{"id":"W4214504551","doi":"10.1002/adfm.202112831","title":"Meso‐Microporous Nanosheet‐Constructed 3DOM Perovskites for Remarkable Photocatalytic Hydrogen Production","year":2022,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Fundamental Research Funds for the Central Universities; Natural Science Foundation of Hubei Province; National Natural Science Foundation of China","keywords":"Nanosheet; Materials science; Photocatalysis; Microporous material; Hydrogen production; Perovskite (structure); Nanotechnology; Chemical engineering; Water splitting; Hydrogen; Catalysis; Composite material; Organic chemistry; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004983821,0.0004162978,0.0005687682,0.0002531083,0.0008644835,0.00004955118,0.000341231,0.00009930575,0.004171271],"category_scores_gemma":[0.0003500512,0.0004500516,0.0001765276,0.0005023332,0.0001498544,0.0005324217,0.000242516,0.0001702252,0.00006958523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004960909,"about_ca_system_score_gemma":0.0001231908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001422148,"about_ca_topic_score_gemma":0.00002297458,"domain_scores_codex":[0.9970307,0.0001495306,0.0007798338,0.0009792421,0.0004921283,0.0005685951],"domain_scores_gemma":[0.9982576,0.0001709545,0.0004639559,0.0007544465,0.0002571409,0.00009594774],"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":[0.001250783,0.0001323451,0.0000193031,0.00006215645,0.0001198785,0.000005060505,0.0000583977,0.01413358,0.9773005,0.003405947,0.001677567,0.001834526],"study_design_scores_gemma":[0.0008448129,0.0002368467,0.00003967909,0.000017873,0.00008544043,0.0001667599,0.0002231477,0.00003455242,0.9161075,0.0238809,0.05788661,0.0004758465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891328,0.0002700866,0.001900436,0.0001998094,0.002736603,0.002918925,0.0005613999,0.001052785,0.001227205],"genre_scores_gemma":[0.9730543,0.00002877921,0.01238255,0.0002743666,0.0004266903,0.00643611,0.002732815,0.0001526025,0.004511742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06119292,"threshold_uncertainty_score":0.9997951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207373149069141,"score_gpt":0.2383637672887541,"score_spread":0.2262900357980627,"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."}}