{"id":"W4200512993","doi":"10.1080/10447318.2021.2016235","title":"STEM Educational Outreach and Indigenous Culture: (Re)Centering for Design Scholarship","year":2021,"lang":"en","type":"article","venue":"International Journal of Human-Computer Interaction","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations; University of British Columbia","funders":"","keywords":"Scholarship; Indigenous; Outreach; Engineering ethics; Sociology; Transformative learning; Indigenous education; Pedagogy; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01579997,0.0004503394,0.0005061715,0.002069404,0.01690424,0.009939041,0.001814523,0.001794578,0.005091836],"category_scores_gemma":[0.01214688,0.0003051592,0.0003354189,0.001551079,0.06560965,0.007320311,0.01422134,0.004262305,0.0003344546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01496309,"about_ca_system_score_gemma":0.01962592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02702916,"about_ca_topic_score_gemma":0.05518577,"domain_scores_codex":[0.9884277,0.008095298,0.0002746226,0.000646316,0.001407156,0.00114885],"domain_scores_gemma":[0.98786,0.006786814,0.0005169144,0.002242297,0.001184272,0.001409833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001344743,0.00007441203,0.002059755,0.0001604836,0.000008837293,0.0002644491,0.6992112,0.0001601891,0.0005464322,0.2635804,0.00107679,0.03284362],"study_design_scores_gemma":[0.00001313625,0.00008394327,0.002855074,0.0006790491,0.00002254083,0.0003871043,0.6637846,0.0006500539,0.0009201328,0.1551988,0.175375,0.00003066942],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5572317,0.004384941,0.04422349,0.05847813,0.000557324,0.000161784,0.00002084947,0.0001624234,0.3347793],"genre_scores_gemma":[0.9869408,0.0007915552,0.004303289,0.001239358,0.00003160028,0.00004282198,0.000005646092,0.00003795564,0.006606865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02702916,"threshold_uncertainty_score":0.1085653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07370603826453424,"score_gpt":0.3646662068738349,"score_spread":0.2909601686093007,"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."}}