{"id":"W2287127029","doi":"","title":"'Stacking the odds against the accused' : appraising the curial attitude towards amici participation in criminal matters","year":2011,"lang":"en","type":"article","venue":"South African Journal of Criminal Justice","topic":"Criminal Law and Evidence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Law; Odds; Political science; Jurisprudence; Compromise; Sociology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005121127,0.0002279156,0.0003053514,0.0001510698,0.001359184,0.0003136686,0.001457045,0.00008175184,0.00009368624],"category_scores_gemma":[0.001847399,0.0001195727,0.0002301379,0.0005485186,0.001124692,0.000552711,0.0001237048,0.0008007427,0.00002297653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001692709,"about_ca_system_score_gemma":0.0005085173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145532,"about_ca_topic_score_gemma":0.0007299813,"domain_scores_codex":[0.9960154,0.001132559,0.0008068048,0.0002198807,0.00113358,0.0006917254],"domain_scores_gemma":[0.9973539,0.0009827999,0.000763837,0.0003327528,0.0003809783,0.0001857749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007522061,0.0001252244,0.001010447,0.000112216,0.00005391786,0.0001138975,0.9677953,0.0004448282,0.0001366439,0.01240332,0.0005233285,0.01652869],"study_design_scores_gemma":[0.0004812696,0.0002513922,0.02137753,0.0003560786,0.002664177,0.00004719017,0.9666212,0.0001994262,0.000153774,0.0007235123,0.006822424,0.0003020433],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738628,0.0004462089,0.002665841,0.01213891,0.00166375,0.0003069542,0.000004508755,0.00002081368,0.008890164],"genre_scores_gemma":[0.9961174,0.00008574095,0.0002902786,0.002003548,0.001426493,0.000009922464,3.340622e-7,0.00001941124,0.00004685487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02225456,"threshold_uncertainty_score":0.9999409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1306880141118046,"score_gpt":0.3707971402106607,"score_spread":0.2401091260988561,"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."}}