{"id":"W3171206137","doi":"10.1002/er.6932","title":"Save water and energy: A techno‐economic analysis of a floating solar photovoltaic system to power a water integration project in the Brazilian semiarid","year":2021,"lang":"en","type":"article","venue":"International Journal of Energy Research","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Photovoltaic system; Environmental science; Solar energy; Power (physics); Renewable energy; Photovoltaics; Water pumping; Environmental engineering; Engineering physics; Engineering; Electrical engineering; Mechanical engineering; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.001749787,0.0001439576,0.0003154677,0.0009157593,0.0001125597,0.0001225344,0.000627614,0.00007486551,0.000166898],"category_scores_gemma":[0.00009880591,0.00008056879,0.0001444128,0.0005190277,0.0001482409,0.0002744425,0.0006323118,0.0002487554,0.00000586105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006461203,"about_ca_system_score_gemma":0.000054681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008223903,"about_ca_topic_score_gemma":0.01105439,"domain_scores_codex":[0.9972975,0.0003886651,0.0006243289,0.0002916144,0.001047791,0.0003501511],"domain_scores_gemma":[0.9991681,0.0001679961,0.0001124461,0.000215156,0.0002721427,0.00006415141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003465473,0.0002370214,0.006747311,0.00001236414,0.001412565,0.0005521111,0.0080205,0.01215504,0.9584715,0.006784737,0.0009531835,0.004307139],"study_design_scores_gemma":[0.0006918662,0.0004089382,0.00289354,0.0002137698,0.0001085652,0.0003481178,0.007870297,0.01615143,0.9593107,0.002460742,0.009288928,0.0002531169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987408,0.00007987555,0.0009418593,0.001765103,0.0001818485,0.00005487451,0.0000224192,0.000006963945,0.009539101],"genre_scores_gemma":[0.9989426,0.00002549586,0.0003148515,0.0001341416,0.00007770282,0.00002249151,0.00001829307,0.00001326102,0.0004511935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01153461,"threshold_uncertainty_score":0.9983804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267327738908179,"score_gpt":0.3092855813518537,"score_spread":0.2866123039627719,"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."}}