{"id":"W4402715837","doi":"10.3390/ma17184553","title":"Boosting Flame Retardancy of Polypropylene/Calcium Carbonate Composites with Inorganic Flame Retardants","year":2024,"lang":"en","type":"article","venue":"Materials","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Fire retardant; Polypropylene; Zinc borate; Materials science; Calcium carbonate; Magnesium; Composite material; Thermal stability; Flammability; Calcium hydroxide; Zinc; Char; Hydroxide; Composite number; Chemical engineering; Metallurgy; Pyrolysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001112723,0.0005177002,0.001014306,0.0001885408,0.0001652967,0.0006537273,0.0005327795,0.0001708559,0.002852283],"category_scores_gemma":[0.00007819755,0.0003574393,0.0001056749,0.0002904834,0.0003313848,0.0004905415,0.0002707308,0.0001291182,0.0006089844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007918357,"about_ca_system_score_gemma":0.0001827172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006147367,"about_ca_topic_score_gemma":0.00001912926,"domain_scores_codex":[0.9964943,0.0003420829,0.001051769,0.0007732059,0.0006075755,0.0007310738],"domain_scores_gemma":[0.9986423,0.0001246084,0.0002889951,0.0006405409,0.0001653397,0.0001382665],"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":[0.0003599556,0.00002954356,0.0002312379,0.001197341,0.00006879429,0.0001092744,0.000605653,0.00002860006,0.9963398,0.0006901848,0.0001615778,0.0001780364],"study_design_scores_gemma":[0.0003311217,0.0003299125,0.0008022496,0.001227912,0.0001304954,0.0001264914,0.00005821843,0.0001100742,0.9948355,0.0003620699,0.001170811,0.0005151448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917054,0.002828483,0.00007647889,0.0002715699,0.002399463,0.0005021119,0.0003648797,0.0004947916,0.001356823],"genre_scores_gemma":[0.9965816,0.0001147986,0.001964335,0.00007525956,0.0004611505,0.00004413836,0.00005079426,0.0001278745,0.000580096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004876154,"threshold_uncertainty_score":0.9998878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160563688931173,"score_gpt":0.2257566705008273,"score_spread":0.20970030160771,"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."}}