{"id":"W2037497430","doi":"10.1002/asi.20184","title":"Ethical decision‐making for knowledge representation and organization systems for global use","year":2005,"lang":"en","type":"article","venue":"Journal of the American Society for Information Science and Technology","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Multidisciplinary approach; Representation (politics); Relation (database); Knowledge management; Computer science; Management science; Ethical decision; Information system; Knowledge representation and reasoning; Engineering ethics; Sociology; Artificial intelligence; Political science; Social science; Data mining; 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":[0.1203393,0.0008629297,0.0008478271,0.003686398,0.005344858,0.01656855,0.002307345,0.005123406,0.004153274],"category_scores_gemma":[0.1173665,0.0005922503,0.001217018,0.00245063,0.03033243,0.01508172,0.009238306,0.006345774,0.0006893477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007803079,"about_ca_system_score_gemma":0.01438227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001937821,"about_ca_topic_score_gemma":0.002899148,"domain_scores_codex":[0.8079959,0.1651323,0.004309413,0.00287838,0.01775854,0.001925483],"domain_scores_gemma":[0.8217081,0.1323437,0.009185714,0.01978299,0.01470421,0.002275184],"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":[0.0000116479,0.00002886052,0.0002074089,0.00006613614,0.00001423102,0.00003032465,0.001732946,0.002287817,0.000130442,0.9771681,0.00174068,0.01658145],"study_design_scores_gemma":[0.00002746092,0.00002175356,0.000160984,0.0002676404,0.00001255077,0.00005033122,0.00161135,0.01172119,0.0006109691,0.9628708,0.02261673,0.00002825486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0166172,0.001393546,0.864546,0.03703314,0.0004095684,0.0006624882,0.00005918195,0.0001253768,0.07915354],"genre_scores_gemma":[0.3927475,0.0007100938,0.5976566,0.001653416,0.0002291537,0.001248655,0.00007581987,0.00008470353,0.005594113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1203393,"threshold_uncertainty_score":0.6364225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061279474258697,"score_gpt":0.4485265498871066,"score_spread":0.3423986024612369,"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."}}