{"id":"W1592054344","doi":"","title":"An analytical study of the regulation of South African diamond trade from 1994 to 2009 with reference to aspects of the 1996 Constitution.","year":2009,"lang":"en","type":"dissertation","venue":"ResearchSpace (University of KwaZulu-Natal)","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Serbian Academy of Sciences and Arts; European Commission; U.S. Department of the Treasury; African Union; Royal Bank of Canada; International Fund for Animal Welfare","keywords":"Constitution; Diamond; Political science; Law and economics; Law; Economics; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007121417,0.0002010378,0.0005501412,0.0003596847,0.0004863242,0.00002565887,0.001876601,0.0002390214,0.0000714531],"category_scores_gemma":[0.000471835,0.0001604745,0.0001349742,0.002323787,0.001135393,0.0002516326,0.0001696642,0.0004804476,0.000004523431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002377031,"about_ca_system_score_gemma":0.001065109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05729345,"about_ca_topic_score_gemma":0.1692596,"domain_scores_codex":[0.9958337,0.00074402,0.0002655005,0.0004898939,0.00231104,0.0003558495],"domain_scores_gemma":[0.997547,0.0002242943,0.0005226608,0.0009870291,0.0004360606,0.0002829595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002462029,0.001433418,0.01703542,0.0001670843,0.0003926567,0.0000186128,0.9144818,0.001325551,0.003440502,0.05659489,0.0009424781,0.001705551],"study_design_scores_gemma":[0.0008393499,0.001020592,0.473598,0.000485278,0.0002812155,1.892109e-7,0.5178939,0.00006313164,0.001259173,0.0005931637,0.003660171,0.0003058795],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531699,0.00006375855,0.00002808166,0.001064856,0.0000568216,0.001472249,0.0004744859,0.00001774131,0.04365204],"genre_scores_gemma":[0.9976395,0.000008829617,0.0003126001,0.000006335978,0.00002575038,0.000001078402,0.0000440552,0.00001041959,0.001951443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4565626,"threshold_uncertainty_score":0.9489841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519623775333819,"score_gpt":0.3152517711823563,"score_spread":0.2800555334290181,"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."}}