{"id":"W1974605252","doi":"10.3138/jsp.42.3.271","title":"Freedom to Read vs. Obligation to Protect","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Democracy; Politics; Order (exchange); Variety (cybernetics); Dissemination; Obligation; Freedom of the press; Freedom of information; Political science; Cohesion (chemistry); Law; Sociology; Law and economics; Public relations; Internet privacy; Business; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008116608,0.0003329145,0.000514367,0.001198626,0.00432033,0.0103656,0.0009789775,0.005055732,0.0091887],"category_scores_gemma":[0.02026828,0.0002439749,0.0003993259,0.0009056415,0.04053921,0.01411121,0.006530483,0.00599975,0.002096352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002218647,"about_ca_system_score_gemma":0.003671803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002296784,"about_ca_topic_score_gemma":0.001983095,"domain_scores_codex":[0.9905249,0.004588123,0.0004470612,0.0008724655,0.002404488,0.001162997],"domain_scores_gemma":[0.9778624,0.01175321,0.002567671,0.003378032,0.001758091,0.00268063],"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":[0.00003932944,0.00002829696,0.0008748167,0.00007121987,0.000007721408,0.00007099406,0.01385206,0.000106616,0.0002032712,0.9623083,0.007471028,0.01496627],"study_design_scores_gemma":[0.00003775295,0.00009583995,0.002481181,0.0004387594,0.00001887809,0.0003381145,0.01114,0.0002119629,0.0006052323,0.6754602,0.3091208,0.00005138129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05126994,0.00696066,0.01133846,0.1344783,0.001497369,0.0000498106,0.0001732584,0.0001064059,0.7941258],"genre_scores_gemma":[0.9131906,0.002660391,0.001916186,0.01555815,0.002265527,0.000100681,0.00009911369,0.0001279211,0.06408147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9896344,"threshold_uncertainty_score":0.04292524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06064114171291873,"score_gpt":0.2947847531004837,"score_spread":0.234143611387565,"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."}}