{"id":"W4413410147","doi":"10.1038/s41566-025-01746-6","title":"In situ coating strategy for flexible all-perovskite tandem modules","year":2025,"lang":"en","type":"article","venue":"Nature Photonics","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Tandem; In situ; Coating; Perovskite (structure); Materials science; Nanotechnology; Chemistry; Composite material; Chemical engineering; Engineering","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":[0.00009332553,0.0004642327,0.0002120503,0.0001434703,0.0002308551,0.0003277955,0.0006259427,0.0003569403,0.001285372],"category_scores_gemma":[0.0001136273,0.0002930721,0.0002858609,0.0001677432,0.000123363,0.0003768289,0.0004307659,0.0007177561,0.0005303432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002278127,"about_ca_system_score_gemma":0.0001864135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005131622,"about_ca_topic_score_gemma":0.001429111,"domain_scores_codex":[0.9998816,0.000007288864,0.00000636803,0.00003047605,0.00003831097,0.00003596379],"domain_scores_gemma":[0.9999472,0.00000594281,0.0000139352,0.00001006304,0.0000127209,0.00001012562],"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":[0.00001482537,0.00001308429,0.00003986587,0.00003498107,0.000008536324,0.00005644676,0.00001791453,0.0001532631,0.9975147,0.0002248429,0.0001334177,0.001788016],"study_design_scores_gemma":[0.000003587062,0.00003595938,0.0001726531,0.000001341802,0.000007354798,0.00007821839,0.00001033629,0.001651702,0.9965768,0.00003658509,0.001419918,0.000005570084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329126,0.001066119,0.05360259,0.0003138017,0.0001947727,0.00009088904,0.0003627382,0.0007279203,0.01072844],"genre_scores_gemma":[0.9725767,0.000651375,0.02053077,0.00009692561,0.00002233189,0.00003809137,0.0001941717,0.00007646999,0.005813116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001285372,"threshold_uncertainty_score":0.004299998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131899495168443,"score_gpt":0.2909543547169187,"score_spread":0.2777644052000744,"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."}}