{"id":"W2266143053","doi":"10.22145/flr.39.1.6","title":"The Process of Law Reform: Conditions for Success","year":2011,"lang":"en","type":"article","venue":"Federal Law Review","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library of Parliament; University of Toronto","funders":"","keywords":"Parliament; Law reform; Law; Politics; Public law; Government (linguistics); Perspective (graphical); Political science; Project commissioning; Publishing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007503286,0.00008401118,0.0002252333,0.00000512999,0.001340345,0.00005244224,0.0004925816,0.00004961453,0.0002582741],"category_scores_gemma":[0.0001558141,0.0000522266,0.0001207241,0.0001284282,0.000706611,0.000252269,0.00003071167,0.00007560063,0.00004134734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004854095,"about_ca_system_score_gemma":0.00007886647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006467527,"about_ca_topic_score_gemma":0.005043361,"domain_scores_codex":[0.9989387,0.0001183331,0.0003028456,0.0001345891,0.0002395964,0.000265949],"domain_scores_gemma":[0.9991646,0.0001027206,0.0001705586,0.0002220995,0.0002636051,0.00007636488],"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":[0.000004198406,0.00001950443,0.00002371055,0.0005186837,0.00001066541,3.43255e-7,0.004988341,1.570595e-8,5.355731e-7,0.9934213,0.0007301247,0.0002825852],"study_design_scores_gemma":[0.00006992446,0.00003143627,0.00001343543,0.0005430364,0.00003236837,3.247758e-7,0.0002091098,4.44552e-7,0.00009357206,0.03152094,0.967402,0.00008341049],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0002448775,0.03441468,0.00001528438,0.001814581,0.0002436511,0.00107448,0.00004415818,0.00005235015,0.9620959],"genre_scores_gemma":[0.9923533,0.003712737,0.0002439668,0.001549012,0.0001217995,0.0004342604,0.000007815205,0.00001151173,0.001565629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9921084,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06468398277748962,"score_gpt":0.3863881121285749,"score_spread":0.3217041293510853,"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."}}