{"id":"W4404701200","doi":"10.1039/d4ta07194h","title":"Gating effect of g-C<sub>3</sub>N<sub>4</sub>-encapsulated Pt-based catalysts for the hydrogenation and Bamberger rearrangement of nitroaromatics","year":2024,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Natural Science Foundation of China","keywords":"Catalysis; Gating; Chemistry; Medicinal chemistry; Photochemistry; Materials science; Organic chemistry; Biophysics","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":[0.00005313038,0.0002430868,0.0001814378,0.00008454925,0.00009340272,0.0002001581,0.0002501789,0.0002125537,0.0005972491],"category_scores_gemma":[0.000141281,0.0001398559,0.0001142423,0.00006922051,0.0002353195,0.0001699285,0.0001850399,0.0002081298,0.0001400262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766855,"about_ca_system_score_gemma":0.0001542565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000707095,"about_ca_topic_score_gemma":0.001019135,"domain_scores_codex":[0.9999586,0.00000495168,0.000002230427,0.00001009665,0.00001046209,0.00001354889],"domain_scores_gemma":[0.9999509,0.00001069523,0.00001571199,0.00000618806,0.000004898277,0.00001158142],"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":[0.0001056945,0.000009287856,0.0001013367,0.0000153654,0.000004206591,0.00005863627,0.00001454448,0.0003976129,0.9980838,0.0001843759,0.00002706009,0.0009981568],"study_design_scores_gemma":[0.000005659613,0.00005702508,0.0004592375,0.000001319218,0.000005790667,0.00002378465,0.000004602176,0.001215857,0.9979604,0.0000253797,0.0002373511,0.000003465745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980709,0.00008923768,0.0009763818,0.00001789454,0.000008773834,0.000005505164,0.00003093861,0.00004601046,0.000754496],"genre_scores_gemma":[0.9990782,0.00005292226,0.0004356545,0.000007973023,9.175708e-7,0.000003951102,0.00001693424,0.00001167739,0.0003916927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000707095,"threshold_uncertainty_score":0.002007484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007638897670339062,"score_gpt":0.25022921274335,"score_spread":0.2425903150730109,"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."}}