{"id":"W4293214649","doi":"10.32604/fdmp.2022.022091","title":"Performance Enhancement of Dye-Sensitized Solar Cells: Solvation Model","year":2022,"lang":"en","type":"article","venue":"Fluid dynamics & materials processing","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Solvation; Dye-sensitized solar cell; Density functional theory; Photochemistry; Solubility; Absorption spectroscopy; Solvent; Electron transfer; Atomic orbital; Merocyanine; Absorption (acoustics); Chemistry; Materials science; Analytical Chemistry (journal); Chemical physics; Electron; Physical chemistry; Computational chemistry; Optics; Organic chemistry; Physics; Electrolyte","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000678344,0.0002171876,0.0004082086,0.0001448896,0.0004241395,0.00008789388,0.000254322,0.00006677902,0.0004482159],"category_scores_gemma":[0.00000937584,0.0002306038,0.00007099452,0.0002566724,0.00003607362,0.0002533236,0.0002168739,0.0001067026,0.0000214369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002297532,"about_ca_system_score_gemma":0.0001312809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001422816,"about_ca_topic_score_gemma":0.00001758067,"domain_scores_codex":[0.9981021,0.00009705185,0.0006835614,0.0003477511,0.0004434212,0.0003261735],"domain_scores_gemma":[0.999104,0.00001407789,0.0003779553,0.0003267718,0.0001315481,0.00004567184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001250005,0.0001020132,0.000009358131,0.0002542445,0.00002123416,0.000001662624,0.0006354051,0.06673727,0.9264327,0.0004008083,0.00002626866,0.005253987],"study_design_scores_gemma":[0.0002359605,0.00003794098,0.00000686307,0.00002391219,0.00002831742,0.000001963963,0.00009453938,0.5020769,0.4970792,0.0001485003,0.00012431,0.000141531],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821976,0.00006277009,0.0152434,0.00002901531,0.0003631798,0.0002288663,0.00005291818,0.00007115439,0.001751054],"genre_scores_gemma":[0.9945918,0.00005907272,0.00393843,0.0000919157,0.00005384296,0.00009480425,0.0004072056,0.00005374997,0.0007091817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4353397,"threshold_uncertainty_score":0.9403751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009972985216835555,"score_gpt":0.214499150649079,"score_spread":0.2045261654322434,"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."}}