{"id":"W2165429241","doi":"10.1002/bit.22073","title":"Biomining with bacteriophage: Selectivity of displayed peptides for naturally occurring sphalerite and chalcopyrite","year":2008,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sphalerite; Chalcopyrite; Bacteriophage; Chemistry; Selectivity; Environmental chemistry; Mineralogy; Copper; Escherichia coli; Biochemistry; Pyrite; 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":[0.0002751172,0.0005134735,0.0002502595,0.0001791299,0.0001435421,0.0004024118,0.0002718522,0.0004613524,0.0007293101],"category_scores_gemma":[0.0002990729,0.0001705367,0.0002787093,0.0001625415,0.0001998821,0.0001779773,0.0002981926,0.0004266213,0.0003779421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257487,"about_ca_system_score_gemma":0.0001563512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004994615,"about_ca_topic_score_gemma":0.0007505821,"domain_scores_codex":[0.9997453,0.00004901258,0.0000131849,0.00005705684,0.00006702018,0.00006840138],"domain_scores_gemma":[0.9998333,0.00005879442,0.00003022434,0.00001183068,0.00002816783,0.00003762197],"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":[0.00001568967,0.00000529571,0.00005429741,0.000008344274,9.308936e-7,0.000006746478,0.000005051881,0.00001673275,0.9996009,0.000006530584,0.000004588609,0.0002747124],"study_design_scores_gemma":[0.000005951586,0.0001288768,0.001581828,0.000003396491,0.000003866848,0.0001253097,0.00001418941,0.0004263327,0.9972878,0.00001078407,0.0004084221,0.000003227482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912491,0.0004314647,0.007276324,0.00005725813,0.00001168747,0.00004736885,0.00009169005,0.00007116157,0.0007639636],"genre_scores_gemma":[0.9866838,0.000344438,0.01053139,0.00009923097,0.000009020149,0.00004817066,0.0003868274,0.00003177319,0.00186523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007293101,"threshold_uncertainty_score":0.002439797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008139782266478983,"score_gpt":0.185071062446669,"score_spread":0.17693128018019,"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."}}