{"id":"W4249585598","doi":"10.22541/au.162609663.39146742/v1","title":"Attachment on mortar surfaces by cyanobacterium Gloeocapsa PCC 73106 and sequestration of CO2 by microbially induced calcium carbonate","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Mortar; Carbonate; Precipitation; Calcium carbonate; Cyanobacteria; Raman spectroscopy; Scanning electron microscope; Chemical engineering; Materials science; Extracellular polymeric substance; Durability; Chemistry; Composite material; Metallurgy; Geology; Bacteria; Biofilm","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":[0.00007405844,0.0003765729,0.000223724,0.0001165687,0.0002061963,0.000275691,0.000164049,0.0002455696,0.0006405798],"category_scores_gemma":[0.0002050696,0.0001005717,0.0001986295,0.0001567303,0.0001523009,0.0001252056,0.00028037,0.0002544752,0.000221355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002995612,"about_ca_system_score_gemma":0.0001536267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005612181,"about_ca_topic_score_gemma":0.003800049,"domain_scores_codex":[0.9998366,0.00001152373,0.000007268655,0.00003191414,0.00006537281,0.00004733119],"domain_scores_gemma":[0.9999064,0.00001957922,0.00002530238,0.00001553047,0.00001838522,0.00001482052],"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":[0.00002324203,0.000009048837,0.0005062821,0.0000135836,0.000002353617,0.0000580949,0.00001864211,0.00008968922,0.998655,0.00001963953,0.00002186754,0.0005825137],"study_design_scores_gemma":[0.000003644628,0.0001502742,0.02058523,0.000003648397,0.000007200132,0.0001223277,0.00006067911,0.001091376,0.9771765,0.00003314165,0.0007599741,0.000005939823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981734,0.000132828,0.0004810889,0.00002109137,0.00001041876,0.000006854278,0.0001485923,0.00001665357,0.001009079],"genre_scores_gemma":[0.9970915,0.0001452615,0.0005404356,0.00001691245,0.000005518944,0.000009319203,0.000374659,0.00001084471,0.001805494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005612181,"threshold_uncertainty_score":0.01115906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176400934200199,"score_gpt":0.2378640398754057,"score_spread":0.2161000305334037,"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."}}