{"id":"W2477029165","doi":"10.1061/9780784480069.006","title":"Influence Factors for Microbial-Induced Calcite Precipitation in Sands","year":2016,"lang":"en","type":"article","venue":"","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Calcite; Precipitation; Geology; Environmental science; Geochemistry; Meteorology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003022421,0.000286031,0.0002947564,0.0003300158,0.0003174885,0.0006413687,0.0002063697,0.00019125,0.0006906586],"category_scores_gemma":[0.001027519,0.0001933171,0.0002282667,0.0002326795,0.0003974964,0.000185657,0.0003011172,0.000297084,0.0001054983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000971398,"about_ca_system_score_gemma":0.001010835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01371584,"about_ca_topic_score_gemma":0.0287975,"domain_scores_codex":[0.9995366,0.0001006873,0.00005039452,0.00006236356,0.0001810265,0.00006889337],"domain_scores_gemma":[0.9990757,0.000411003,0.0001936937,0.00003588213,0.0002078926,0.00007583239],"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":[0.0002836623,0.00006010375,0.008819661,0.0001356081,0.00001947466,0.0001020135,0.00006419371,0.0006760119,0.9862908,0.00005093201,0.0000370768,0.003460499],"study_design_scores_gemma":[0.00001030487,0.0004480717,0.03561144,0.000008025085,0.00004042833,0.00007838747,0.000200931,0.001368752,0.9616306,0.00002880089,0.0005623174,0.00001188739],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983789,0.0003109645,0.0004469721,0.00002422435,0.000004616834,0.00003761747,0.00009578815,0.00001349002,0.0006874158],"genre_scores_gemma":[0.9989306,0.0002105272,0.0005125786,0.00001070451,0.000001531308,0.00001388033,0.00006208341,0.000003836712,0.0002540654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01371584,"threshold_uncertainty_score":0.02727199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467946460614538,"score_gpt":0.2579823466158064,"score_spread":0.243302882009661,"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."}}