{"id":"W2342275094","doi":"10.3791/53253","title":"Microbiologically Induced Calcite Precipitation Mediated by <em>Sporosarcina pasteurii</em>","year":2016,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Alberta","funders":"Helmholtz-Alberta Initiative; University of Alberta; Government of Alberta","keywords":"Calcite; Scanning electron microscope; Chemical engineering; Precipitation; Materials science; Chemistry; Biomineralization; Urease; Optical microscope; Calcium carbonate; Urea; Mineralogy; Composite material; Organic chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007536145,0.0003023294,0.0004644663,0.0001189581,0.0001577291,0.00009354633,0.000557244,0.0002218788,0.005647104],"category_scores_gemma":[0.0002128203,0.000207292,0.0001476884,0.0002879156,0.0001942453,0.0004989302,0.0002024841,0.000126034,0.0007939783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004728043,"about_ca_system_score_gemma":0.00003576817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009371967,"about_ca_topic_score_gemma":0.000004051062,"domain_scores_codex":[0.9971668,0.0003206219,0.001191925,0.0004034399,0.000523296,0.0003939533],"domain_scores_gemma":[0.9980488,0.000136036,0.001152392,0.0003173992,0.0001060487,0.0002393654],"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":[0.0002274052,0.0002483125,0.0006896728,0.000003591602,0.000045144,0.000004553634,0.0006106953,0.000001637108,0.9769582,0.00003802354,0.01742529,0.003747476],"study_design_scores_gemma":[0.002748233,0.0003226852,0.003467406,0.00006984347,0.00002855788,0.00009089385,0.0001407614,0.00000384758,0.9507951,0.0002584854,0.04175152,0.0003226482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956967,0.0001095468,0.002421692,0.0002557329,0.0006649241,0.0004014555,0.0000689617,0.00004452982,0.0003364148],"genre_scores_gemma":[0.9907327,0.0001232462,0.007978092,0.000352671,0.0001409485,0.00003903544,0.00002615661,0.00003791678,0.0005691881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02616308,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090177815245759,"score_gpt":0.3370191900557383,"score_spread":0.3161174119032807,"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."}}