{"id":"W4409139481","doi":"10.1002/ange.202504399","title":"Bio‐Inspired Self‐Activating Polydimethylsiloxane‐Modified CrO<sub><i>x</i></sub>/Al<sub>2</sub>O<sub>3</sub> Catalyst for Acetylene Semihydrogenation","year":2025,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Chemical Synthesis and Reactions","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Acetylene; Polydimethylsiloxane; Catalysis; Chemical engineering; Chemistry; Materials science; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005297713,0.001004886,0.001074834,0.0002960293,0.0008749173,0.0002345342,0.0006989273,0.001035359,0.00004801581],"category_scores_gemma":[0.000827429,0.001029436,0.0008821414,0.001075522,0.0002329096,0.0004582488,0.0003365374,0.000871037,0.00005666814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009184869,"about_ca_system_score_gemma":0.0003424782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007303883,"about_ca_topic_score_gemma":0.00006629746,"domain_scores_codex":[0.9950529,0.00005024897,0.001246073,0.001594108,0.0007158738,0.001340799],"domain_scores_gemma":[0.996095,0.00105782,0.000715028,0.001236533,0.0004264351,0.0004691569],"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":[0.0001582846,0.0005761094,0.0001246133,0.00067209,0.0006719135,0.00001085044,0.0002399339,0.00001891648,0.9720911,0.0000468948,0.009295311,0.01609392],"study_design_scores_gemma":[0.002018227,0.00002918581,0.00007682341,0.0004864905,0.0004954013,0.00002740734,0.0002176075,0.0001904983,0.9829432,0.0003171194,0.01208677,0.001111272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857524,0.001232674,0.000307585,0.001533172,0.0003936056,0.0006215289,0.0004305704,0.0008393172,0.00888916],"genre_scores_gemma":[0.9953101,0.0009143992,0.0002958762,0.0006598514,0.000771508,0.0006023693,0.001011982,0.0002009655,0.0002329525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01498265,"threshold_uncertainty_score":0.9992156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272774083320263,"score_gpt":0.2391578572392346,"score_spread":0.226430116406032,"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."}}