{"id":"W7115734375","doi":"10.29173/pathfinder130","title":"The Battle for Intellectual Freedom: Book Censorship in Canada and the United States","year":2025,"lang":"","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Censorship; Intellectual freedom; Battle; Democracy; Politics; Freedom of information; Legislation; Legislature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004356794,0.00027367,0.0006643805,0.004231543,0.04629083,0.01859084,0.002787345,0.003737682,0.008220817],"category_scores_gemma":[0.01231524,0.0003926305,0.0006017089,0.01009537,0.01576639,0.004846594,0.005865424,0.008266452,0.0004083971],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2329523,"about_ca_system_score_gemma":0.3455262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983144,"about_ca_topic_score_gemma":0.9993542,"domain_scores_codex":[0.9914146,0.0007051026,0.000158625,0.000507978,0.003915355,0.003298351],"domain_scores_gemma":[0.9836611,0.002711646,0.0007129892,0.0003776905,0.005857907,0.006678677],"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":[0.0001921987,0.0001472198,0.04741151,0.0003813854,0.00009731288,0.002985947,0.1026599,0.0008227141,0.0004033865,0.4117266,0.2697753,0.1633966],"study_design_scores_gemma":[0.00004650344,0.00003177986,0.09354897,0.00100637,0.00007006278,0.0004515962,0.1068939,0.00062876,0.0003976487,0.01656324,0.7801191,0.0002420978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2515748,0.04167943,0.0007636538,0.3091057,0.001525163,0.0001184635,0.001369724,0.0001195099,0.3937437],"genre_scores_gemma":[0.8643504,0.0234316,0.0008022875,0.04021753,0.0002700478,0.00005077619,0.0006735185,0.0001214851,0.07008227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2329523,"threshold_uncertainty_score":0.8896666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03317121510654704,"score_gpt":0.3237491648444485,"score_spread":0.2905779497379015,"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."}}