{"id":"W2564239393","doi":"10.1002/bit.26240","title":"Identification of lanthanum‐specific peptides for future recycling of rare earth elements from compact fluorescent lamps","year":2016,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fluorescence; Phage display; Chemistry; Peptide; Phosphor; Peptide library; Biochemistry; Materials science; Peptide sequence","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":[0.0002026041,0.0003074788,0.0003182646,0.0002029136,0.0001001503,0.0005303609,0.0001998676,0.0004016732,0.001064725],"category_scores_gemma":[0.0002960703,0.0001418273,0.0003129641,0.0002126743,0.0001345471,0.0002354952,0.0002459506,0.0003629202,0.0007407651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804671,"about_ca_system_score_gemma":0.0001497868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001394498,"about_ca_topic_score_gemma":0.0001975113,"domain_scores_codex":[0.9999018,0.00001606159,0.000005583714,0.00001621737,0.00003816442,0.0000222352],"domain_scores_gemma":[0.9998574,0.00003302844,0.00003333037,0.0000118658,0.00003497613,0.00002937762],"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":[0.00003124983,0.00001051645,0.0001136691,0.00002572429,0.000001740645,0.00002883447,0.000006457604,0.00007320492,0.9980245,0.00002612844,0.0000166059,0.001641351],"study_design_scores_gemma":[0.000009197445,0.0002953847,0.00203781,0.000009526762,0.00001069099,0.0002840291,0.00003470864,0.00141871,0.9938825,0.00004519881,0.001965236,0.00000690735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792898,0.001133234,0.01756107,0.00009259304,0.00002332036,0.00009774682,0.0003851948,0.0001124448,0.001304522],"genre_scores_gemma":[0.9677287,0.0007810369,0.02606942,0.000123212,0.00001405276,0.00008140438,0.001253841,0.00006122683,0.003887187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001064725,"threshold_uncertainty_score":0.003561854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137257841852434,"score_gpt":0.2322560961532674,"score_spread":0.2208835177347431,"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."}}