{"id":"W3040858198","doi":"10.1002/adma.202003082","title":"A Promoted Charge Separation/Transfer System from Cu Single Atoms and C<sub>3</sub>N<sub>4</sub> Layers for Efficient Photocatalysis","year":2020,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":526,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Materials science; Photocatalysis; Carbon nitride; Catalysis; Selectivity; Melamine; Copper; Nitride; Photochemistry; Nanotechnology; Organic chemistry; 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":[0.0003267745,0.0006792326,0.001195793,0.000157515,0.0002641805,0.0001675373,0.0003566613,0.0002854103,0.0000365044],"category_scores_gemma":[0.0001780662,0.0006826713,0.0002225914,0.0005077476,0.0001268142,0.0004337443,0.0001293898,0.0001343134,0.0001374292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002866245,"about_ca_system_score_gemma":0.00005504112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007564706,"about_ca_topic_score_gemma":0.0000750273,"domain_scores_codex":[0.9962429,0.000165701,0.001105198,0.001285494,0.0004894219,0.0007112594],"domain_scores_gemma":[0.9981284,0.000188023,0.0003374167,0.0007422089,0.0002879246,0.0003160058],"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":[0.0007918348,0.0001261215,0.000002824296,0.000365864,0.0002022122,0.00001466086,0.0006844174,0.001297827,0.9924118,0.0006985168,0.00006893431,0.003335005],"study_design_scores_gemma":[0.00162083,0.0002706232,0.00001366131,0.0001966633,0.0002821799,0.000006894169,0.0001497241,0.001708242,0.9926817,0.0004360626,0.001891942,0.0007414645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403231,0.0001672038,0.05364594,0.00009426641,0.0002599074,0.003208992,0.001020716,0.001159673,0.0001202055],"genre_scores_gemma":[0.9909464,0.0000703344,0.004526827,0.0002733075,0.0002331067,0.002476939,0.001264679,0.0002019473,0.000006511217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05062325,"threshold_uncertainty_score":0.9995624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461945156804054,"score_gpt":0.2478839807157974,"score_spread":0.2332645291477568,"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."}}