{"id":"W4407009079","doi":"10.1007/s10562-025-04950-9","title":"Enhancing Solar Energy-Driven Photocatalytic Water Splitting Reaction Over Znln2S4 by N Doping","year":2025,"lang":"en","type":"article","venue":"Catalysis Letters","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Photocatalysis; Chemistry; Organometallic chemistry; Doping; Catalysis; Water splitting; Solar energy; Heterogeneous catalysis; Photochemistry; Chemical engineering; Inorganic chemistry; Organic chemistry; Optoelectronics; Physics","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":[0.00009249333,0.0002275127,0.0001408906,0.0001083029,0.0001127578,0.0002369755,0.0002604674,0.0002017084,0.001103884],"category_scores_gemma":[0.0001154761,0.0001121452,0.0001262536,0.0001003712,0.0001275625,0.0002890164,0.0002385499,0.0001842682,0.00029868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004453899,"about_ca_system_score_gemma":0.0002050174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001380683,"about_ca_topic_score_gemma":0.002861246,"domain_scores_codex":[0.9999341,0.000006638986,0.00000426726,0.0000128509,0.00002352152,0.00001868702],"domain_scores_gemma":[0.9999759,0.000004378545,0.000005525843,0.000002430876,0.000008026142,0.000003787003],"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":[0.00009321312,0.00001583776,0.0002017873,0.00006206609,0.000003013341,0.00003702511,0.00002239168,0.0002298857,0.9952644,0.0002965088,0.0001453356,0.003628569],"study_design_scores_gemma":[0.000006488038,0.00003720961,0.0003276721,0.000002213783,0.00000418176,0.00001824027,0.00001652058,0.002690609,0.9954193,0.00004990025,0.001424844,0.000002822777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922008,0.0004100964,0.002650026,0.0001570744,0.00004272239,0.000009545517,0.00008191477,0.0001056785,0.004342322],"genre_scores_gemma":[0.9963392,0.0001759811,0.0007949104,0.00002014877,0.000003670284,0.000005274786,0.00005560342,0.00001500708,0.002590152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001380683,"threshold_uncertainty_score":0.003692865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005213259492276941,"score_gpt":0.2375503352795092,"score_spread":0.2323370757872323,"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."}}