{"id":"W3119702606","doi":"10.1016/j.solener.2020.12.049","title":"Synergistic combination of TiO2-sol interconnecting-modified photoanode with alginate hydrogel-assisted electrolyte for quantum dots sensitized solar cells","year":2021,"lang":"en","type":"article","venue":"Solar Energy","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Science Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Materials science; Electrolyte; Energy conversion efficiency; Quantum dot; Quasi-solid; Surface modification; Polysulfide; Chemical engineering; Surface roughness; Nanotechnology; Electrode; Optoelectronics; Dye-sensitized solar cell; Composite material; Chemistry","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":[0.0002822499,0.0004542741,0.0008141905,0.0002124776,0.0001838535,0.00004496296,0.0002963936,0.0002154685,0.00003612727],"category_scores_gemma":[0.0002161173,0.000450567,0.0002439146,0.0005286668,0.00009805514,0.0001956218,0.0001009499,0.000233571,0.000002826238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002758139,"about_ca_system_score_gemma":0.0003448566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01888327,"about_ca_topic_score_gemma":0.04206526,"domain_scores_codex":[0.9973099,0.0001994683,0.0007015652,0.0007418771,0.0004266163,0.0006205991],"domain_scores_gemma":[0.9973522,0.0004415405,0.0005348564,0.0008199369,0.0007226501,0.0001288013],"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":[0.0005136587,0.000265782,0.000006782081,0.0001098341,0.0003514736,0.00007896248,0.00009567452,0.004294925,0.9651198,0.02643807,0.0001517604,0.002573235],"study_design_scores_gemma":[0.001997574,0.0003004989,0.00001053027,0.0001210839,0.0001980424,0.00003667387,0.00008875146,0.04906453,0.9341965,0.008465237,0.005024852,0.0004957164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.443682,0.0002276725,0.551133,0.0001196001,0.0002761974,0.0005133504,0.00007447007,0.0005398085,0.00343392],"genre_scores_gemma":[0.9927951,0.00004559304,0.004945307,0.0002334443,0.00005193085,0.0002496112,0.0005704333,0.0001429426,0.0009656461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5491131,"threshold_uncertainty_score":0.9997946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142543616714812,"score_gpt":0.2463295162596858,"score_spread":0.2349040800925377,"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."}}