{"id":"W2915551285","doi":"10.1159/000495752","title":"Production of Polyhydroxyalkanoates Copolymers by Recombinant &lt;b&gt;&lt;i&gt;Pseudomonas&lt;/i&gt;&lt;/b&gt; in Plasmid- and Antibiotic-Free Cultures","year":2018,"lang":"en","type":"article","venue":"Microbial Physiology","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency of Canada","keywords":"Polyhydroxyalkanoates; Pseudomonas; Plasmid; Ralstonia; Recombinant DNA; Aeromonas hydrophila; Cupriavidus necator; Chemistry; Biology; Molecular biology; Microbiology; Bacteria; Gene; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005680633,0.0005861565,0.001035732,0.0002248204,0.0004285827,0.00009542855,0.0008027972,0.0004517183,0.0003966252],"category_scores_gemma":[0.0002207358,0.0004637723,0.0001511055,0.0003584582,0.002063626,0.0003741639,0.0004477387,0.0002013218,0.0001286686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007854508,"about_ca_system_score_gemma":0.0001231307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004541536,"about_ca_topic_score_gemma":0.0008383856,"domain_scores_codex":[0.9961738,0.0004991016,0.0008845066,0.00120104,0.0002545154,0.0009870599],"domain_scores_gemma":[0.9982275,0.0001220749,0.0004748919,0.0008504606,0.0001719333,0.0001531611],"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":[0.0006456475,0.0003456445,0.00005547684,0.0001410988,0.00004979519,0.000002722413,0.0007868037,0.000002216731,0.9392373,0.0003832144,0.05691831,0.001431762],"study_design_scores_gemma":[0.0009842217,0.0006273224,0.001275198,0.0001935393,0.00005764981,0.00004075477,0.00004824256,0.00003489146,0.9728782,0.0003896792,0.02289184,0.0005784245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809747,0.0137362,0.000005466477,0.001333695,0.002760581,0.0004321744,0.0001913388,0.0001002833,0.0004655385],"genre_scores_gemma":[0.9962364,0.001087338,0.0004757829,0.000256958,0.0004461989,0.00001795793,0.00005938677,0.00006272773,0.001357212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03402647,"threshold_uncertainty_score":0.9997814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009323917196460287,"score_gpt":0.212240869421693,"score_spread":0.2029169522252327,"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."}}