{"id":"W4415556728","doi":"10.1016/j.ref.2025.100769","title":"The impact of 100% renewable electricity on hydropower generation in Aotearoa New Zealand","year":2025,"lang":"en","type":"article","venue":"Renewable energy focus","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dispatchable generation; Renewable energy; Electricity generation; Hydropower; Electricity; Investment (military); Flexibility (engineering); Aotearoa","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":[0.0005707339,0.0002827626,0.0001761865,0.0004030821,0.0004630437,0.001809037,0.0004260068,0.0003318555,0.001896442],"category_scores_gemma":[0.001710413,0.0002073577,0.0004130729,0.0006176953,0.0005964493,0.001278206,0.0007354796,0.0005157605,0.0001690678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004722178,"about_ca_system_score_gemma":0.002849419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4814501,"about_ca_topic_score_gemma":0.4629196,"domain_scores_codex":[0.9996023,0.00006993684,0.00002248896,0.00003561663,0.0001719304,0.00009770331],"domain_scores_gemma":[0.9995056,0.00008336236,0.0001202764,0.00002302735,0.0001823804,0.00008527823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001778774,0.0003574907,0.4300406,0.001641735,0.0006464775,0.0188619,0.003058187,0.2899248,0.04343937,0.0514955,0.01239747,0.1463578],"study_design_scores_gemma":[0.0001772597,0.0006294898,0.7604784,0.0004753551,0.0002728798,0.001948586,0.01007032,0.1542517,0.00808375,0.01127149,0.0520991,0.0002416827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965987,0.0007965767,0.001196673,0.001292974,0.00003351919,0.00005007246,0.001013869,0.00002542708,0.029604],"genre_scores_gemma":[0.9972364,0.0007307659,0.0003826319,0.00004261575,0.000004406159,0.00001120564,0.000190286,0.000009595353,0.001392082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4814501,"threshold_uncertainty_score":0.9572956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001943260021069,"score_gpt":0.2403674752253435,"score_spread":0.2303480426251328,"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."}}