{"id":"W1881710185","doi":"10.21991/c92378","title":"FROM MARGINALIZED DISCOURSES TO TENDER EMBRACES: BUILDING A NEW FREEDOM OF EXPRESSION JURISPRUDENCE IN SOUTH AFRICA","year":2011,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jurisprudence; Freedom of expression; Expression (computer science); Law; Political science; Sociology; Gender studies; Human rights; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005852532,0.000386432,0.0005940094,0.0004805989,0.0008680972,0.0001009704,0.001040583,0.0003102843,0.001288133],"category_scores_gemma":[0.001729083,0.0003725819,0.0002330013,0.001042706,0.0057508,0.001128749,0.0004004954,0.0003491196,0.0001792296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003346813,"about_ca_system_score_gemma":0.002933358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005031454,"about_ca_topic_score_gemma":0.001020117,"domain_scores_codex":[0.9960641,0.0002087495,0.0008493483,0.0007791277,0.001044331,0.001054306],"domain_scores_gemma":[0.9978759,0.0003411055,0.0003445874,0.0005331282,0.0002923268,0.0006129109],"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":[0.0002328702,0.0001779871,0.02285759,0.00001066247,0.00004063546,0.00003717995,0.06099787,0.000349895,0.001261651,0.9115183,0.00233169,0.0001836842],"study_design_scores_gemma":[0.006273893,0.0002508462,0.003047775,0.002942557,0.0002522457,0.00001762954,0.140368,0.0002859987,0.009134842,0.1945513,0.6403359,0.002538961],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06924502,0.006120086,0.5006549,0.004739714,0.006028441,0.002911005,0.001174811,0.0005723705,0.4085537],"genre_scores_gemma":[0.9529265,0.00001823075,0.04567944,0.0001696318,0.0002996616,0.00008077887,0.00002045376,0.00001485412,0.0007904353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8836815,"threshold_uncertainty_score":0.9998726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05095967262843192,"score_gpt":0.311975994854807,"score_spread":0.2610163222263751,"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."}}