{"id":"W2552079440","doi":"10.1002/bit.26218","title":"Identification of mineral‐binding peptides that discriminate between chalcopyrite and enargite","year":2016,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Chalcopyrite; Identification (biology); Mineral; Chemistry; Mineralogy; Copper; Biology; Botany","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001222934,0.0003672076,0.0001519546,0.0001857829,0.00009393238,0.0003522275,0.0001646958,0.0003354027,0.0008610483],"category_scores_gemma":[0.0001911227,0.00009594876,0.0001630354,0.0001648924,0.0001369751,0.0001703563,0.0001623918,0.0002833617,0.0003907715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453505,"about_ca_system_score_gemma":0.00009352981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002522827,"about_ca_topic_score_gemma":0.0004373834,"domain_scores_codex":[0.9998977,0.00001429332,0.000005850319,0.00002285323,0.00002834991,0.00003092983],"domain_scores_gemma":[0.9998401,0.00003992845,0.00003747613,0.000009110398,0.00003289769,0.00004045355],"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":[0.00003901067,0.000009067091,0.000139842,0.00001085479,0.000001787737,0.00003018144,0.000005198051,0.00002698181,0.999102,0.00001291392,0.00001120425,0.0006109326],"study_design_scores_gemma":[0.000023132,0.0005274263,0.01661952,0.000009245801,0.00001673918,0.0008292137,0.0001005987,0.001839433,0.9779108,0.00006329286,0.002049724,0.00001084763],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947336,0.0003102732,0.003632906,0.0000457489,0.00001292306,0.0000290646,0.0002495711,0.00003231336,0.0009536654],"genre_scores_gemma":[0.9889004,0.0002828396,0.007254907,0.0001003209,0.00001122057,0.00002663092,0.001197342,0.00001804766,0.002208404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008610483,"threshold_uncertainty_score":0.002880514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659953867592405,"score_gpt":0.2188934734023984,"score_spread":0.2022939347264744,"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."}}