{"id":"W2943037753","doi":"10.1145/3290607.3298994","title":"EduCHI 2019 Symposium","year":2019,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Curriculum; Engineering ethics; Discipline; Pedagogy; Sociology; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.008059418,0.001480558,0.0006550698,0.002994923,0.003178066,0.009204981,0.00210198,0.00508193,0.2052099],"category_scores_gemma":[0.004983589,0.0005282276,0.001267989,0.001346609,0.001000446,0.002958355,0.007136934,0.004536963,0.1040789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004455542,"about_ca_system_score_gemma":0.009611162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002690863,"about_ca_topic_score_gemma":0.01084184,"domain_scores_codex":[0.9956369,0.0009068518,0.0001877279,0.0005214997,0.001570187,0.001176821],"domain_scores_gemma":[0.9924426,0.0007140292,0.0002273561,0.0003732774,0.00247579,0.003766838],"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":[0.0001837246,0.0002193571,0.00104777,0.0004072259,0.00001326264,0.0004528913,0.0005883083,0.00009377988,0.001305443,0.007509248,0.8837239,0.1044551],"study_design_scores_gemma":[0.000006797284,0.00004106721,0.0005645025,0.0000871081,0.000004001355,0.00008063992,0.000234092,0.00003785252,0.000306672,0.0005102188,0.9981206,0.000006531712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01303973,0.01998798,0.01289148,0.1583589,0.1400745,0.0007519853,0.006240521,0.003109613,0.6455452],"genre_scores_gemma":[0.02085283,0.004388598,0.004254902,0.01274369,0.009196865,0.0004574228,0.003813111,0.0006126553,0.9436799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2052099,"threshold_uncertainty_score":0.6864955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00511307135274783,"score_gpt":0.233368347577832,"score_spread":0.2282552762250841,"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."}}