{"id":"W7036203090","doi":"","title":"Barriers to private housing development in townships in the Western Cape","year":2014,"lang":"en","type":"other","venue":"SUNScholar (Stellenbosch University)","topic":"Botanical Studies and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Poverty; Work (physics); Private sector; Quarter (Canadian coin)","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":[0.0003153016,0.0002137334,0.0002553035,0.0000269469,0.0002539523,0.00006252836,0.0007636542,0.000208585,0.0005049958],"category_scores_gemma":[0.0000499498,0.00009345339,0.000060815,0.0008922507,0.00004353328,0.00004887004,0.0002340441,0.0003949912,0.0001726563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022265,"about_ca_system_score_gemma":0.00001138019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009218518,"about_ca_topic_score_gemma":0.05388319,"domain_scores_codex":[0.99868,0.0001777595,0.0001682129,0.0004186532,0.0002065523,0.0003488459],"domain_scores_gemma":[0.9995047,0.0001126884,0.00008108692,0.0001231489,0.00001567454,0.0001627107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002473756,0.0007516487,0.4540635,0.0001913466,0.0002694039,0.0004107786,0.003946068,0.00006397774,0.002859148,0.007105534,0.09940995,0.4306812],"study_design_scores_gemma":[0.0001340849,0.00002897784,0.02537319,0.00009120784,0.000007033818,4.992448e-7,0.000532944,6.529247e-7,0.00001230359,0.000004954927,0.9735827,0.0002314475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8252162,0.0002964166,0.00002816783,0.003672282,0.0001314755,0.001211964,0.00003386242,0.0001266715,0.1692829],"genre_scores_gemma":[0.8411129,0.000745773,0.000762258,0.003497825,0.000533879,0.0000238864,0.00007374313,0.00003640533,0.1532134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8741727,"threshold_uncertainty_score":0.963381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157428216211785,"score_gpt":0.2006329048480007,"score_spread":0.1790586226858828,"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."}}