{"id":"W2523687468","doi":"","title":"Microbial Carbonate Precipitation by Synechococcus PCC8806, LS0519 and Synechocystis PCC6803 on Concrete Surfaces and in Low Saturation Solution","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cyanobacteria; Carbonate; Synechococcus; Saturation (graph theory); Precipitation; Synechocystis; Environmental chemistry; Chemistry; Environmental science; Mineralogy; Geology; Bacteria; Geography; Paleontology; Mathematics","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":[0.0008492151,0.000178629,0.0001845909,0.00005989322,0.0001214892,0.0001230128,0.0001130544,0.0001364905,0.00001692411],"category_scores_gemma":[0.0002225913,0.0001853292,0.00001417873,0.0001566828,0.0001826026,0.0003109119,0.0001256968,0.0001224869,0.00007961162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002765651,"about_ca_system_score_gemma":0.00001841573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00306363,"about_ca_topic_score_gemma":0.001157008,"domain_scores_codex":[0.9985716,0.0001779458,0.0003529582,0.0004511331,0.0002073581,0.0002389982],"domain_scores_gemma":[0.9993911,0.0001100478,0.0002012616,0.0001635839,0.00002739744,0.0001065559],"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":[0.00007243923,0.00001038699,0.0121049,0.00001918167,0.000004914014,9.643562e-7,0.0004877167,0.001013669,0.9794996,0.00002782327,0.004658028,0.002100362],"study_design_scores_gemma":[0.01499872,0.001343592,0.1273158,0.001891989,0.00022126,0.0003176157,0.002711499,0.07452268,0.7140478,0.005031171,0.05256703,0.0050308],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973428,0.0001417722,0.0001172369,0.0003415438,0.0002451825,0.0005235458,0.00004017657,0.00005602196,0.001191697],"genre_scores_gemma":[0.9957513,0.00005664629,0.003841446,0.00008708396,0.00004355046,0.00003843566,0.00004556102,0.00001747766,0.0001185052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2654518,"threshold_uncertainty_score":0.7557507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035233674547229,"score_gpt":0.2307984569234451,"score_spread":0.2204461201779729,"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."}}