{"id":"W4283579491","doi":"10.1080/14606925.2022.2088098","title":"Five components of social design: A unified framework to support research and practice","year":2022,"lang":"en","type":"article","venue":"The Design Journal","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"CLARITY; Strategic design; Conceptual framework; Social capital; Knowledge management; Corporate governance; Engineering ethics; Psychological resilience; Public relations; Management science; Sociology; Process management; Engineering; Business; Political science; Psychology; Computer science; Social psychology; Operations management; 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":[0.06948749,0.003643178,0.002251116,0.01875137,0.01204603,0.03069414,0.007297646,0.01150703,0.007408882],"category_scores_gemma":[0.03597801,0.00213263,0.002937097,0.01177335,0.07280593,0.02710176,0.01821276,0.01030931,0.002009992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02782515,"about_ca_system_score_gemma":0.04043086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316562,"about_ca_topic_score_gemma":0.01216316,"domain_scores_codex":[0.9232031,0.06329479,0.003414564,0.003080207,0.005395796,0.001611667],"domain_scores_gemma":[0.9512609,0.03338475,0.00238876,0.005013648,0.004483466,0.00346846],"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":[0.000007810119,0.00002489133,0.000315066,0.0002766656,0.00001820096,0.00005950055,0.009279263,0.0006493956,0.00006582971,0.9740514,0.00182872,0.01342345],"study_design_scores_gemma":[0.00002731151,0.00003932366,0.0003089516,0.001366186,0.00003108228,0.000115045,0.009794058,0.002464995,0.0001229609,0.8757488,0.1099463,0.00003485398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004856597,0.007315609,0.7996038,0.05643379,0.0006872931,0.00223279,0.0003120705,0.0007471319,0.1278109],"genre_scores_gemma":[0.1652622,0.005509073,0.8124308,0.002705429,0.0002497575,0.006343744,0.0003503121,0.0003010485,0.006847606],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06948749,"threshold_uncertainty_score":0.3674893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.249882304250188,"score_gpt":0.4258389508374606,"score_spread":0.1759566465872726,"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."}}