{"id":"W2152772233","doi":"10.1111/j.1472-4669.2008.00151.x","title":"Bacterial biomineralization: Where to from here?","year":2008,"lang":"en","type":"review","venue":"Geobiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Biomineralization; Biology; Biochemical engineering; Astrobiology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006747169,0.000351991,0.001175138,0.00005202551,0.0001973166,0.00000783284,0.0007507461,0.0008217454,0.05473929],"category_scores_gemma":[0.00003717,0.0002957953,0.000211638,0.0002229425,0.0002884484,0.00003614859,0.0008232029,0.0003514478,0.01669374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202005,"about_ca_system_score_gemma":0.00004617985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446566,"about_ca_topic_score_gemma":0.004111801,"domain_scores_codex":[0.9978793,0.0007958132,0.0004133756,0.0004938929,0.00003402476,0.0003836553],"domain_scores_gemma":[0.9988925,0.0002279816,0.0001777313,0.000591448,0.000006253454,0.0001040667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004248003,0.0001240484,0.0001735647,0.0002445068,0.0001683587,0.00003128715,0.0001992734,0.00001267499,0.0005397341,0.00006953885,0.5153028,0.4830917],"study_design_scores_gemma":[0.00009926231,0.0001040171,0.00007816092,0.0001457577,0.00004932465,0.00006100713,0.000002281276,2.074604e-7,0.000001472966,0.0001272092,0.9990293,0.0003019892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00140762,0.9927164,0.00002500243,0.0001446186,0.001663322,0.0005872714,0.0003505822,0.00006306355,0.003042073],"genre_scores_gemma":[0.00001453155,0.9949325,0.0002724422,0.0005804385,0.0003779241,0.00005646005,0.002722497,0.00002786779,0.001015389],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4837264,"threshold_uncertainty_score":0.9999494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02938829924919719,"score_gpt":0.2783702307856405,"score_spread":0.2489819315364434,"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."}}