{"id":"W6945069566","doi":"10.25375/uct.7233869","title":"DDPP Phase II - Reports","year":2019,"lang":"en","type":"article","venue":"Open University of Cape Town (University of Cape Town)","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Order (exchange); Phase (matter); Greenhouse gas; Climate change; Politics; Sustainable energy; Energy sector","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":[0.01514299,0.001451547,0.0007851218,0.00452653,0.002159523,0.01055481,0.003893141,0.003611597,0.1653601],"category_scores_gemma":[0.01810575,0.0009493759,0.001403026,0.003862468,0.0008055231,0.003462092,0.00514667,0.003148214,0.1185603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003952812,"about_ca_system_score_gemma":0.02397521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131517,"about_ca_topic_score_gemma":0.006974032,"domain_scores_codex":[0.9904838,0.001412505,0.0006016241,0.0008821793,0.005546437,0.00107348],"domain_scores_gemma":[0.979357,0.001349913,0.001079172,0.002168599,0.01366626,0.002379067],"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":[0.0002971385,0.0001577621,0.000557825,0.0008114854,0.00001937787,0.00008366553,0.00008164492,0.0002669959,0.0009845004,0.01000575,0.9470256,0.03970832],"study_design_scores_gemma":[0.00003955145,0.00004641272,0.0007108722,0.0001947056,0.000006214811,0.00002563679,0.0000390193,0.00003480823,0.000584856,0.0008024074,0.9975082,0.000007397281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004447003,0.008993797,0.01185716,0.02422052,0.0417548,0.01479577,0.1856384,0.004212205,0.7040803],"genre_scores_gemma":[0.02025277,0.009244482,0.01760991,0.01136674,0.007467916,0.01421168,0.2112838,0.002336035,0.7062267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1653601,"threshold_uncertainty_score":0.5531847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299258393692234,"score_gpt":0.2398952600097566,"score_spread":0.2269026760728343,"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."}}