{"id":"W4366590535","doi":"10.1145/3544549.3573790","title":"EduCHI 2023: 5th Annual Symposium on HCI Education","year":2023,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Engineering ethics; Computer science; Pedagogy; Sociology; Engineering","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":[0.007561147,0.00173346,0.001135574,0.003143988,0.002201666,0.007641288,0.001708085,0.005031717,0.1249845],"category_scores_gemma":[0.005347548,0.0005145792,0.001067153,0.001870886,0.001049921,0.005042882,0.004358565,0.005207676,0.05235875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002248802,"about_ca_system_score_gemma":0.007489958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005214532,"about_ca_topic_score_gemma":0.01925331,"domain_scores_codex":[0.9968574,0.0006509289,0.000151454,0.000226831,0.001466361,0.0006470329],"domain_scores_gemma":[0.9941573,0.000725632,0.0001705548,0.0002842673,0.002300757,0.002361458],"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":[0.00006805396,0.0001015397,0.0003791732,0.000214469,0.000009244887,0.00007820952,0.0002208206,0.00006590413,0.0006876782,0.001866093,0.8663944,0.1299144],"study_design_scores_gemma":[0.00000691756,0.00004604608,0.0007291581,0.0002675611,0.000007710711,0.00008482458,0.0001614046,0.0001582975,0.0003117073,0.0007196333,0.9974964,0.00001033753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009279087,0.1049277,0.04050102,0.1291753,0.292568,0.0007709326,0.004265474,0.006070848,0.4124417],"genre_scores_gemma":[0.02097958,0.03483625,0.0165372,0.01561055,0.02325213,0.0006731087,0.004925208,0.00178915,0.8813968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1249845,"threshold_uncertainty_score":0.4181148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705137504299007,"score_gpt":0.3145226811506739,"score_spread":0.2974713061076838,"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."}}