{"id":"W4406543206","doi":"10.1002/adma.202412607","title":"Lanmodulin‐Decorated Microbes for Efficient Lanthanide Recovery","year":2025,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; Canadian Institute for Advanced Research; United States Golf Association; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Materials science; Lanthanide; Nanotechnology; Organic chemistry; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009121222,0.00009226199,0.0001442487,0.0000615192,0.00004729688,0.00004762223,0.00005829218,0.00004727118,0.0001187302],"category_scores_gemma":[0.00009723475,0.00009120392,0.00001941536,0.0001199697,0.000007604089,0.0000854083,0.000007417033,0.00002244172,0.00005189194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003636757,"about_ca_system_score_gemma":0.00002111081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001829337,"about_ca_topic_score_gemma":0.000007607191,"domain_scores_codex":[0.999501,0.000008098429,0.0002025552,0.0001162168,0.00004119764,0.0001309346],"domain_scores_gemma":[0.9996824,0.00006093876,0.00002784606,0.00009894841,0.0001112572,0.00001862812],"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":[0.00004696556,0.00001171577,0.000001459516,0.0001520982,0.00001570305,4.17175e-7,0.00001425425,0.04625118,0.9456347,0.0006904979,0.006024428,0.001156586],"study_design_scores_gemma":[0.000292374,0.00001205244,0.00003885364,0.00003855309,0.000007691951,8.965714e-7,0.0000219314,0.0005861829,0.8942424,0.0007823724,0.1038839,0.00009279569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8821439,0.0006061039,0.1011981,0.0001544803,0.004460034,0.0005495248,0.0002131451,0.000797798,0.009876955],"genre_scores_gemma":[0.9894083,0.000242573,0.005792818,0.0002466226,0.00006947923,0.0001496094,0.0001051415,0.00002492146,0.003960493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1072645,"threshold_uncertainty_score":0.3719188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006277745537607364,"score_gpt":0.2567117303047028,"score_spread":0.2504339847670955,"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."}}