{"id":"W4392100214","doi":"10.1016/b978-0-443-15988-6.00003-0","title":"Building trust with the ethical affordances of education technologies: A sociotechnical systems perspective","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Concordia University","funders":"","keywords":"Sociotechnical system; Affordance; Perspective (graphical); Engineering ethics; Sociology; Knowledge management; Engineering; Computer science; Human–computer interaction","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007166272,0.0006727342,0.0004541652,0.00139469,0.002963364,0.01485631,0.001283933,0.004731983,0.009128789],"category_scores_gemma":[0.01803082,0.0006753905,0.0005998994,0.00127296,0.02197444,0.01731653,0.006776449,0.005047442,0.0008165066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004968102,"about_ca_system_score_gemma":0.004120394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002887927,"about_ca_topic_score_gemma":0.003056118,"domain_scores_codex":[0.9926026,0.004823457,0.0002660774,0.0004252123,0.001352471,0.0005301005],"domain_scores_gemma":[0.9800653,0.01478556,0.00166158,0.001815888,0.0009334129,0.0007382985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005266846,0.00002284968,0.0003306912,0.00004056444,0.00001080318,0.00009252666,0.003053527,0.00142541,0.0001763367,0.9842287,0.00114279,0.009470408],"study_design_scores_gemma":[0.000004341181,0.00001622194,0.0002549186,0.0001160701,0.000007912118,0.0001096361,0.002021638,0.002664251,0.0003145264,0.9688573,0.02562308,0.00001025362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04543883,0.004329844,0.2374944,0.04598104,0.0003968909,0.00009868207,0.00006616317,0.0001535048,0.6660407],"genre_scores_gemma":[0.9481781,0.001928475,0.02541203,0.0008677472,0.0002014319,0.0001155595,0.00003395641,0.00008397514,0.0231787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9970366,"threshold_uncertainty_score":0.03789932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270448767744416,"score_gpt":0.3527011379068992,"score_spread":0.3256562611324576,"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."}}