{"id":"W7163300282","doi":"","title":"When Algorithms Rule, Values Can Wither","year":2022,"lang":"en","type":"article","venue":"VU Research Portal","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"","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":[0.006385319,0.0009302217,0.001111911,0.002416127,0.002215392,0.01234261,0.002941666,0.003831719,0.07013881],"category_scores_gemma":[0.05893786,0.001058222,0.001658165,0.002236561,0.004042827,0.02207315,0.004525252,0.004361349,0.02815057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581953,"about_ca_system_score_gemma":0.002575736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003257165,"about_ca_topic_score_gemma":0.003734281,"domain_scores_codex":[0.9904228,0.002304789,0.0007688893,0.002357259,0.003038532,0.001107696],"domain_scores_gemma":[0.9817098,0.008733192,0.0007539393,0.005817694,0.002451073,0.0005343868],"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":[0.0003219599,0.0001518318,0.002895463,0.0003447619,0.00007385498,0.0004607694,0.001316822,0.001280617,0.002085077,0.8062297,0.05775208,0.1270872],"study_design_scores_gemma":[0.00009276943,0.00006098938,0.0007463035,0.0001949852,0.00009002512,0.0003526156,0.0006712864,0.006149197,0.00847564,0.6850228,0.298077,0.00006634707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02990453,0.001406941,0.4050887,0.01358684,0.00645096,0.0006248854,0.002924912,0.01180123,0.528211],"genre_scores_gemma":[0.484032,0.002578882,0.1620498,0.005857731,0.002985026,0.0008260634,0.005230614,0.01148915,0.3249508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07013881,"threshold_uncertainty_score":0.2346377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0726899668738104,"score_gpt":0.3496433036164143,"score_spread":0.2769533367426039,"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."}}