{"id":"W4399363521","doi":"10.1145/3630106.3659001","title":"Algorithmic Harms and Algorithmic Wrongs","year":2024,"lang":"en","type":"article","venue":"","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research; Western University","funders":"","keywords":"Conflation; Harm; Normative; Scholarship; Transparency (behavior); Dimension (graph theory); Computer science; Law and economics; Epistemology; Sociology; Engineering ethics; Political science; Computer security; Law; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008832904,0.00008026589,0.00009719552,0.00005679159,0.0004571653,0.0007169158,0.0001218754,0.0001461755,0.0004962795],"category_scores_gemma":[0.0001627715,0.00006906762,0.00004714292,0.0002056023,0.0003546862,0.0004934778,0.00003933202,0.0002390059,0.0001485825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005725352,"about_ca_system_score_gemma":0.0002283911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005863353,"about_ca_topic_score_gemma":0.001093272,"domain_scores_codex":[0.9990562,0.00006362599,0.000103593,0.0001959988,0.000289556,0.0002910233],"domain_scores_gemma":[0.9994771,0.0001851728,0.00001202735,0.00006944051,0.00007248099,0.0001837454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001607474,0.0000202762,0.0001137405,0.00002983129,0.00004403456,0.00003995387,0.04376322,3.872897e-7,0.0001812525,0.761926,0.0222337,0.171646],"study_design_scores_gemma":[0.0001447131,0.00005753825,0.0005921219,0.00005740268,0.00002643905,0.000003501727,0.01206552,0.001286712,0.0001001975,0.1613965,0.8239579,0.0003113677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05046001,0.004714747,0.003257852,0.1440392,0.002555699,0.0005424062,0.00002036794,0.001058493,0.7933512],"genre_scores_gemma":[0.9530064,0.002302022,0.00205953,0.001432177,0.001219772,0.000009252953,0.00000235479,0.00002090906,0.03994758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9025464,"threshold_uncertainty_score":0.8863676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216887289857765,"score_gpt":0.3924825323425276,"score_spread":0.3703136594439499,"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."}}