{"id":"W4408977592","doi":"10.1111/papa.12284","title":"The Digital Memory Hole: Distortion and Accountability in the Age of New Media","year":2025,"lang":"en","type":"article","venue":"Philosophy &amp Public Affairs","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Scrutiny; Accountability; Argument (complex analysis); Distortion (music); Subtractive color; Criticism; Sociology; Public relations; Epistemology; Digital media; Political science; Law and economics; Psychology; Positive economics; Law; Computer science; Economics; Telecommunications; Philosophy; Medicine; Physics; Optics","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":[0.02293689,0.0003713145,0.0004608187,0.003374203,0.009673486,0.02040223,0.0017843,0.005334978,0.006980055],"category_scores_gemma":[0.05163911,0.0004186258,0.0003471644,0.002084606,0.05922773,0.030067,0.01215353,0.006698661,0.0007870229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008042613,"about_ca_system_score_gemma":0.005287502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005742229,"about_ca_topic_score_gemma":0.004669617,"domain_scores_codex":[0.9839813,0.008598961,0.0005424918,0.00119891,0.00446315,0.001215186],"domain_scores_gemma":[0.9400374,0.03466318,0.009380125,0.008028815,0.005350912,0.002539587],"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":[0.0000568754,0.00002591687,0.002401423,0.00008240387,0.00001192164,0.0004800068,0.08313366,0.0003307481,0.0002673126,0.8717192,0.01351811,0.02797253],"study_design_scores_gemma":[0.00003271659,0.00007558507,0.002417135,0.0006124555,0.00001930163,0.0007399342,0.04981566,0.001088527,0.0008725742,0.6283296,0.3159167,0.00007964918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1676033,0.01306841,0.02030215,0.3524584,0.002292168,0.0000567907,0.0001463461,0.0002949666,0.4437775],"genre_scores_gemma":[0.9824055,0.001725248,0.001125063,0.005479289,0.0008263059,0.00001791538,0.00001236846,0.00008190491,0.008326442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02293689,"threshold_uncertainty_score":0.1213033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04904073083093129,"score_gpt":0.2412095958843015,"score_spread":0.1921688650533702,"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."}}