{"id":"W2188085775","doi":"10.29173/irie27","title":"Ethics in Deploying Data to make Wise Decisions","year":2007,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tata Sons; Anna University; Tata Consultancy Services","keywords":"Scrutiny; Data quality; Objectivity (philosophy); Process (computing); Business ethics; Computer science; Profit (economics); Data science; Knowledge management; Business; Public relations; Marketing; Political science; Economics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2188014,0.0007987155,0.001583071,0.003067792,0.007180572,0.0192041,0.002645321,0.01118348,0.001579995],"category_scores_gemma":[0.2072357,0.0008838532,0.0006955396,0.003139172,0.07713,0.02074487,0.01056752,0.01722683,0.00108977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007707297,"about_ca_system_score_gemma":0.02175388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003101101,"about_ca_topic_score_gemma":0.001922436,"domain_scores_codex":[0.6542367,0.2884938,0.01058835,0.00722259,0.03544731,0.004011155],"domain_scores_gemma":[0.6684216,0.262273,0.01397692,0.02246034,0.02587144,0.006996758],"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":[0.00003997935,0.00004010862,0.001167331,0.0003281476,0.00006915142,0.0002054702,0.01421729,0.0009778403,0.0002328212,0.945051,0.01301818,0.02465264],"study_design_scores_gemma":[0.00002773243,0.00003232346,0.0003553623,0.0009555661,0.00001266805,0.0001647739,0.004782538,0.001024868,0.0002904922,0.8856279,0.1066791,0.00004664162],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01884295,0.02407619,0.1548617,0.6893222,0.003874964,0.0004928714,0.000121613,0.0001175095,0.1082901],"genre_scores_gemma":[0.7242418,0.02185917,0.1189134,0.1173199,0.004721449,0.001610245,0.0001657791,0.0002445745,0.0109236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2188014,"threshold_uncertainty_score":0.963357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5220629272909041,"score_gpt":0.5418662979339997,"score_spread":0.01980337064309556,"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."}}