{"id":"W2160455253","doi":"10.1017/s1431927609991334","title":"Bacterial and Mineral Elements in an Arctic Biofilm: A Correlative Study Using Fluorescence and Electron Microscopy","year":2010,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Space Agency; U.S. Environmental Protection Agency","keywords":"Correlative; Biofilm; Electron microscope; Materials science; Arctic; Fluorescence; Mineral; Chemistry; Nanotechnology; Chemical engineering; Environmental chemistry; Metallurgy; Optics; Geology; Bacteria; Physics; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003618889,0.000216764,0.0002203161,0.0005896557,0.0008766619,0.0003193324,0.0002144833,0.0004299956,0.000382964],"category_scores_gemma":[0.0001755545,0.0001936001,0.0001744976,0.0004086956,0.0003806485,0.0002819308,0.0004016388,0.0002940205,0.0001439076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004060724,"about_ca_system_score_gemma":0.0004661373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01319764,"about_ca_topic_score_gemma":0.02380079,"domain_scores_codex":[0.9998296,0.00002086933,0.00000683496,0.00003271367,0.00007087047,0.00003907167],"domain_scores_gemma":[0.9998764,0.00002254248,0.00001884314,0.000008001362,0.00005148826,0.00002269217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000560933,0.00003737051,0.004010219,0.00005196829,0.000009026585,0.0001381152,0.0002773442,0.0001152242,0.9929252,0.0001389027,0.00002497031,0.002215641],"study_design_scores_gemma":[0.0000267159,0.0009605168,0.2695668,0.00005215984,0.0001019284,0.002299254,0.002257765,0.008682355,0.7073858,0.0003710022,0.008245617,0.0000500013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940739,0.001401329,0.00291795,0.00004212626,0.00001114909,0.00002147397,0.00009194749,0.00001607915,0.00142399],"genre_scores_gemma":[0.9819937,0.001489247,0.01422257,0.00004873224,0.00001737154,0.00003095554,0.0001702735,0.00001001739,0.002017056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01319764,"threshold_uncertainty_score":0.0262416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694071390672946,"score_gpt":0.2964602674405083,"score_spread":0.2795195535337788,"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."}}