{"id":"W3203532894","doi":"10.21203/rs.3.rs-757671/v1","title":"Selected ‘Starter Kit’ energy system modelling data for Philippines (#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; Business; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001179962,0.0004852842,0.000659735,0.0006587324,0.0002227369,0.0005682515,0.001357445,0.0008214851,0.0000452057],"category_scores_gemma":[0.0002150742,0.0004993903,0.0001344692,0.0009616106,0.00004452624,0.0002899708,0.0008974648,0.001151501,0.00001292273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008279838,"about_ca_system_score_gemma":0.0004959463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001242716,"about_ca_topic_score_gemma":0.0005007206,"domain_scores_codex":[0.9958937,0.0004029459,0.0006878465,0.001082125,0.0009498965,0.0009834979],"domain_scores_gemma":[0.9940247,0.0002806407,0.00007800807,0.00252043,0.00290368,0.0001925446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001989809,0.00002393876,0.000005775515,0.005562566,0.0002807986,0.00002362007,0.0002043293,0.9848068,0.0004677101,0.001023609,0.007061854,0.0005190686],"study_design_scores_gemma":[0.0002478026,0.00002865813,0.000002466159,0.002871589,0.00003204129,0.00001087818,0.0007818392,0.9842931,0.001450657,0.00004490845,0.009787911,0.0004481327],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003379086,0.0043726,0.9843041,0.00007222817,0.001519161,0.001069496,0.001153865,0.001299549,0.002829968],"genre_scores_gemma":[0.960176,0.0007522363,0.01246129,0.000005852902,0.001458135,0.001148632,0.02260857,0.0003603407,0.001028963],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9718428,"threshold_uncertainty_score":0.9997458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08796937107831618,"score_gpt":0.3262981411588903,"score_spread":0.2383287700805741,"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."}}