{"id":"W1900796572","doi":"10.24908/pceea.v0i0.4876","title":"Design for Inclusion - A Roundtable DIscussion","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inclusion (mineral); Brainstorming; Curriculum; Government (linguistics); Portfolio; Engineering; Corporation; Management; Theme (computing); Library science; Engineering ethics; Sociology; Pedagogy; Political science; Computer science; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1348271,0.003616443,0.002409703,0.002613141,0.02281098,0.0305324,0.01468203,0.08496084,0.05550089],"category_scores_gemma":[0.1286734,0.00189287,0.006631287,0.001677596,0.01457841,0.03970451,0.03439298,0.06028762,0.01467036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01988096,"about_ca_system_score_gemma":0.03630531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003822708,"about_ca_topic_score_gemma":0.003388078,"domain_scores_codex":[0.8773105,0.06324022,0.006621134,0.009120957,0.02941241,0.01429467],"domain_scores_gemma":[0.8413585,0.08912298,0.003578086,0.007239629,0.02917209,0.02952862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001755041,0.0005838343,0.000245469,0.0007399175,0.00004782875,0.0009210513,0.007597586,0.0005967214,0.001055557,0.1021642,0.842299,0.04357322],"study_design_scores_gemma":[0.00007839274,0.0002039996,0.0002105585,0.001174604,0.00001860072,0.0001359873,0.008893723,0.0003591631,0.000333842,0.02144298,0.9670572,0.0000910348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001359523,0.00347441,0.005641584,0.8775671,0.09345107,0.0007392304,0.0001039506,0.00017208,0.01749102],"genre_scores_gemma":[0.02677337,0.004897904,0.01272264,0.8267801,0.03174206,0.004287816,0.0004014159,0.0005352353,0.09185954],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1348271,"threshold_uncertainty_score":0.7130424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323328007642963,"score_gpt":0.2033425811954718,"score_spread":0.1901093011190422,"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."}}