{"id":"W4223534353","doi":"10.2172/1861436","title":"Developing a Power Plant Suitability Model for the Energy Zones Mapping Tool","year":2022,"lang":"en","type":"report","venue":"","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power station; Combined cycle; Electricity generation; Engineering; Electricity; Natural gas; Distributed generation; Environmental science; Renewable energy; Power (physics); Electrical engineering; Waste management; Mechanical engineering; Gas turbines","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":[0.001431058,0.001125159,0.0004918698,0.001618873,0.000824982,0.001742507,0.001464632,0.0009117411,0.008416121],"category_scores_gemma":[0.004846656,0.0008390161,0.001436589,0.0009817736,0.0003964705,0.001858585,0.001104629,0.001007685,0.001942259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507835,"about_ca_system_score_gemma":0.002183037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02336977,"about_ca_topic_score_gemma":0.02438124,"domain_scores_codex":[0.9993615,0.0002074941,0.00004448524,0.0001022988,0.0002249284,0.00005937814],"domain_scores_gemma":[0.9983058,0.001101551,0.00007863795,0.0001220445,0.0003436131,0.00004840241],"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":[0.00005940854,0.00007774813,0.003423452,0.0001070542,0.00004701401,0.0002022056,0.0001232183,0.956853,0.001223183,0.007999045,0.006866351,0.02301831],"study_design_scores_gemma":[0.00002314671,0.0000168856,0.0003378156,0.00001669424,0.00001221355,0.00004143889,0.00005805447,0.9868791,0.001093691,0.002982938,0.008525028,0.0000131147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04346101,0.0000785198,0.9126719,0.0004201486,0.00006496521,0.0005825525,0.00466226,0.01473952,0.02331913],"genre_scores_gemma":[0.3554219,0.0001702924,0.6282504,0.000131799,0.00002503496,0.001323385,0.006691575,0.002174054,0.005811576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02336977,"threshold_uncertainty_score":0.04646748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04448189759059605,"score_gpt":0.241099670879868,"score_spread":0.1966177732892719,"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."}}