{"id":"W2365896500","doi":"","title":"Experimental study on fire suppressioneffectiveness of superfine and surfacetreatment powder","year":2006,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ammonium bicarbonate; Materials science; Particle size; Sodium bicarbonate; Particle (ecology); Waste management; Environmental science; Composite material; Forensic engineering; Chemical engineering; Engineering; Raw material; Chemistry; Geology","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":[0.0001398641,0.0001256016,0.000221208,0.00002871845,0.00004353179,0.00002509464,0.00003825218,0.00004657386,0.00003557358],"category_scores_gemma":[0.000001092506,0.0001036321,0.00001022942,0.00003465364,0.000008078939,0.00001787456,0.00005437187,0.00002907297,0.000001768193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001501666,"about_ca_system_score_gemma":0.000003167409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007235006,"about_ca_topic_score_gemma":0.000002801153,"domain_scores_codex":[0.9994405,0.0000168251,0.0001455475,0.0001519986,0.0001093438,0.0001357859],"domain_scores_gemma":[0.999797,0.00002919513,0.0000149694,0.0001171306,0.00001010229,0.00003159461],"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":[0.00007126469,0.0002680456,0.00002453345,0.00005276678,0.0000296432,0.000003600066,0.0001155656,0.00009927614,0.9656628,0.03329815,0.00001804866,0.0003563291],"study_design_scores_gemma":[0.001252323,0.0004580331,0.001798348,0.00002052912,0.00001369769,0.000002099694,0.0003981089,0.001079869,0.9925678,0.00222835,0.00002828404,0.0001524907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987785,0.0001555646,0.0001575041,0.000005279583,0.00009799621,0.0004741572,0.00005389454,0.00003031503,0.0002467908],"genre_scores_gemma":[0.9997045,0.00004227358,0.0001096286,0.00000229953,0.00001629072,0.00006948801,0.00001962049,0.00002263091,0.0000132773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0310698,"threshold_uncertainty_score":0.4225993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007209911266733587,"score_gpt":0.2261657975768861,"score_spread":0.2189558863101525,"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."}}