{"id":"W1894124608","doi":"10.1002/cav.1501","title":"Fire pattern analysis and synthesis using EigenFires and motion transitions","year":2013,"lang":"en","type":"article","venue":"Computer Animation and Virtual Worlds","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Animation; Frame (networking); Principal component analysis; Graphics; Artificial intelligence; Computer graphics (images); Motion (physics); Similarity (geometry); Computer graphics; Frame rate; Component (thermodynamics); Sequence (biology); Identification (biology); Computer vision; Pattern recognition (psychology); Image (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002845019,0.000386791,0.0002879282,0.0009256005,0.0002165529,0.0006506485,0.0003513508,0.0003168435,0.002680284],"category_scores_gemma":[0.0007942228,0.0002986726,0.0005319669,0.0004234528,0.0003784715,0.000440431,0.0004161456,0.0004391255,0.000430234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002080719,"about_ca_system_score_gemma":0.0002163633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006368337,"about_ca_topic_score_gemma":0.0007003009,"domain_scores_codex":[0.9998825,0.00002486778,0.000006702883,0.00002561284,0.00004632052,0.00001406237],"domain_scores_gemma":[0.9997433,0.0001115732,0.00003166793,0.00004813243,0.00004637767,0.00001889493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003412413,0.000118508,0.002057359,0.0001951036,0.00005729464,0.0002018103,0.0004373764,0.2967689,0.2354264,0.02974255,0.001618613,0.4330349],"study_design_scores_gemma":[0.00001067527,0.00003468639,0.0006614814,0.000009286788,0.000007495145,0.00010293,0.00002901251,0.9632337,0.02963876,0.00439939,0.001858065,0.00001453026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04291815,0.00004804522,0.954681,0.00003552348,0.00001603281,0.00002713512,0.00003780709,0.0007057601,0.001530614],"genre_scores_gemma":[0.3981203,0.000146298,0.5994469,0.00002316197,0.00001512635,0.00005783866,0.000121398,0.0003140089,0.001754901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002680284,"threshold_uncertainty_score":0.008966386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911344435319269,"score_gpt":0.2654726487527829,"score_spread":0.2463592043995902,"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."}}