{"id":"W3216681840","doi":"10.15353/joci.v17i.3519","title":"Ethics in Social Design: Definitions, Models, and Perspectives","year":2021,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Function (biology); Knowledge management; Engineering ethics; Wonder; Information technology; Sociology; Business; Public relations; Computer science; Engineering; Political science; Psychology; Social psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004187644,0.00006729089,0.0001405654,0.0001241605,0.0007287669,0.0001691292,0.0008351384,0.00006401795,0.000002431266],"category_scores_gemma":[0.0006351661,0.00005221522,0.00002971755,0.0005794745,0.0001249533,0.001222699,0.0004155225,0.0018747,0.000002026597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005669967,"about_ca_system_score_gemma":0.0003758175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000012878,"about_ca_topic_score_gemma":0.00001586177,"domain_scores_codex":[0.998006,0.001109403,0.0004886943,0.000008029854,0.0002810707,0.0001067893],"domain_scores_gemma":[0.9966925,0.001944295,0.0003191714,0.0003033777,0.000714032,0.00002656021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005293703,0.00008387009,0.00002678595,0.00001733469,0.00002060883,0.000001073334,0.8157923,0.003841363,0.000008149089,0.1776135,0.0005503182,0.002039447],"study_design_scores_gemma":[0.0006248773,0.0001071917,0.001956249,0.00008906952,0.00002315663,0.0006933821,0.5688039,0.02101622,0.0001230691,0.406004,0.0004086205,0.0001502925],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1264859,0.0001684082,0.8625127,0.0091488,0.00003880804,0.00004461712,0.000001565325,0.00001304869,0.001586109],"genre_scores_gemma":[0.9206192,0.0003419527,0.07794755,0.00106413,0.00001695841,5.717598e-7,6.619997e-7,0.000003171015,0.000005727138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7941333,"threshold_uncertainty_score":0.8144744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2491559980734566,"score_gpt":0.341760216594771,"score_spread":0.09260421852131437,"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."}}