{"id":"W3002291650","doi":"10.24908/pceea.vi0.13766","title":"DISCOVERE: AN OUTREACH PROGRAM AT THE SCHOOL OF ENGINEERING","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Outreach; Curriculum; Variety (cybernetics); Passion; Engineering education; Engineering; Engineering ethics; Engineering management; Civil engineering; Pedagogy; Sociology; Computer science; Political science; Psychology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001935437,0.0006886563,0.0004699483,0.00167298,0.0127217,0.002091393,0.001621866,0.0009952754,0.06771116],"category_scores_gemma":[0.002118323,0.0005860365,0.000508765,0.001283836,0.002033715,0.001272513,0.00599254,0.002329176,0.008410014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01115636,"about_ca_system_score_gemma":0.05877079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2092516,"about_ca_topic_score_gemma":0.7291913,"domain_scores_codex":[0.9978372,0.0002290485,0.00002861123,0.0002160821,0.0009237342,0.0007652598],"domain_scores_gemma":[0.9942158,0.0002189542,0.0001319975,0.0002162352,0.001116037,0.004100987],"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":[0.0005909721,0.004543709,0.02243497,0.0007820087,0.00002882071,0.00108922,0.02534576,0.0005776937,0.0177568,0.00956643,0.4341273,0.4831563],"study_design_scores_gemma":[0.00009324819,0.0005069679,0.03873807,0.0001716761,0.00001161357,0.0002776365,0.01523186,0.0003233115,0.003588118,0.001082698,0.9399131,0.00006183918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3217373,0.001937607,0.01789531,0.01971561,0.001664422,0.004547231,0.00386012,0.005510181,0.6231323],"genre_scores_gemma":[0.3076172,0.001568388,0.03809137,0.003327996,0.0001441413,0.001191859,0.002048721,0.0007000378,0.6453103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2092516,"threshold_uncertainty_score":0.4160672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002862101628938576,"score_gpt":0.1889482173003783,"score_spread":0.1860861156714397,"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."}}