{"id":"W3096813782","doi":"10.1115/detc2020-22687","title":"Broadening Participation: Over Ten Years of Outreach Within the IDETC-DED Community","year":2020,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Outreach; Ethos; Economic shortage; Diversity (politics); Public relations; Young professional; Engineering education; Political science; Engineering; Medical education; Engineering ethics; Engineering management; Medicine","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":[0.035274,0.0007642097,0.0006738006,0.002931108,0.02416993,0.008586265,0.004681216,0.003807783,0.005587471],"category_scores_gemma":[0.02758152,0.0009096759,0.0005722086,0.001597621,0.007549069,0.003693357,0.02949948,0.005208248,0.001018775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007448655,"about_ca_system_score_gemma":0.01883422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01453503,"about_ca_topic_score_gemma":0.04856496,"domain_scores_codex":[0.9799712,0.009338463,0.0004355202,0.001608222,0.002765828,0.005880726],"domain_scores_gemma":[0.9378276,0.01388676,0.002013153,0.002684267,0.006032101,0.03755615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004883169,0.007350103,0.0381035,0.0004271517,0.00003924483,0.003052641,0.6875615,0.0002398916,0.003947986,0.003102875,0.01369341,0.2419935],"study_design_scores_gemma":[0.0001544414,0.00185669,0.04441901,0.0004359806,0.0000285835,0.0008327627,0.8390687,0.0005602794,0.001025024,0.00132385,0.1101519,0.000142948],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730529,0.0005434513,0.002430702,0.008094351,0.0005917132,0.001419589,0.0001201729,0.0001931418,0.01355405],"genre_scores_gemma":[0.9787451,0.0005234327,0.004254843,0.004312314,0.0002255948,0.0009048484,0.0001971565,0.0001061251,0.01073055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.035274,"threshold_uncertainty_score":0.1865489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522199955742748,"score_gpt":0.2495153789119171,"score_spread":0.2242933793544896,"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."}}