{"id":"W2293853406","doi":"10.1007/978-3-319-32933-8_13","title":"Developing Role Models for Engineering and Sustainable Development: Engineers Without Borders’ Global Engineering Certificate","year":2016,"lang":"en","type":"book-chapter","venue":"World sustainability series","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Certificate; Function (biology); Engineering ethics; Engineering education; Component (thermodynamics); Political science; Engineering; Engineering management; 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":[0.002594072,0.0006106698,0.0002449242,0.0004744742,0.002194276,0.005321736,0.0008592805,0.001921084,0.009081861],"category_scores_gemma":[0.002312378,0.0002660719,0.000331606,0.0004965554,0.00593927,0.006919149,0.004689755,0.005502074,0.002270596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004067618,"about_ca_system_score_gemma":0.008791836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004537253,"about_ca_topic_score_gemma":0.009899891,"domain_scores_codex":[0.9991853,0.0003260912,0.00002514879,0.0000790529,0.0002056892,0.0001787717],"domain_scores_gemma":[0.9990822,0.0003180813,0.00004045559,0.0001119295,0.0001670526,0.0002802284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004855972,0.00002964561,0.00009914259,0.00002951579,9.954808e-7,0.00003283145,0.002681591,0.0003022215,0.0001127176,0.9193079,0.05102217,0.02637637],"study_design_scores_gemma":[0.00000636605,0.00001605543,0.0003318379,0.0002626023,0.000002707391,0.00008842731,0.002509945,0.0004056964,0.0002694653,0.1653482,0.8307526,0.000006088603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005675813,0.004802746,0.007234674,0.03001887,0.001961059,0.00003067101,0.00001350097,0.00004773011,0.950215],"genre_scores_gemma":[0.3127428,0.01044476,0.007654324,0.008823534,0.000496785,0.0001129425,0.00008706257,0.000199196,0.6594386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009081861,"threshold_uncertainty_score":0.03038186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139275151802897,"score_gpt":0.2260976665742761,"score_spread":0.2121701513939864,"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."}}