{"id":"W2230020984","doi":"","title":"Bioenergetic Limitations on Slow Microbial Growth in the Subsurface: What is the Burden of Maintenance on the Overall Energy Budget?","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Bioenergetics; Natural resource economics; Energy budget; Environmental science; Business; Economics; Biochemical engineering; Environmental economics; Chemistry; Ecology; Biology; Engineering","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":[0.001241427,0.000158607,0.0001622847,0.00002205049,0.0004139704,0.00004013492,0.0009603585,0.0000983809,0.0001418884],"category_scores_gemma":[0.0002600921,0.00008249973,0.00008421319,0.000149011,0.0004107488,0.00008620579,0.0001917786,0.0003517896,0.0001984158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004374244,"about_ca_system_score_gemma":0.000008251801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007628025,"about_ca_topic_score_gemma":0.00738211,"domain_scores_codex":[0.9977987,0.001280045,0.0002430479,0.0002230585,0.0001388546,0.000316287],"domain_scores_gemma":[0.9969624,0.002313474,0.0001629464,0.0005221883,0.00001582012,0.00002315822],"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":[0.0003783141,0.0006739167,0.00935996,0.00003795231,0.00009554091,0.000005132993,0.03992015,0.07429884,0.3496403,0.07360342,0.4464563,0.005530161],"study_design_scores_gemma":[0.004831972,0.003934736,0.2192943,0.0015272,0.000232538,0.00005525024,0.02128136,0.0337123,0.08674653,0.1006112,0.5248636,0.002908967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690849,0.00004965594,0.000015661,0.02009863,0.0001839542,0.0001544384,0.000003859002,0.000009693218,0.01039928],"genre_scores_gemma":[0.989395,0.0003323586,0.00006172143,0.009805284,0.00007235883,0.00001755424,0.00000849086,0.00001151586,0.0002956978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2628937,"threshold_uncertainty_score":0.9989803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359208163570011,"score_gpt":0.207628774072005,"score_spread":0.1940366924363049,"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."}}