{"id":"W2268071664","doi":"","title":"Flame Patterns Produced by the Sound Analyser","year":2008,"lang":"en","type":"article","venue":"","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Analyser; Sound (geography); Component (thermodynamics); Acoustics; Physics; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002133173,0.0005401892,0.0001910212,0.001246592,0.0007956928,0.0008689869,0.0004488905,0.0004989131,0.03040271],"category_scores_gemma":[0.001049548,0.000296583,0.0003580594,0.0006286587,0.0006198313,0.000472421,0.00058136,0.0008692896,0.006048322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004579654,"about_ca_system_score_gemma":0.0004030318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004943612,"about_ca_topic_score_gemma":0.004513693,"domain_scores_codex":[0.9997607,0.0000114949,0.00000682675,0.00004938739,0.0001383882,0.00003330884],"domain_scores_gemma":[0.9996259,0.00008342346,0.00002283722,0.00005191789,0.0001759451,0.00003995105],"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":[0.001582712,0.00004623547,0.002738402,0.0002842935,0.00003285337,0.001947241,0.002478872,0.006447953,0.5773711,0.04567688,0.04327857,0.3181148],"study_design_scores_gemma":[0.0002794467,0.0006296936,0.02868495,0.0002632072,0.0001117104,0.003373211,0.00150466,0.04885941,0.6255521,0.02605432,0.264428,0.0002594416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2278215,0.0006303529,0.4639714,0.0007742426,0.001777497,0.0004677952,0.006813768,0.01051459,0.2872289],"genre_scores_gemma":[0.6369506,0.0005662416,0.195692,0.0003040706,0.0001104763,0.0002169403,0.002251997,0.002805643,0.1611021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03040271,"threshold_uncertainty_score":0.1017072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676200211615609,"score_gpt":0.2288415075159402,"score_spread":0.2120795053997841,"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."}}