{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001682518,0.0003634208,0.0005468681,0.00001340433,0.00009110154,0.000135134,0.0002569943,0.0006745147,0.0004401191],"category_scores_gemma":[0.00001032983,0.0001618667,0.0001172154,0.00009804351,0.0001112608,0.0000780182,0.000380005,0.0003721925,0.000003191143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000513378,"about_ca_system_score_gemma":0.00005575448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005382142,"about_ca_topic_score_gemma":0.002156814,"domain_scores_codex":[0.9981491,0.0001509238,0.0004826839,0.0007328103,0.0001481539,0.0003363199],"domain_scores_gemma":[0.9992918,0.00006329715,0.0003083944,0.0001129024,0.000104349,0.000119267],"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":[0.00003187754,0.0001804557,0.00109373,0.00004320491,0.00005371063,0.000003755047,0.00003868299,0.000009785729,0.9944223,0.00004962158,0.003007135,0.0010658],"study_design_scores_gemma":[0.0002752766,0.0006763115,0.03682448,0.00009722888,0.0000608009,0.000006970239,0.0001854103,0.00003771474,0.9519457,0.00002678022,0.009271625,0.0005917532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942898,0.0003097197,0.000001214313,0.002428641,0.0004966279,0.000467857,0.0007409056,0.00004608832,0.001219212],"genre_scores_gemma":[0.9955862,0.000429798,0.0000589637,0.0007391807,0.00008038236,0.00001568048,0.002248879,0.000002699974,0.0008382768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04247659,"threshold_uncertainty_score":0.8136225,"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."}}