{"id":"W4376269306","doi":"10.2172/1973109","title":"South Africa National Cooling Plan","year":2023,"lang":"en","type":"report","venue":"Lawrence Berkeley National Laboratory","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Forestry, Fisheries and the Environment","keywords":"Plan (archaeology); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00173471,0.0005028772,0.0003863109,0.0002775762,0.0003977489,0.0001046723,0.0006205396,0.0004576014,0.003519134],"category_scores_gemma":[0.001106976,0.0005357151,0.0001257067,0.001221536,0.0003642361,0.0003955972,0.0005193473,0.0005692522,0.007306419],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004333233,"about_ca_system_score_gemma":0.002311751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002111345,"about_ca_topic_score_gemma":0.00008875068,"domain_scores_codex":[0.9924495,0.00008510335,0.000630804,0.0008696048,0.005250869,0.0007140713],"domain_scores_gemma":[0.9985352,0.0002206191,0.0004307937,0.0002427039,0.0003212273,0.000249422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003407822,0.0001297133,0.01811519,0.0001045164,0.0001395593,0.00008039587,0.0009874078,0.003125343,0.0001951308,0.001595323,0.9748931,0.0006002437],"study_design_scores_gemma":[0.000264452,0.00002314764,0.06668627,0.00007007384,0.00002670752,0.00000789366,0.0001955948,0.0001310819,0.0000729032,0.00248551,0.9292497,0.0007866388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02161912,0.0004516978,0.00002637,0.0004242121,0.002110243,0.0008741192,0.004514978,0.0006520437,0.9693272],"genre_scores_gemma":[0.7565678,0.0009679685,0.002418568,0.002175999,0.00415991,0.0009735032,0.007136593,0.0005481995,0.2250514],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7442758,"threshold_uncertainty_score":0.9997094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05431811596291773,"score_gpt":0.2841691824987781,"score_spread":0.2298510665358603,"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."}}