{"id":"W3158881620","doi":"10.21203/rs.3.rs-480566/v1","title":"Selected ‘Starter Kit’ energy system modelling data for Tunisia (#CCG)","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Foreign, Commonwealth and Development Office; Universidade Federal de Ouro Preto; Government of the United Kingdom","keywords":"Starter; Computer science; Engineering; Automotive engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004415984,0.0004834558,0.0003916163,0.002013626,0.0003079312,0.0007996202,0.0005339039,0.0006144895,0.01525277],"category_scores_gemma":[0.001870738,0.0001877194,0.0005354354,0.003622255,0.0001613643,0.0005396547,0.0004083861,0.0005215869,0.004325039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317643,"about_ca_system_score_gemma":0.0009407201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09123503,"about_ca_topic_score_gemma":0.06717415,"domain_scores_codex":[0.9997275,0.0000564644,0.00002981629,0.00005788903,0.00008240066,0.00004598796],"domain_scores_gemma":[0.999115,0.00017204,0.0001203445,0.0002157164,0.0003250127,0.00005182267],"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":[0.0007396273,0.0004395907,0.06265204,0.001427862,0.0003768146,0.0009187643,0.0003144212,0.2104056,0.004916234,0.009970331,0.6273851,0.08045363],"study_design_scores_gemma":[0.0003510731,0.0001461241,0.1791383,0.000430251,0.00008204123,0.0002748243,0.0007960799,0.07550328,0.008454724,0.00433643,0.7303291,0.0001577124],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1001774,0.0003289754,0.00195893,0.0004889393,0.0000822527,0.00007573573,0.8834381,0.001405409,0.01204415],"genre_scores_gemma":[0.1585803,0.0003175913,0.002850009,0.0000860462,0.00003374396,0.0001553954,0.8322517,0.0002706509,0.005454683],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09123503,"threshold_uncertainty_score":0.181408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08450499022979915,"score_gpt":0.325429225662404,"score_spread":0.2409242354326049,"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."}}