{"id":"W2769961013","doi":"","title":"Evaluation of Fire Danger and Fire Potential Indices for South Africa : case studies in Mpumalanga and the Western Cape","year":2017,"lang":"en","type":"dissertation","venue":"UpSpace Institutional Repository (University of Pretoria)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; National Geospatial-Intelligence Agency; European Centre for Medium-Range Weather Forecasts; Science Foundation Ireland; National Aeronautics and Space Administration","keywords":"Cape; Geography; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044947,0.0005628942,0.000393953,0.001810326,0.0008334884,0.001319863,0.0005811149,0.0004248801,0.001587706],"category_scores_gemma":[0.00417131,0.0001966915,0.0004394119,0.00325966,0.0006793872,0.0007064332,0.0005136467,0.0006365575,0.0001121004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004923976,"about_ca_system_score_gemma":0.001222236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.289989,"about_ca_topic_score_gemma":0.3765283,"domain_scores_codex":[0.9995872,0.0001839948,0.00002584817,0.00003120131,0.00007794924,0.00009381596],"domain_scores_gemma":[0.9981401,0.001077748,0.0002715535,0.00004073887,0.0002607403,0.0002091917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009619995,0.002046996,0.8223567,0.001274872,0.0003102708,0.0374031,0.02442845,0.03182102,0.008319003,0.005025927,0.002284194,0.06376749],"study_design_scores_gemma":[0.0001416526,0.0006571552,0.8831173,0.0004336559,0.0001964336,0.002231115,0.06561407,0.03865301,0.002285613,0.0007015956,0.005875907,0.00009262917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967726,0.0002315239,0.0002896233,0.0001233188,0.000003322026,0.0001217192,0.0002066962,0.000004066918,0.002247139],"genre_scores_gemma":[0.9970238,0.0004931529,0.001201016,0.00001870888,0.00000392045,0.00007623783,0.0001757574,0.000005492626,0.001001948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.289989,"threshold_uncertainty_score":0.5766021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04791020073557282,"score_gpt":0.3164046866731981,"score_spread":0.2684944859376253,"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."}}