{"id":"W4366207492","doi":"10.7202/1098566ar","title":"The Blessings of Books","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Freedom of Expression and Defamation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Witness; Opposition (politics); Authoritarianism; Nazism; Political science; Law; Population; State (computer science); History; Sociology; Politics; Demography; Computer science; Democracy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003290301,0.0004469634,0.0005882877,0.001537806,0.01073736,0.01480377,0.0007462483,0.003812823,0.03472174],"category_scores_gemma":[0.02209288,0.0003226927,0.00044517,0.001339094,0.01852479,0.01084359,0.005307443,0.0113469,0.01265483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004434784,"about_ca_system_score_gemma":0.002408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00749864,"about_ca_topic_score_gemma":0.01281019,"domain_scores_codex":[0.992759,0.001921246,0.0002402782,0.0006374786,0.003861564,0.0005805029],"domain_scores_gemma":[0.9922228,0.002893647,0.0004732456,0.001342187,0.002136981,0.0009311016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004070274,0.00001205717,0.0004025404,0.00009274036,0.00001341909,0.0002690884,0.009290276,0.00004474088,0.0003657243,0.3691444,0.5868792,0.03344515],"study_design_scores_gemma":[0.000002786205,0.000007258135,0.0002162184,0.0001219824,0.000002376817,0.0001629334,0.002603162,0.00002026094,0.0001819257,0.01438454,0.9822876,0.000008919106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00963081,0.02122237,0.001926026,0.223845,0.01543811,0.00002810447,0.0002859625,0.0002420478,0.7273816],"genre_scores_gemma":[0.1542567,0.008784378,0.001000182,0.08658397,0.006681515,0.00003472473,0.0002018664,0.0005317279,0.7419249],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03472174,"threshold_uncertainty_score":0.1161557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060483212759799,"score_gpt":0.3703668160914984,"score_spread":0.2643184948155185,"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."}}