{"id":"W4411873720","doi":"10.1016/j.ccr.2025.216922","title":"Catalytic conversion of carbon dioxide over atomically precise metal clusters toward fine chemicals","year":2025,"lang":"en","type":"article","venue":"Coordination Chemistry Reviews","topic":"Nanocluster Synthesis and Applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Chemistry; Carbon dioxide; Catalysis; Carbon fibers; Metal; Nanotechnology; Chemical engineering; Environmental chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000185225,0.0004867751,0.0003554148,0.0002524222,0.0001801492,0.0004734831,0.0007015166,0.0004670005,0.001354006],"category_scores_gemma":[0.0002436581,0.0002385519,0.0001812894,0.0002416356,0.0005229212,0.0003788309,0.00050992,0.0007105921,0.0005025599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007932115,"about_ca_system_score_gemma":0.00021389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587428,"about_ca_topic_score_gemma":0.002306717,"domain_scores_codex":[0.9998314,0.00001449773,0.000007579858,0.00003742412,0.00006754341,0.00004136807],"domain_scores_gemma":[0.9999456,0.00002261717,0.000006834305,0.00001055039,0.000009202107,0.000005231585],"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":[0.000189759,0.00007962299,0.0001167028,0.001364107,0.00006382365,0.0002291303,0.0002461108,0.003919047,0.8955176,0.02480479,0.008188565,0.06528062],"study_design_scores_gemma":[0.00003990732,0.0001798005,0.0004698056,0.00003198571,0.00002480481,0.0001580769,0.00004276432,0.003514711,0.9255833,0.001513586,0.06841265,0.00002849038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6573851,0.1535224,0.0557466,0.003152549,0.002400901,0.0002705125,0.0004596433,0.002285075,0.1247771],"genre_scores_gemma":[0.9521716,0.02674768,0.005699693,0.0003134849,0.0001684316,0.00005811643,0.0001656025,0.0001413739,0.01453394],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001587428,"threshold_uncertainty_score":0.005755246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878129206508283,"score_gpt":0.2770036837080744,"score_spread":0.2582223916429916,"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."}}