{"id":"W4393083100","doi":"10.1002/adma.202403285","title":"Three Decades of Materials Research Excellence at CityU: A Special Issue Dedicated to the 30th Anniversary of City University of Hong Kong","year":2024,"lang":"en","type":"editorial","venue":"Advanced Materials","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Materials science; Library science; Engineering physics; Engineering ethics; Nanotechnology; Engineering; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004232517,0.0005622174,0.001639512,0.0007568604,0.0003442561,0.0001230325,0.002352064,0.0008587571,0.00825093],"category_scores_gemma":[0.001769114,0.0004971275,0.0002257158,0.001175631,0.001529969,0.0004215459,0.001991913,0.0004742415,0.0002649874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003971511,"about_ca_system_score_gemma":0.0005941195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202351,"about_ca_topic_score_gemma":0.0006284742,"domain_scores_codex":[0.9930311,0.0007781413,0.001357609,0.001212434,0.002808363,0.0008123699],"domain_scores_gemma":[0.9935228,0.001555099,0.001389768,0.001443443,0.001888767,0.0002000843],"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":[0.001246018,0.0000694254,0.00001321599,0.0009270076,0.00006311217,0.00002436556,0.0004882333,0.00004323184,0.6139782,0.00004819955,0.3830484,0.00005053172],"study_design_scores_gemma":[0.0004417875,0.0002465507,0.0001492049,0.0008973393,0.0001173132,0.000002052585,0.0006378146,2.994377e-7,0.6561987,0.0007704064,0.3402248,0.000313716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.634041,0.0002017663,0.0001192952,0.0001826969,0.3564822,0.001235883,0.007216644,0.00008886751,0.0004317074],"genre_scores_gemma":[0.4972435,0.00205282,0.00553918,0.00002220595,0.4919856,0.00006478199,0.0005407415,0.0002801952,0.002271002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1367975,"threshold_uncertainty_score":0.9997481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254157396456993,"score_gpt":0.3122061432657699,"score_spread":0.2867904036200706,"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."}}