{"id":"W4404492453","doi":"10.4236/ojapps.2024.1411205","title":"Cassava Peel Starch as a Raw Material for Polyhydroxyalkanoates Synthesis by &lt;i&gt;Cupriavidus&lt;/i&gt; &lt;i&gt;necator&lt;/i&gt;","year":2024,"lang":"en","type":"article","venue":"Open Journal of Applied Sciences","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Liège; Fonds De La Recherche Scientifique - FNRS; International Development Research Centre","keywords":"Cupriavidus necator; Polyhydroxyalkanoates; Raw material; Starch; Food science; Chemistry; Biology; Organic chemistry; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001520168,0.000541432,0.0003131118,0.0002753904,0.000113376,0.0003095779,0.0001760968,0.0002690917,0.000589672],"category_scores_gemma":[0.0001514358,0.0001841881,0.0004391858,0.0005095534,0.0001113791,0.0002266013,0.000303719,0.0003404225,0.0003444926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001819871,"about_ca_system_score_gemma":0.0002445287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008086147,"about_ca_topic_score_gemma":0.001905888,"domain_scores_codex":[0.9998527,0.00002158698,0.00002597854,0.0000347153,0.00004191915,0.00002310049],"domain_scores_gemma":[0.999938,0.00001008426,0.00001648439,0.00001042232,0.00001412903,0.00001079541],"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":[0.00003952896,0.00001638799,0.000188046,0.00007829033,0.00000639183,0.00007317581,0.00001033366,0.00009324814,0.9968306,0.00002724627,0.00002475419,0.002611864],"study_design_scores_gemma":[0.00000465794,0.0002154822,0.002349931,0.00001679216,0.00002503037,0.0001202326,0.00002852613,0.000477399,0.995118,0.00001710668,0.00161974,0.000007158708],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989823,0.001957225,0.004261826,0.00008473657,0.00003010653,0.00005430319,0.0004070863,0.0000730702,0.003308653],"genre_scores_gemma":[0.9857938,0.001236832,0.009613195,0.00003441005,0.000004927609,0.00005095953,0.0008584168,0.00003698087,0.00237054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008086147,"threshold_uncertainty_score":0.001972616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02761831495135365,"score_gpt":0.271210486859348,"score_spread":0.2435921719079943,"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."}}