{"id":"W2328134666","doi":"10.1021/bm3009507","title":"Biosynthesis and Properties of Medium-Chain-Length Polyhydroxyalkanoates with Enriched Content of the Dominant Monomer","year":2012,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Polyhydroxyalkanoates; Biosynthesis; Monomer; Chemistry; Chain (unit); Food science; Chemical engineering; Biochemistry; Polymer chemistry; Organic chemistry; Polymer; Bacteria; Enzyme; Biology; Genetics","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":[0.0004032556,0.0002063992,0.000360143,0.00006224443,0.0001304698,0.00002566374,0.0002915653,0.0000771536,0.00004751355],"category_scores_gemma":[0.00007119986,0.00009408905,0.00007213993,0.0001256181,0.0008569518,0.0001317353,0.0001456013,0.00004175225,0.000004963439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000114252,"about_ca_system_score_gemma":0.00004823506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000987757,"about_ca_topic_score_gemma":0.00002819038,"domain_scores_codex":[0.9986672,0.0001501967,0.0003496751,0.0001995305,0.0002999311,0.0003334415],"domain_scores_gemma":[0.999162,0.00006413081,0.0002628344,0.0003474897,0.00007976657,0.00008380332],"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":[0.0001381789,0.0001124188,0.004741476,0.00009873238,0.00004546207,4.291067e-7,0.001197089,4.32392e-8,0.9908996,0.0004012318,0.00001071874,0.002354599],"study_design_scores_gemma":[0.0002091164,0.00008472143,0.008913181,0.0001595231,0.00007129624,0.0000187781,0.0007860656,0.000008955646,0.9893972,0.000009349192,0.0001782392,0.0001635424],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558517,0.04317331,0.00002703754,0.0004712775,0.0001394156,0.0001856689,0.00002823019,0.00001591377,0.0001074055],"genre_scores_gemma":[0.9991418,0.0001470015,0.0004954982,0.0000395897,0.00002946646,0.00002563616,3.658468e-7,0.00002043652,0.000100275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04328999,"threshold_uncertainty_score":0.383684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03119376822918985,"score_gpt":0.1976140493754974,"score_spread":0.1664202811463076,"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."}}