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Agence Nationale de la Recherche; Science and Engineering Research Board; National Science Foundation; U.S. Department of Energy; Université de Lille; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Deutscher Akademischer Austauschdienst; Verband der Chemischen Industrie; Ministério da Ciência, Tecnologia e Ensino Superior; LABoratoires d’EXcellence ARCANE; Fonds National de la Recherche Luxembourg; Agencia Nacional de Investigación e Innovación; Air Force Research Laboratory; Bundesamt für Energie; National Institute of Advanced Industrial Science and Technology; Ministero dello Sviluppo Economico; Newcastle University","keywords":"Power (physics); Solar power; Photovoltaic system; Emerging technologies","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006391801,0.001980504,0.001605694,0.003630106,0.0008829146,0.004450118,0.000965524,0.001179253,0.3013014],"category_scores_gemma":[0.001323798,0.0004580129,0.0009627871,0.0050997,0.0003256916,0.002282134,0.001640155,0.001656389,0.1595401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522186,"about_ca_system_score_gemma":0.001880808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001783287,"about_ca_topic_score_gemma":0.003812909,"domain_scores_codex":[0.9992331,0.00006158033,0.00003477036,0.0001383128,0.0004735225,0.00005876899],"domain_scores_gemma":[0.9991042,0.0001275507,0.00005285151,0.0001328652,0.0004064421,0.0001759776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006663096,0.00005697759,0.00008934449,0.0004018279,0.00002244847,0.0000412554,0.00002072423,0.0005993196,0.0009469922,0.005196611,0.8592694,0.1332885],"study_design_scores_gemma":[0.000007681835,0.00002135588,0.0004179581,0.000128053,0.0000100924,0.00008311349,0.00001325167,0.0003793414,0.0004726694,0.003055825,0.9954056,0.000005161886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002650661,0.07859547,0.01949288,0.007466554,0.06893265,0.0002239017,0.007221162,0.002284411,0.8131323],"genre_scores_gemma":[0.006044947,0.01976041,0.003929878,0.0005078951,0.007599846,0.00008490547,0.00508151,0.00129583,0.9556948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3013014,"threshold_uncertainty_score":0.9966087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030791379328631,"score_gpt":0.4062940423379092,"score_spread":0.3032149044050461,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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