{"id":"W2121490920","doi":"","title":"A socio-environmental history of water in the Karoo c.1762-2012, with specific focus on Prince Albert and Williston","year":2013,"lang":"en","type":"dissertation","venue":"SUNScholar (Stellenbosch University)","topic":"South African History and Culture","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Focus (optics); Geography; Environmental history; Environmental ethics; History; Philosophy; Economic history; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.000321828,0.0002651593,0.0002963549,0.0002547552,0.0004178405,0.00003091967,0.0005293065,0.0003778678,0.0007374867],"category_scores_gemma":[0.00001226418,0.0001926118,0.000102816,0.0001654587,0.0005046329,0.0005017894,0.00002609756,0.000731672,0.0000827242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150164,"about_ca_system_score_gemma":0.0002074248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004025743,"about_ca_topic_score_gemma":0.001508151,"domain_scores_codex":[0.9980735,0.0004488239,0.0001651869,0.0004432221,0.0005431401,0.0003261784],"domain_scores_gemma":[0.9992895,0.00008648102,0.0001767942,0.0002998261,0.00003921884,0.0001082407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001258509,0.0006811511,0.01036817,0.0001644189,0.0001579561,0.0002366493,0.9487575,0.000006997314,0.002067546,0.02420051,0.009060651,0.003039976],"study_design_scores_gemma":[0.0004542608,0.0001360805,0.001947749,0.0000678111,0.0000541551,9.659054e-7,0.161825,1.166837e-7,0.00005518284,0.00005169951,0.8351425,0.0002644188],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7500203,0.00129678,6.767489e-7,0.0001029746,0.0002768405,0.0004763889,0.00001137468,0.00001792264,0.2477967],"genre_scores_gemma":[0.6831376,0.0004997764,0.00002288403,0.00004701564,0.00007902193,0.000003582348,0.00008793642,0.00002397126,0.3160982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8260819,"threshold_uncertainty_score":0.8074962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009480063779124817,"score_gpt":0.1834872520199649,"score_spread":0.1740071882408401,"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."}}