{"id":"W2589723649","doi":"10.1186/s13068-017-0732-1","title":"Molecular and biochemical characterization of recombinant cel12B, cel8C, and peh28 overexpressed in Escherichia coli and their potential in biofuel production","year":2017,"lang":"en","type":"article","venue":"Biotechnology for Biofuels","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Texas A and M University-Kingsville; Ministry of Higher Education, Egypt","keywords":"Escherichia coli; Biofuel; Recombinant DNA; Biotechnology; Bioenergy; Production (economics); Biology; Chemistry; Biochemical engineering; Biochemistry; Gene; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001660326,0.0003390585,0.0002267653,0.0001940305,0.00007497938,0.0002921921,0.0001491279,0.000176638,0.0008775844],"category_scores_gemma":[0.0002129042,0.00007768872,0.0002242874,0.0003146848,0.0001241377,0.0001729066,0.0001184088,0.0004203321,0.0004505124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034139,"about_ca_system_score_gemma":0.0001784814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102795,"about_ca_topic_score_gemma":0.0007360749,"domain_scores_codex":[0.9998932,0.00001436552,0.00000902074,0.00001997432,0.00004164232,0.00002175244],"domain_scores_gemma":[0.9998908,0.00001791666,0.00002357682,0.00001135579,0.0000364756,0.00001978505],"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":[0.00008814048,0.00004671615,0.0004504066,0.0000402574,0.000006260735,0.00003393969,0.00001170512,0.0001254751,0.9975652,0.00005323132,0.00002558626,0.001553118],"study_design_scores_gemma":[0.000008008021,0.00009726105,0.003973918,0.00000624302,0.00001047707,0.000117299,0.00003532627,0.001039079,0.9928622,0.00003253444,0.001812644,0.000004906628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936241,0.0006043529,0.003719734,0.000109548,0.00001414648,0.00002180526,0.001034114,0.00005472763,0.0008174921],"genre_scores_gemma":[0.9874642,0.0003520003,0.005947272,0.00002680659,0.000004693939,0.00002737364,0.003380618,0.00003559677,0.002761514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001102795,"threshold_uncertainty_score":0.002935827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007207203937600725,"score_gpt":0.1994333066596068,"score_spread":0.1922261027220061,"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."}}