{"id":"W2090628592","doi":"10.1016/j.jbiotec.2015.04.009","title":"Heterologous expression of proteorhodopsin enhances H2 production in Escherichia coli when endogenous Hyd-4 is overexpressed","year":2015,"lang":"en","type":"article","venue":"Journal of Biotechnology","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Periplasmic space; Escherichia coli; Operon; Protochlorophyllide; Biochemistry; Hydrogenase; Oxidoreductase; Biology; Chemistry; Enzyme; Gene","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":[0.0005204444,0.0001405294,0.0003624847,0.0005041022,0.00004008686,0.00001665757,0.0006250822,0.0003329758,0.00004187968],"category_scores_gemma":[0.001371167,0.0001139172,0.00007197192,0.0004162926,0.0003381038,0.0001637617,0.000167411,0.0006258798,0.000005990196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009544426,"about_ca_system_score_gemma":0.0001735546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003202217,"about_ca_topic_score_gemma":0.00001060538,"domain_scores_codex":[0.9980643,0.0002595856,0.0005607865,0.000285103,0.0005005481,0.0003296482],"domain_scores_gemma":[0.99887,0.00006891195,0.0005148377,0.0003094272,0.0001372687,0.00009952003],"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":[0.0004791806,0.0003306454,0.0003773397,0.00002309736,0.000004556163,0.00003754206,0.000803823,0.00004767118,0.9960175,0.000009294626,0.0004647106,0.001404607],"study_design_scores_gemma":[0.0007139253,0.00121627,0.0002123098,0.00006542498,0.000004479017,0.0001649245,0.0001823425,0.00004929582,0.9949112,0.00148039,0.0009027389,0.00009673088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976533,0.0003385167,0.0001523253,0.0009615307,0.0003870805,0.0003514957,0.000009333485,0.00002120411,0.0001251938],"genre_scores_gemma":[0.9973039,0.0003413073,0.002120526,0.00008276768,0.00008033143,0.00001079605,3.781959e-7,0.00001531995,0.0000446866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0019682,"threshold_uncertainty_score":0.4645407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08486377533548853,"score_gpt":0.3069038143903432,"score_spread":0.2220400390548547,"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."}}