0.000444748,0.0004395586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000565679,0.0008455904,0.003607704,0.001325606,0.00001535554,0.0001070479,0.001103062,0.001894305,0.004000702,0.0628542,0.1824706,0.7417192],"study_design_scores_gemma":[0.0000169553,0.0001809758,0.01614513,0.002309313,0.00002645911,0.0002322995,0.001157448,0.0009543364,0.005770914,0.04847025,0.924714,0.00002183872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04359944,0.04798342,0.02934544,0.1582803,0.006762759,0.0005449863,0.0003798024,0.001105755,0.7119982],"genre_scores_gemma":[0.4427043,0.07178733,0.036605,0.02001583,0.00410919,0.0004649892,0.0009328725,0.0003480892,0.4230324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02598271,"threshold_uncertainty_score":0.0869208,"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."}}