{"id":"W4309492595","doi":"10.1002/admi.202201413","title":"Comprehensive Review for an Efficient Charge Transfer in Single Atomic Site Catalyst/Organic Polymers toward Photocatalytic CO<sub>2</sub> Reduction","year":2022,"lang":"en","type":"article","venue":"Advanced Materials Interfaces","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photocatalysis; Intramolecular force; Intermolecular force; Materials science; Catalysis; Electron transfer; Polymer; Organic semiconductor; Nanotechnology; Semiconductor; Photochemistry; Chemical engineering; Chemistry; Organic chemistry; Optoelectronics; Molecule; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003939579,0.0005391843,0.001023826,0.0003117194,0.0002311563,0.00005216384,0.0005534162,0.00009679175,0.0006702583],"category_scores_gemma":[0.00003889952,0.0005868786,0.0001483687,0.0005188201,0.0001393422,0.0004410193,0.0001646866,0.0002286809,0.00007009343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006504814,"about_ca_system_score_gemma":0.00005595496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001971408,"about_ca_topic_score_gemma":0.00006466475,"domain_scores_codex":[0.9965757,0.0002875376,0.001091486,0.0010245,0.0003537522,0.0006669997],"domain_scores_gemma":[0.9985994,0.00008849191,0.0003069686,0.0007919943,0.00009638239,0.0001168102],"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":[0.0006271972,0.0003098508,7.510073e-7,0.0008965496,0.00005244971,0.00000631547,0.0007962568,0.001969896,0.9924414,0.0001111362,0.00008419889,0.002703995],"study_design_scores_gemma":[0.001032363,0.0006475289,0.000003078605,0.0004476719,0.0001015707,0.00006380858,0.0004209488,0.00007272344,0.9909604,0.0002630301,0.005363181,0.0006236994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894442,0.004587597,0.001048804,0.0000915109,0.0006514508,0.003172892,0.0005123484,0.0004215322,0.00006966374],"genre_scores_gemma":[0.9931813,0.001430057,0.0004262232,0.0002692452,0.00005998034,0.002857073,0.0015726,0.0001627272,0.00004078917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005278982,"threshold_uncertainty_score":0.9996583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235882909614367,"score_gpt":0.286831787460718,"score_spread":0.2632434964992812,"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."}}