{"id":"W4313431584","doi":"10.1002/ange.202218016","title":"2D Transition Metal Dichalcogenides for Photocatalysis","year":2023,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"2D Materials and Applications","field":"Materials Science","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Shenzhen Science and Technology Innovation Program; Natural Sciences and Engineering Research Council of Canada; University Grants Committee; Japan Society for the Promotion of Science London","keywords":"Photocatalysis; Transition metal; Nanotechnology; Graphene; Materials science; Catalysis; Chemistry; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000123148,0.000418854,0.0002793587,0.0003307674,0.0001566535,0.0006550801,0.0003147019,0.0005759169,0.003033176],"category_scores_gemma":[0.0001439338,0.000217184,0.0002238287,0.0003568458,0.0001806016,0.0007090789,0.0004159525,0.0007083201,0.001194909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004849632,"about_ca_system_score_gemma":0.0001518098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003024257,"about_ca_topic_score_gemma":0.0007359781,"domain_scores_codex":[0.9999089,0.00001192575,0.000006485699,0.00002482574,0.00003171036,0.00001617772],"domain_scores_gemma":[0.9999694,0.00001096288,0.000005121783,0.000003372415,0.000007613646,0.000003550324],"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":[0.0001093663,0.0001123135,0.0002439547,0.006203758,0.00005707574,0.0005344721,0.0001622803,0.002525813,0.6717231,0.1063972,0.025647,0.1862836],"study_design_scores_gemma":[0.00002142632,0.0002010724,0.0003151116,0.0002116675,0.00002973899,0.0008124048,0.0000543647,0.006093401,0.4270793,0.008944815,0.5561977,0.00003884492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1169644,0.6476858,0.09133704,0.004113373,0.004163858,0.0002320472,0.00134709,0.00143988,0.1327165],"genre_scores_gemma":[0.6204776,0.2978316,0.04869518,0.001556863,0.0007127856,0.0002500274,0.0007499134,0.0001694482,0.02955653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003033176,"threshold_uncertainty_score":0.01014692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166822048118734,"score_gpt":0.2776418847381288,"score_spread":0.2459736642569415,"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."}}