{"id":"W2899383817","doi":"10.1007/s10295-018-2102-9","title":"Production of methylparaben in <i>Escherichia coli</i>","year":2018,"lang":"en","type":"article","venue":"Journal of Industrial Microbiology & Biotechnology","topic":"GABA and Rice Research","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Alberta","keywords":"Methylparaben; Paraben; Escherichia coli; Preservative; Chemistry; Bioproduction; Food Preservatives; Benzoic acid; Generally recognized as safe; Biochemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009657919,0.0001173565,0.0004178137,0.000140263,0.00006007358,0.000006235191,0.0004659882,0.0009050816,0.0001254552],"category_scores_gemma":[0.0005004144,0.00004574477,0.0001011212,0.0009441207,0.0006321284,0.00006993178,0.00009800219,0.0007572857,0.00001401934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004750492,"about_ca_system_score_gemma":0.00006508356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001098524,"about_ca_topic_score_gemma":0.0002666809,"domain_scores_codex":[0.9985664,0.0002309008,0.0006165396,0.000193177,0.00007109652,0.0003219193],"domain_scores_gemma":[0.999046,0.000124259,0.0004718137,0.00006968319,0.0002430593,0.00004515795],"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":[0.000240579,0.0001257579,0.002200244,0.000001559506,0.00002829905,0.000007126147,0.00002373276,6.158115e-7,0.9681984,0.00008680048,0.001638699,0.02744821],"study_design_scores_gemma":[0.0005265364,0.002541377,0.005562198,0.00004762958,0.00001422701,0.0001861878,0.0002679825,8.227484e-7,0.9611469,0.0002515717,0.02935556,0.00009902741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892213,0.0002564668,0.000002035165,0.009400529,0.000867676,0.0001600316,0.000008283828,0.00001246251,0.00007117883],"genre_scores_gemma":[0.9987483,0.0001937486,0.0001950645,0.0000622181,0.0007387148,0.000001517171,0.000003845532,0.000001040538,0.00005552483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02771686,"threshold_uncertainty_score":0.6980818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03931004796782912,"score_gpt":0.2626225816145997,"score_spread":0.2233125336467706,"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."}}