{"id":"W3004623630","doi":"10.1088/1755-1315/444/1/012030","title":"Application of aerosol extinguishing agents to increase infrastructure safety","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Convention on Biological Diversity; Fire protection; Environmental science; Convention; Architectural engineering; Forensic engineering; Engineering; Biodiversity; Law; Civil engineering; Political science; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002229029,0.0001325852,0.0001807636,0.0000235697,0.0002391046,0.000141971,0.0003202396,0.00003297706,0.0006544763],"category_scores_gemma":[0.00008186465,0.0001086163,0.00001655869,0.00012716,0.0006855246,0.0005167013,0.000334436,0.0000510184,0.00005852935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001420986,"about_ca_system_score_gemma":0.00004506585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001378609,"about_ca_topic_score_gemma":0.00001080198,"domain_scores_codex":[0.9987739,0.000031706,0.0002292864,0.0003805858,0.0003275218,0.0002570385],"domain_scores_gemma":[0.9994362,0.00001005088,0.00009294654,0.0001632398,0.00001582142,0.0002817175],"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":[0.00009562544,0.000005837575,0.0007689038,0.00002392381,8.656614e-7,0.00000103047,0.001322394,0.0001411427,0.9907378,0.0001407774,0.000008027756,0.006753658],"study_design_scores_gemma":[0.0001155315,0.0001688409,0.02149108,0.00001741394,0.000004535502,0.000006703662,0.0005710803,0.0006706569,0.9744303,0.00002789074,0.002346343,0.0001496508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982486,0.00003585305,0.0003759407,0.0003310013,0.00007989251,0.0002094259,0.00008411315,0.00002534126,0.0006097681],"genre_scores_gemma":[0.9975031,0.00007326873,0.001985989,0.000346149,0.00004011524,0.000007411536,0.000007612725,0.000005871902,0.00003047418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02072218,"threshold_uncertainty_score":0.7166057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119453107130028,"score_gpt":0.2002287706543772,"score_spread":0.1882834599413744,"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."}}