{"id":"W2762894418","doi":"10.1002/bit.26474","title":"Overproduction of MCL‐PHA with high 3‐hydroxydecanoate Content","year":2017,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pseudomonas putida; Decanoic acid; Chemistry; Substrate (aquarium); Acetic acid; Polyhydroxyalkanoates; Yield (engineering); Biochemistry; Biomass (ecology); Food science; Fed-batch culture; Chromatography; Fermentation; Biology; Enzyme; Bacteria","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":[0.0001835273,0.0007577686,0.000428662,0.0002498549,0.0001266369,0.0005031013,0.0002993862,0.000321095,0.0004583979],"category_scores_gemma":[0.0001534294,0.0002356684,0.000414907,0.0003617947,0.000182027,0.000293842,0.0004437759,0.0006238242,0.0004060866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003859502,"about_ca_system_score_gemma":0.0002888432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005677872,"about_ca_topic_score_gemma":0.000830897,"domain_scores_codex":[0.9997995,0.00002186954,0.00002760654,0.00003828979,0.00007745401,0.0000351902],"domain_scores_gemma":[0.9997893,0.00002455857,0.00006906329,0.00003090652,0.00002868118,0.00005748779],"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":[0.00001926745,0.000009920661,0.00006422139,0.00001469059,0.000002476636,0.00001895636,0.000002921886,0.00002891222,0.9994721,0.000009495783,0.000002820666,0.0003542422],"study_design_scores_gemma":[0.000004684811,0.00009638969,0.0008034769,0.000002719824,0.00001069992,0.00009533733,0.000008739109,0.0003449368,0.9981478,0.000009887543,0.0004719092,0.000003380424],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909161,0.0007530162,0.006751288,0.00008790765,0.00003026761,0.00005683105,0.0004035308,0.0001351656,0.0008659989],"genre_scores_gemma":[0.9830548,0.0007143479,0.0129189,0.00003853032,0.00001117803,0.00004846058,0.001072162,0.00005263985,0.002089066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007577686,"threshold_uncertainty_score":0.002800286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266134679525739,"score_gpt":0.1959498686928718,"score_spread":0.1732885218976145,"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."}}