{"id":"W4411572124","doi":"10.1007/s12649-025-03161-y","title":"Flame-Retardant Separators Based on Phosphorylated Cellulose Derived from Alfa Fibers for Lithium-Ion Batteries","year":2025,"lang":"en","type":"article","venue":"Waste and Biomass Valorization","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Fondation OCP; Université Mohammed VI Polytechnique","keywords":"Fire retardant; Cellulose; Lithium (medication); Cellulose fiber; Ion; Materials science; Chemistry; Organic chemistry; Medicine; Psychiatry","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":[0.0002502786,0.0004862165,0.0003693087,0.0003825714,0.0003240238,0.0004790613,0.0003674415,0.0003175978,0.001104857],"category_scores_gemma":[0.0002443145,0.000225165,0.0003368842,0.0002197593,0.0002436409,0.0007008788,0.0002159439,0.0006012425,0.0004935507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003796307,"about_ca_system_score_gemma":0.0003687694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009488329,"about_ca_topic_score_gemma":0.001939284,"domain_scores_codex":[0.9999015,0.000008762123,0.000007389489,0.00001949524,0.00003642771,0.00002629588],"domain_scores_gemma":[0.9998984,0.00002124793,0.00002600581,0.000007772825,0.00002801364,0.00001848691],"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":[0.0002009426,0.00002911486,0.00009985568,0.00008820145,0.000007843277,0.0000570951,0.00003096315,0.0001850383,0.9942392,0.0002704863,0.00009240357,0.004698991],"study_design_scores_gemma":[0.000005048384,0.0000617093,0.000294869,0.00000453952,0.000006897375,0.00003332318,0.00001054663,0.0006175932,0.9978236,0.00001858851,0.001118338,0.000005124536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979964,0.003410435,0.0125008,0.0001291908,0.0001243922,0.00005649268,0.000204361,0.0003429202,0.003267331],"genre_scores_gemma":[0.9817145,0.002254025,0.009910543,0.00006516331,0.00002803016,0.00003506391,0.0002479935,0.00008999709,0.005654604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001104857,"threshold_uncertainty_score":0.003696144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401584463404203,"score_gpt":0.2633606556791413,"score_spread":0.2493448110450993,"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."}}