{"id":"W4402630004","doi":"10.1016/j.optmat.2024.116124","title":"Enhanced photovoltaic efficiency in dye-sensitized solar cells with natural co-sensitizers from Annona squamosa, Malus domestica and Musa fruits","year":2024,"lang":"en","type":"article","venue":"Optical Materials","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Universidade do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Annona squamosa; Chemistry; Malus; Botany; Horticulture; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004235655,0.000426478,0.0007978164,0.0001878975,0.00009527501,0.000463412,0.0001617757,0.0002399552,0.0008692276],"category_scores_gemma":[0.00007652849,0.0003321868,0.00008606985,0.0003502309,0.0002192239,0.0001810342,0.00009303085,0.0002684764,0.0005540667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007838475,"about_ca_system_score_gemma":0.00007381271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317354,"about_ca_topic_score_gemma":0.0001849571,"domain_scores_codex":[0.9973215,0.0001975638,0.0006020208,0.0008470363,0.0003898827,0.0006420256],"domain_scores_gemma":[0.9987579,0.0004864806,0.00007000013,0.0004118553,0.00005931992,0.0002144527],"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":[0.0003790873,0.00007256837,0.000005627523,0.00008628355,0.00006924356,0.0006410073,0.0004418372,0.0001001074,0.9964888,0.0009492163,0.00006210263,0.0007040829],"study_design_scores_gemma":[0.001171976,0.0001395128,0.000525709,0.0002048154,0.0001072101,0.0000287489,0.0001266897,0.001397481,0.9947064,0.0003471841,0.0007555385,0.0004887689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932867,0.000303141,0.0003041344,0.00006163156,0.0007471785,0.0004845657,0.0001569564,0.000165512,0.004490122],"genre_scores_gemma":[0.996869,0.00006991133,0.002046279,0.000154384,0.0001850324,0.00004102046,0.0001772236,0.00007314372,0.0003839871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004106135,"threshold_uncertainty_score":0.999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005618548097493358,"score_gpt":0.2254221584792367,"score_spread":0.2198036103817433,"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."}}