{"id":"W2886620193","doi":"10.24908/pceea.v0i0.7383","title":"STEM OUTREACH FOR INDIGENOUS YOUTH – LESSONS LEARNED IN OVER A DECADE OF PROGRAMMING","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Outreach; Indigenous; Work (physics); Public relations; Political science; Sociology; Pedagogy; Engineering; Ecology; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01035833,0.0004899802,0.0004041599,0.00071354,0.004916246,0.004153695,0.002139221,0.002104463,0.003914035],"category_scores_gemma":[0.008003403,0.0002412181,0.0003491059,0.0007041794,0.004350733,0.004820659,0.005757235,0.00478825,0.000750019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005097767,"about_ca_system_score_gemma":0.01988389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0474551,"about_ca_topic_score_gemma":0.1221365,"domain_scores_codex":[0.9967278,0.001436793,0.0001304416,0.0002715072,0.0007528256,0.000680521],"domain_scores_gemma":[0.9917031,0.002258359,0.0002416976,0.000390751,0.001654622,0.003751621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001108871,0.001545188,0.003689414,0.002324983,0.00003836702,0.001324217,0.1015542,0.0006123602,0.001382003,0.01436798,0.07608663,0.7969638],"study_design_scores_gemma":[0.00004171477,0.0006456621,0.009878893,0.00779096,0.0000390254,0.001039029,0.1801347,0.0004356087,0.001246294,0.01528997,0.7833675,0.00009061993],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2219842,0.1217627,0.01225215,0.5248238,0.01705174,0.0005824711,0.0002116019,0.0007358926,0.1005954],"genre_scores_gemma":[0.634262,0.1664765,0.04591155,0.07802422,0.005499257,0.0008438831,0.0003779752,0.0005901172,0.06801449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0474551,"threshold_uncertainty_score":0.09435779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232923884543022,"score_gpt":0.3050067481306403,"score_spread":0.2726775092852101,"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."}}