{"id":"W4405480933","doi":"10.1002/pen.27036","title":"Mechanical and antimicrobial properties of green and photoactive <scp> AgTiO <sub>2</sub> </scp> /poly(3hydroxybutyrate) ( <scp>PHB</scp> ) electrospun membranes","year":2024,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Membrane; Materials science; Crystallinity; Ultimate tensile strength; Nanofiber; Gelatin; Chemical engineering; Microfiltration; Electrospinning; Fourier transform infrared spectroscopy; Filtration (mathematics); Nuclear chemistry; Composite material; Polymer; Chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001402265,0.0003011726,0.0001399081,0.0001695874,0.0001207154,0.0002339013,0.0001231152,0.0003815808,0.0004699985],"category_scores_gemma":[0.0001928877,0.0001548982,0.0001711684,0.0001095955,0.0001697141,0.0002535409,0.0001299307,0.0002274624,0.000159351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001562518,"about_ca_system_score_gemma":0.00007826515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003453283,"about_ca_topic_score_gemma":0.0005814645,"domain_scores_codex":[0.9998982,0.00001170804,0.000007438676,0.00001971332,0.00004319011,0.00001982047],"domain_scores_gemma":[0.9998832,0.00002396248,0.00004243149,0.00000771642,0.00002510341,0.0000175724],"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":[0.00001217887,0.000002378072,0.00003429429,0.00001177691,0.000001593175,0.00001737074,0.000004356725,0.00002861916,0.9995694,0.000006030692,0.000004755077,0.0003073805],"study_design_scores_gemma":[0.000003135415,0.00005990178,0.001552366,0.000003673897,0.000006083467,0.00006161141,0.00001611381,0.0003942442,0.9976165,0.000008004503,0.0002755001,0.000003015996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968948,0.001093379,0.001304515,0.00004842212,0.00001731844,0.000008104684,0.00006427088,0.00002288298,0.000546192],"genre_scores_gemma":[0.9979267,0.0004093137,0.0009468519,0.00002315287,0.000005596966,0.00001010013,0.00004364152,0.000008215702,0.0006264702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004699985,"threshold_uncertainty_score":0.001572371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00518275934800317,"score_gpt":0.1699379448866211,"score_spread":0.1647551855386179,"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."}}