{"id":"W3001579566","doi":"10.24908/pceea.vi0.13687","title":"Research and Education in Accessibility, Design, and Innovation (READi) : A Reflection of Our First Year","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Tetra Society of North America; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inclusion (mineral); Feeling; Reflection (computer programming); Medical education; Psychology; Program Design Language; Pedagogy; Engineering; Medicine; Social psychology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03093061,0.0007128437,0.0008631168,0.001111889,0.009696069,0.008833179,0.002882613,0.006268001,0.002408196],"category_scores_gemma":[0.02832738,0.000664283,0.001300658,0.0008230144,0.0139901,0.005440895,0.01050842,0.02356664,0.0006273605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007947414,"about_ca_system_score_gemma":0.01613388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009059193,"about_ca_topic_score_gemma":0.02585286,"domain_scores_codex":[0.978308,0.01338917,0.0004471824,0.0009845638,0.003246074,0.003624973],"domain_scores_gemma":[0.9602318,0.02101654,0.001915189,0.001809767,0.005572328,0.009454407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007784863,0.001631175,0.004149619,0.0009003189,0.00002704546,0.002491302,0.7938203,0.000505897,0.007039593,0.03185257,0.08325654,0.07424784],"study_design_scores_gemma":[0.00002129595,0.0007059408,0.004269767,0.0006148628,0.00001708991,0.001678206,0.4116003,0.0003256785,0.0027473,0.002384744,0.5755159,0.0001188454],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4268104,0.009676318,0.0223795,0.4487166,0.01038978,0.0007137142,0.0001742736,0.0004116751,0.0807278],"genre_scores_gemma":[0.7850441,0.01084246,0.0248658,0.09405104,0.002421726,0.0006712747,0.0001035922,0.0003897737,0.08161025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03093061,"threshold_uncertainty_score":0.1635786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677512260104963,"score_gpt":0.3466897756178188,"score_spread":0.3099146530167691,"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."}}