{"id":"W2901775341","doi":"10.1177/0894439318810734","title":"Big Data Ethics and Politics: Toward New Understandings","year":2018,"lang":"en","type":"article","venue":"Social Science Computer Review","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Big data; Scrutiny; Politics; Social media; Public relations; Sociology; Political science; Internet privacy; Media studies; Law; Computer 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":[0.07131738,0.001573564,0.003012229,0.01008956,0.007680866,0.02698429,0.004441564,0.0171044,0.003729457],"category_scores_gemma":[0.05062386,0.001452706,0.001561102,0.009243199,0.09843256,0.0667875,0.01243193,0.03021159,0.0008961397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01342452,"about_ca_system_score_gemma":0.0117523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002771618,"about_ca_topic_score_gemma":0.002573961,"domain_scores_codex":[0.9423962,0.04649891,0.001568312,0.002230432,0.005465487,0.001840625],"domain_scores_gemma":[0.8151422,0.1629139,0.0048977,0.006681035,0.007792637,0.002572572],"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":[0.000004055426,0.00001252624,0.0001271264,0.0001352115,0.000006425136,0.00003800377,0.006269948,0.0001341855,0.00002060916,0.9838779,0.004716764,0.00465729],"study_design_scores_gemma":[0.000004239265,0.000004967891,0.0001151079,0.0007743499,0.000002922852,0.00004426824,0.005507609,0.0003868317,0.00002244724,0.9463006,0.04682353,0.00001317599],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005152034,0.1181936,0.04314523,0.7833001,0.004415003,0.00007945296,0.0000894589,0.000054589,0.0455706],"genre_scores_gemma":[0.4633139,0.2714035,0.05711649,0.1669782,0.03110313,0.001187416,0.0002323321,0.0003539117,0.008311101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07131738,"threshold_uncertainty_score":0.3771669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3648777862006704,"score_gpt":0.4410435142896936,"score_spread":0.07616572808902317,"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."}}