{"id":"W6907955598","doi":"10.25375/uct.7233875","title":"DDPP Phase II - Model Inputs","year":2018,"lang":"en","type":"dataset","venue":"Open University of Cape Town (University of Cape Town)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Sustainable development; Phase (matter); Climate change; Greenhouse gas; Energy sector; Sustainable energy; Energy (signal processing)","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":[0.001524474,0.001893127,0.001026897,0.002491765,0.0006524097,0.001854482,0.003305458,0.002157788,0.07210933],"category_scores_gemma":[0.008610352,0.0007581995,0.002066078,0.003998225,0.0003646771,0.001589206,0.001138047,0.002364141,0.04919696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737361,"about_ca_system_score_gemma":0.002141421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03641364,"about_ca_topic_score_gemma":0.04434069,"domain_scores_codex":[0.9991308,0.0002333936,0.00007721595,0.0002671449,0.0001823474,0.0001091742],"domain_scores_gemma":[0.9979823,0.0008009847,0.0001318845,0.0003613537,0.0006139029,0.0001096141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001469784,0.00007525011,0.002674641,0.0006417034,0.0001074911,0.00005469261,0.00002313286,0.009355532,0.00007347345,0.001412058,0.9805889,0.004846178],"study_design_scores_gemma":[0.001186581,0.00007685987,0.009207159,0.0007115664,0.000129555,0.0001267311,0.0002078421,0.01810075,0.000582777,0.008051486,0.9615415,0.00007732423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006833987,0.00009182669,0.0002803093,0.0001699153,0.00005840467,0.00003895276,0.9970604,0.0004532995,0.00116356],"genre_scores_gemma":[0.001853171,0.00006353544,0.0009101031,0.00006503605,0.00001286475,0.0002352806,0.9957491,0.00009829924,0.00101263],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07210933,"threshold_uncertainty_score":0.2412298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02940618140110494,"score_gpt":0.2557021749295329,"score_spread":0.226295993528428,"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."}}