{"id":"W4415459278","doi":"10.1002/bab.70073","title":"The Poly(3‐Hydroxybutyrate) Production From the Mixed Culture With the Leachate Obtained From Wastewater Sludge Pretreated by the Electrochemical Process","year":2025,"lang":"en","type":"article","venue":"Biotechnology and Applied Biochemistry","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CTT Group (Canada)","funders":"","keywords":"Polyhydroxyalkanoates; Leachate; Fermentation; Wastewater; Acetic acid; Organic matter; Dewatering; Sewage sludge","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001688407,0.0006416432,0.0004445924,0.000188585,0.0001676743,0.0005215756,0.0001605132,0.0002905598,0.0006033797],"category_scores_gemma":[0.0001164775,0.0001567852,0.0005062613,0.0003534479,0.0001194853,0.000376582,0.0003582018,0.0005471994,0.0002766027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686177,"about_ca_system_score_gemma":0.000287825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007615776,"about_ca_topic_score_gemma":0.001249372,"domain_scores_codex":[0.9998097,0.0000213941,0.00002662105,0.0000420676,0.00006809284,0.00003219906],"domain_scores_gemma":[0.9999372,0.00001025252,0.00001346284,0.00000835974,0.00001743247,0.00001328509],"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":[0.00002570211,0.00001178486,0.00009284727,0.00002707072,0.000004767565,0.00002330384,0.000006033081,0.00002810004,0.9987808,0.00001348969,0.000005464227,0.0009806377],"study_design_scores_gemma":[0.00000317445,0.0001023612,0.001015269,0.000006977922,0.0000131498,0.00006972431,0.00002373938,0.0003384576,0.9977932,0.00001392876,0.0006163899,0.000003568286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879768,0.001614609,0.0080796,0.0001264624,0.00009722867,0.00004313262,0.0004773778,0.00003942339,0.001545183],"genre_scores_gemma":[0.9809488,0.001491394,0.01058912,0.00007116789,0.00002037309,0.00005454415,0.001153188,0.00003192769,0.005639513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007615776,"threshold_uncertainty_score":0.002018511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003902717503641519,"score_gpt":0.1818991319232482,"score_spread":0.1779964144196067,"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."}}