{"id":"W2496271970","doi":"10.1007/978-3-642-41837-2","title":"Geomicrobiology and Biogeochemistry","year":2013,"lang":"en","type":"book","venue":"Soil biology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Biogeochemistry; Geomicrobiology; Geology; Biology; Microbial ecology; Ecology; Paleontology; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002893219,0.001697514,0.001190601,0.001847068,0.0005661179,0.001788648,0.0009727961,0.001112133,0.04072332],"category_scores_gemma":[0.0005904057,0.0004840862,0.0004030679,0.002472103,0.001126305,0.002720163,0.001636438,0.002698961,0.03301597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207399,"about_ca_system_score_gemma":0.001195378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013767,"about_ca_topic_score_gemma":0.005106643,"domain_scores_codex":[0.9997796,0.00002206454,0.000007476624,0.0000287424,0.0001455521,0.00001658039],"domain_scores_gemma":[0.9998603,0.00004206195,0.000009386516,0.0000169016,0.00003985742,0.00003153264],"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":[0.0000165224,0.00003302011,0.00009053237,0.000417986,0.000009371664,0.00005787831,0.0000986883,0.0005746775,0.002249375,0.04837009,0.499995,0.4480868],"study_design_scores_gemma":[0.000001909768,0.000006410194,0.0001102341,0.0001072205,0.000002536424,0.00009261511,0.00001744933,0.0001304652,0.0001614777,0.01845734,0.9809086,0.000003673805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007295005,0.3408076,0.02618708,0.007052297,0.01807728,0.00008460033,0.0003171558,0.0006563673,0.6060882],"genre_scores_gemma":[0.003124709,0.1028464,0.008105348,0.002978504,0.004578183,0.0001265996,0.0002399666,0.0003213293,0.877679],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04072332,"threshold_uncertainty_score":0.1362331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00519795199093088,"score_gpt":0.1898562159349211,"score_spread":0.1846582639439902,"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."}}