{"id":"W4311292856","doi":"10.3390/polym14235324","title":"Synergistic Enhancement of Flame Retardancy Behavior of Glass-Fiber Reinforced Polylactide Composites through Using Phosphorus-Based Flame Retardants and Chain Modifiers","year":2022,"lang":"en","type":"article","venue":"Polymers","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Bilimsel Araştırma Projeleri Birimi, İstanbul Teknik Üniversitesi; Istanbul Teknik Üniversitesi","keywords":"Fire retardant; Materials science; Melamine; Composite material; Ammonium polyphosphate; Epoxy; Polylactic acid; Flame test; Polymer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005176609,0.000327395,0.0007145768,0.0001238015,0.0003036824,0.00004615587,0.0003424093,0.00006719254,0.002630597],"category_scores_gemma":[0.00004403246,0.0003057407,0.0001408535,0.0002206486,0.0004560763,0.0001933301,0.0002532775,0.0001308788,0.000009031993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189164,"about_ca_system_score_gemma":0.000176172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003044291,"about_ca_topic_score_gemma":0.000004990376,"domain_scores_codex":[0.9972804,0.0002404458,0.000835333,0.0004640184,0.0006769871,0.0005028841],"domain_scores_gemma":[0.9986304,0.00009979728,0.0006048108,0.000478755,0.00008460554,0.0001016498],"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":[0.0006751989,0.00004906519,0.0003624242,0.0001785359,0.00003873142,0.0000142229,0.0008642721,0.001763188,0.9953703,0.0002201396,0.00002569988,0.000438229],"study_design_scores_gemma":[0.000762525,0.0004051774,0.0001366064,0.0001117791,0.0001834558,0.00001070013,0.0004617251,0.005956179,0.9913725,0.00002406196,0.0002257774,0.0003495241],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952829,0.002547462,0.0003482059,0.00008471117,0.0006194307,0.0004691122,0.0002311534,0.00004453716,0.0003724157],"genre_scores_gemma":[0.9966677,0.00007215095,0.002452628,0.0001087601,0.00003175181,0.00007188077,0.00003438547,0.0000457117,0.0005150143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004192991,"threshold_uncertainty_score":0.9999394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249017555608665,"score_gpt":0.2487566884214764,"score_spread":0.2238549328606099,"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."}}