{"id":"W2284027942","doi":"","title":"Development of a Comprehensive Energy Model for Canada","year":2016,"lang":"en","type":"article","venue":"World Academy of Science, Engineering and Technology, International Journal of Energy and Power Engineering","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Computer science","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":[0.0005825229,0.0007350025,0.0006749472,0.001394881,0.002879317,0.002807508,0.002449264,0.001338873,0.01073008],"category_scores_gemma":[0.00185124,0.0005770515,0.0009645204,0.002822448,0.0005547622,0.001501455,0.0008709764,0.00141415,0.0009084797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03961587,"about_ca_system_score_gemma":0.06894228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9777324,"about_ca_topic_score_gemma":0.9757386,"domain_scores_codex":[0.9995031,0.00008257928,0.00001637265,0.00005503395,0.0002071107,0.0001358124],"domain_scores_gemma":[0.9991521,0.00009242741,0.00002473588,0.00003399725,0.0006196304,0.00007717622],"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":[0.00002948776,0.00002994387,0.001625212,0.0000367362,0.00002047105,0.00008743077,0.00007259459,0.9014491,0.0001820541,0.07786089,0.009897413,0.008708552],"study_design_scores_gemma":[0.00004258442,0.00001800528,0.001173617,0.00004354015,0.00003238617,0.00002942286,0.0003271427,0.9404539,0.0003596047,0.01987971,0.03758821,0.00005181731],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2079306,0.001195294,0.1960147,0.009068265,0.0003679015,0.001060027,0.0410816,0.001706181,0.5415753],"genre_scores_gemma":[0.8476721,0.001095824,0.08167578,0.0004754739,0.00002859719,0.0005235818,0.006832666,0.0005137883,0.06118216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03961587,"threshold_uncertainty_score":0.2874346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008706677610965106,"score_gpt":0.2288295764709066,"score_spread":0.2201228988599415,"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."}}