{"id":"W2476325860","doi":"10.1002/jobm.201600048","title":"Heavy metal capture by autochthonous yeasts from a volcanic influenced environment of Patagonia","year":2016,"lang":"en","type":"article","venue":"Journal of Basic Microbiology","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade de Lisboa; Consejo Nacional de Investigaciones Científicas y Técnicas; Canadian Institute for Theoretical Astrophysics","keywords":"Environmental chemistry; Yeast; Biomass (ecology); Metal; Heavy metals; Bioavailability; Cryptococcus neoformans; Chemistry; Pollution; Biology; Microbiology; Ecology; Biochemistry; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":{"n_in":0,"stratum":"fund_new","weight":1678.9,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Microbiology study of heavy metal capture by yeasts; the object is bioremediation."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"The study investigates heavy-metal tolerance and capture by yeasts."},"grok":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Microbiology of heavy-metal capture by yeasts."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001137786,0.0004314439,0.0003294626,0.0003476748,0.0003030034,0.0007894765,0.0003043471,0.0003019635,0.0003085121],"category_scores_gemma":[0.0002316853,0.0001750522,0.0002910921,0.0004754408,0.0002027021,0.0001624143,0.0005569941,0.0002472666,0.0001300388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002732646,"about_ca_system_score_gemma":0.0003185102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01757874,"about_ca_topic_score_gemma":0.01625052,"domain_scores_codex":[0.9997812,0.00001890318,0.00001920145,0.00007997843,0.00004746308,0.00005330456],"domain_scores_gemma":[0.9999052,0.00001170345,0.00003252401,0.000008793464,0.00002662006,0.00001510316],"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":[0.0006219407,0.000106028,0.07878272,0.0001642352,0.00006077177,0.001180318,0.0009090755,0.0002751744,0.9081805,0.0000357452,0.00008356461,0.009599892],"study_design_scores_gemma":[0.00002795331,0.001228833,0.9262991,0.00003527717,0.00008434417,0.001806437,0.002389565,0.0006798994,0.06483163,0.00003832735,0.002555107,0.00002355274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993312,0.0001131764,0.00005321182,0.00001598788,0.000002509743,0.000008246825,0.0001504186,0.000003365603,0.0003218483],"genre_scores_gemma":[0.9979709,0.0002243948,0.0003810378,0.00003194056,0.000003214093,0.00001009139,0.0005316588,0.000003498624,0.0008432002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01757874,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003963541623115194,"score_gpt":0.1870639401213463,"score_spread":0.1831003984982311,"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."}}