{"id":"W4404388714","doi":"10.1016/j.jpowsour.2024.235797","title":"Carbon preference by Cupriavidus necator for growth and accumulation phases: Heterotrophic vs. autotrophic metabolisms","year":2024,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science","keywords":"Cupriavidus necator; Autotroph; Heterotroph; Chemistry; Carbon fibers; Preference; Food science; Polyhydroxyalkanoates; Biology; Bacteria; Economics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001027806,0.0005087153,0.0004126209,0.0003262584,0.0002058246,0.0005987895,0.0003084383,0.000518175,0.0006728634],"category_scores_gemma":[0.0003149072,0.0002325833,0.0002116701,0.0002752162,0.000122177,0.0003165253,0.000469294,0.0002903078,0.0002394037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250847,"about_ca_system_score_gemma":0.0001601272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147177,"about_ca_topic_score_gemma":0.001692863,"domain_scores_codex":[0.9998434,0.00002056457,0.00002529379,0.00004865305,0.00003268085,0.00002945196],"domain_scores_gemma":[0.9997788,0.00004084016,0.00005876364,0.00002511697,0.00005285906,0.00004361607],"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":[0.0000851185,0.000008025881,0.001026779,0.00003646054,0.000004191933,0.00005320761,0.00002512964,0.00002375653,0.9978057,0.000005197399,0.0000185034,0.0009079427],"study_design_scores_gemma":[0.00001615019,0.0007319776,0.08815908,0.00003051952,0.00006815468,0.001196522,0.0004732872,0.001900051,0.9055435,0.00004154504,0.001789104,0.00005008608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983322,0.0005791851,0.0002003889,0.00004233549,0.000005308433,0.000008797272,0.0003091375,0.00002846228,0.0004942873],"genre_scores_gemma":[0.9959189,0.0003724503,0.001654872,0.00006813399,0.000004772037,0.00003012031,0.0008298163,0.00002033431,0.001100665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001147177,"threshold_uncertainty_score":0.002280951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618825752378293,"score_gpt":0.2428915767994326,"score_spread":0.2267033192756497,"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."}}