{"id":"W4399878349","doi":"10.1088/1361-6528/ad5aa1","title":"Dye-sensitized solar cells based on anatase- and brookite-TiO<sub>2</sub>: enhancing performance through optimization of phase composition, morphology and device architecture","year":2024,"lang":"en","type":"article","venue":"Nanotechnology","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Brookite; Anatase; Materials science; Dye-sensitized solar cell; Chemical engineering; Layer (electronics); Nanoparticle; Phase (matter); Nanotechnology; Crystallite; Photocatalysis; Organic chemistry; Catalysis; Chemistry; Metallurgy; Electrode","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001033353,0.0003361311,0.0002628927,0.0001140791,0.000109466,0.0004416178,0.000257896,0.0002384919,0.0005039911],"category_scores_gemma":[0.0001099668,0.0001518262,0.0001409578,0.0001401887,0.0001215255,0.0003730283,0.0001812001,0.0002464809,0.0002395875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002988632,"about_ca_system_score_gemma":0.0001852466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005256374,"about_ca_topic_score_gemma":0.002192449,"domain_scores_codex":[0.999951,0.000005507797,0.000005033017,0.00001297868,0.00001594699,0.000009562973],"domain_scores_gemma":[0.9999402,0.00001466816,0.00001365809,0.000007188021,0.00001750485,0.000006702005],"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":[0.0000200317,0.000009175447,0.0001059707,0.00001550145,0.000002702541,0.000008419799,0.000002972648,0.0002338388,0.9989035,0.00004816121,0.000008649681,0.0006409669],"study_design_scores_gemma":[0.000003618459,0.00003610884,0.0002854613,0.000001055494,0.000005365508,0.00002785282,0.000005693493,0.003054348,0.9962463,0.00001748062,0.0003147236,0.000002079805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911287,0.0005406637,0.007193611,0.00003379189,0.00001464264,0.00001755656,0.00008961891,0.00008082715,0.0009005105],"genre_scores_gemma":[0.9838052,0.0005423071,0.0140573,0.00002359833,0.000003869982,0.00001573228,0.00009832611,0.00002452575,0.001429053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005256374,"threshold_uncertainty_score":0.002168357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006474364372361707,"score_gpt":0.2240757205783379,"score_spread":0.2176013562059762,"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."}}