{"id":"W4405804468","doi":"10.1016/j.ccr.2024.216403","title":"Coordination-driven self-assembly of biomolecules and metal ions: Advances in methodology and applications","year":2024,"lang":"en","type":"article","venue":"Coordination Chemistry Reviews","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Science Foundation of Hunan Province; National Natural Science Foundation of China; Natural Science Foundation of Changzhou City","keywords":"Chemistry; Biomolecule; Nanotechnology; Self-assembly; Metal ions in aqueous solution; Ion; Organic chemistry; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0004297121,0.0001445727,0.0002753557,0.00006978099,0.00003919228,0.0000187361,0.00008156912,0.0001251259,0.000001709498],"category_scores_gemma":[0.0001637981,0.0001264872,0.00006897215,0.0002972126,0.0001090862,0.00001606318,0.00006582464,0.00007427565,6.202882e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001626017,"about_ca_system_score_gemma":0.00002698233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002252458,"about_ca_topic_score_gemma":0.000006974682,"domain_scores_codex":[0.9990037,0.00009681513,0.0003500511,0.0003807827,0.00006251669,0.00010611],"domain_scores_gemma":[0.9995136,0.00005234274,0.0001271942,0.0001827022,0.00008496783,0.00003921359],"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":[0.000004515192,0.00002874991,0.0002037263,0.0004069939,0.00002395487,6.230973e-7,0.00001167721,7.257446e-7,0.9229253,0.0004063368,0.0001300112,0.07585739],"study_design_scores_gemma":[0.0001057556,0.00003818367,0.00004708646,0.0001142043,0.00006649116,0.00002554212,0.00003549963,0.000407548,0.7608228,0.0004944473,0.237684,0.0001584036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.33926,0.5452248,0.1094525,0.001658421,0.00009782401,0.001661662,0.0001025222,0.0002060852,0.002336095],"genre_scores_gemma":[0.9216515,0.05656186,0.02115387,0.0000384772,0.00008011176,0.0001423233,0.0001211598,0.00001470564,0.0002359392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5823915,"threshold_uncertainty_score":0.5157998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234564244346561,"score_gpt":0.3435049684285203,"score_spread":0.3211593259850547,"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."}}