{"id":"W6959349922","doi":"10.11575/prism/48214","title":"Assessing the Values, Definitions, and Structures of Legislative Approaches to Disinformation","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disinformation; Legislature; The Internet; Freedom of information; Social media; Human rights; Legislation; Freedom of expression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03480764,0.0003805923,0.0003330329,0.007489731,0.01079259,0.01741931,0.001990093,0.001788397,0.00325275],"category_scores_gemma":[0.06128784,0.0003870381,0.0003643319,0.006784856,0.02722963,0.006829496,0.006197735,0.003257433,0.0002351901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0584082,"about_ca_system_score_gemma":0.05314881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3902932,"about_ca_topic_score_gemma":0.6610168,"domain_scores_codex":[0.9537094,0.02079568,0.00126269,0.002417392,0.01771857,0.004096432],"domain_scores_gemma":[0.9149897,0.05058268,0.008816835,0.004466581,0.01878864,0.002355519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003014678,0.00003376791,0.02921191,0.0001384595,0.00002303061,0.000124312,0.05821793,0.0008629659,0.0005517241,0.8732775,0.002254577,0.03527371],"study_design_scores_gemma":[0.00002709652,0.0001022611,0.1583382,0.002514826,0.0001796729,0.0004124716,0.2774522,0.004033186,0.004396283,0.1969204,0.3554163,0.0002070612],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1916236,0.003651174,0.01550395,0.01935751,0.0001196608,0.0003291448,0.0003168928,0.00004208476,0.769056],"genre_scores_gemma":[0.9796054,0.001656476,0.006418364,0.001509147,0.00002913419,0.0001821668,0.000123597,0.00003252882,0.01044322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3902932,"threshold_uncertainty_score":0.7760429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2187089121779587,"score_gpt":0.3029843668001396,"score_spread":0.08427545462218097,"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."}}