{"id":"W4362513637","doi":"10.1063/5.0136385.1","title":"10.1063/5.0136385.1","year":2023,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Intermittency; Physics; Combustor; Instability; Turbulence; Statistical physics; Amplitude; Thermoacoustics; Bifurcation; Nonlinear system; Mechanics; Control theory (sociology); Combustion; Computer science; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008929973,0.0005805198,0.0005152802,0.0003760367,0.00006683887,0.000480323,0.0005702546,0.0004944928,0.0006527363],"category_scores_gemma":[0.0001439381,0.000620739,0.0002989994,0.0005814292,0.00006228325,0.0003110119,0.0002006168,0.0006644531,0.08206593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867868,"about_ca_system_score_gemma":0.00002813097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004297931,"about_ca_topic_score_gemma":0.0001755422,"domain_scores_codex":[0.9980717,0.00001344667,0.0004727174,0.0004390104,0.000430612,0.0005724966],"domain_scores_gemma":[0.9987149,0.0001573196,0.00006986163,0.0008097572,0.00004918164,0.000198962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001011016,0.00003521891,0.00000107137,0.0002250199,0.0001040429,0.0001218585,0.000006634291,0.0008594313,0.000001201734,0.00001164278,0.9903344,0.00828936],"study_design_scores_gemma":[0.0002580615,0.00006398166,0.00003822883,0.00009532959,0.00004411915,0.00002750265,0.00001777973,0.005074743,8.537344e-7,0.00007490513,0.9936042,0.0007002351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005919932,0.0001376127,0.0001358132,0.00001015854,0.001575704,0.000240287,0.9850466,0.001606002,0.01118859],"genre_scores_gemma":[0.0003237984,0.0001708704,0.00001262446,0.00004133615,0.0004044848,0.00005456234,0.9897277,0.0001594536,0.009105106],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08141319,"threshold_uncertainty_score":0.9996244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007248137221518128,"score_gpt":0.208576600752179,"score_spread":0.2013284635306609,"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."}}