{"id":"W4413612077","doi":"10.1007/s11274-025-04525-1","title":"Enhancement of environmental microplastics (MPs) degradation via bacteria under stress conditions: key enzymes, pathways, and mechanisms","year":2025,"lang":"en","type":"review","venue":"World Journal of Microbiology and Biotechnology","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Centre","funders":"Lanzhou University","keywords":"Biodegradation; Microplastics; Bioremediation; Chemistry; Environmental chemistry; Bacteria; Microbiology; Biology","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":[0.0004865797,0.001356277,0.001680714,0.001615607,0.0001942239,0.001051929,0.0007878389,0.001030026,0.001748035],"category_scores_gemma":[0.0004425531,0.0003878762,0.0005197072,0.002453252,0.0004094833,0.001362351,0.0006664047,0.001447273,0.001304318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004749122,"about_ca_system_score_gemma":0.0009309252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007957083,"about_ca_topic_score_gemma":0.00148697,"domain_scores_codex":[0.9998186,0.00001689187,0.00002031332,0.00004305068,0.00007753522,0.00002362326],"domain_scores_gemma":[0.9997476,0.00008465008,0.00005628531,0.00000932287,0.00007236309,0.00002979761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001337315,0.0001290412,0.0001845986,0.02700719,0.0001158554,0.0001451578,0.00004218295,0.0007119667,0.01479659,0.002968976,0.01243199,0.9413328],"study_design_scores_gemma":[0.0000347455,0.0003820531,0.001654516,0.003376047,0.0002852405,0.0009157241,0.00007494928,0.0003025002,0.006978713,0.002284986,0.9836596,0.00005091607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002639843,0.9988853,0.0001815723,0.0001001035,0.0001058869,0.000003059948,0.00001893472,0.000005381429,0.0004356646],"genre_scores_gemma":[0.0009650317,0.9983186,0.0002250893,0.00006236435,0.00007296153,0.000003896334,0.0000254538,9.380112e-7,0.0003257571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001748035,"threshold_uncertainty_score":0.005847752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008651567658915569,"score_gpt":0.2148131559252941,"score_spread":0.2061615882663786,"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."}}