{"id":"W2949608742","doi":"10.1039/c9ee00705a","title":"Biohybrid photoheterotrophic metabolism for significant enhancement of biological nitrogen fixation in pure microbial cultures","year":2019,"lang":"en","type":"article","venue":"Energy & Environmental Science","topic":"Microbial Fuel Cells and Bioremediation","field":"Environmental Science","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories","funders":"Chinese University of Hong Kong; Research Grants Council, University Grants Committee; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Nitrogen fixation; Rhodopseudomonas palustris; Nitrogen; Fixation (population genetics); Chemistry; Metabolism; Carbon fixation; Nitrogen cycle; Botany; Biology; Biochemistry; Bacteria; Photosynthesis; Organic chemistry","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":[0.0001024373,0.0003784345,0.0001720015,0.0001499936,0.00009382675,0.0002468642,0.0001946781,0.0002974328,0.0008063802],"category_scores_gemma":[0.00007078459,0.0001464494,0.0001822811,0.00014127,0.0001009975,0.0001483354,0.0001562764,0.0002531511,0.000215439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004582919,"about_ca_system_score_gemma":0.0001674452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272478,"about_ca_topic_score_gemma":0.003608426,"domain_scores_codex":[0.9999105,0.00001123345,0.000006833244,0.00002693332,0.00002873289,0.0000158124],"domain_scores_gemma":[0.9999727,0.000006366656,0.000004196292,0.000003099492,0.000006671739,0.000006968571],"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":[0.00001746121,0.000009510206,0.00001593868,0.000008220818,0.000001515695,0.000007171105,0.000003487749,0.00004454176,0.9994677,0.00003149737,0.00001279318,0.0003801975],"study_design_scores_gemma":[0.000004071162,0.00003416713,0.000233956,9.179928e-7,0.000003652207,0.00001469661,0.000004003361,0.0004358054,0.9988211,0.000007750483,0.0004379685,0.000001844709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918994,0.0006033861,0.004957125,0.0000615691,0.00003438514,0.00003233396,0.0003465803,0.0001031699,0.001961986],"genre_scores_gemma":[0.9927274,0.0002691488,0.003975374,0.00001455982,0.000002912666,0.00002941344,0.0003482948,0.00002049687,0.002612429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001272478,"threshold_uncertainty_score":0.003325105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006568455149925813,"score_gpt":0.1985397908892992,"score_spread":0.1919713357393734,"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."}}