{"id":"W2105980077","doi":"10.24908/pceea.v0i0.5815","title":"Cultivating High School Leaders through Engineering and Science","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Brainstorming; Entrepreneurship; Workforce; Engineering education; Soft skills; Leadership development; Teamwork; Accreditation; Engineering; Public relations; Psychology; Pedagogy; Medical education; Engineering ethics; Engineering management; Management; Political science; Marketing; Business; Medicine","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":[0.002431881,0.0003084262,0.0002607852,0.001188609,0.005448489,0.005940385,0.0006170913,0.0007907486,0.006323874],"category_scores_gemma":[0.002679757,0.0002278436,0.0002075248,0.0005801285,0.002893878,0.001039782,0.003776158,0.001851443,0.001991479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002503388,"about_ca_system_score_gemma":0.01496159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008517422,"about_ca_topic_score_gemma":0.06430938,"domain_scores_codex":[0.9983296,0.0002967666,0.00003184031,0.0001671224,0.000723991,0.0004506561],"domain_scores_gemma":[0.9944259,0.0002999657,0.0003466359,0.0001494464,0.001093772,0.003684265],"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":[0.00007473801,0.002777491,0.06502417,0.000559155,0.00002777001,0.0004120175,0.04113948,0.0003580535,0.01412046,0.04784005,0.2450142,0.5826523],"study_design_scores_gemma":[0.00003838952,0.0005700887,0.1021954,0.000487713,0.00002025551,0.0002442861,0.0274168,0.000403019,0.003927386,0.0177366,0.8469187,0.00004140711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4976184,0.005656895,0.01771581,0.05248601,0.002157115,0.0008966309,0.0002273077,0.0008388897,0.4224028],"genre_scores_gemma":[0.824526,0.003599747,0.02061096,0.009479466,0.0004282186,0.000259417,0.0002047076,0.0001330147,0.1407583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008517422,"threshold_uncertainty_score":0.02115548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094967697266132,"score_gpt":0.2067786235817561,"score_spread":0.1958289466090948,"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."}}