{"id":"W2963242131","doi":"10.1103/physreve.96.013107","title":"Front roughening of flames in discrete media","year":2017,"lang":"en","type":"article","venue":"Physical review. E","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Space Agency; Foundation for Angelman Syndrome Therapeutics","keywords":"Thermodynamics; Combustion; Mechanics; Ignition system; Adiabatic process; Exponent; Materials science; Physics; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00009855865,0.00007499717,0.0002514294,0.00001396243,0.00001890988,0.00000987211,0.0001748842,0.00001324529,0.00001909373],"category_scores_gemma":[0.0001775084,0.00006511666,0.00007435259,0.00002465212,0.00002974953,0.00008369338,0.00004190794,0.0001087901,0.00004094511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001885269,"about_ca_system_score_gemma":0.000003662483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001163816,"about_ca_topic_score_gemma":0.0000495718,"domain_scores_codex":[0.9995584,0.000008573606,0.0001600777,0.00007370405,0.00008867626,0.0001104973],"domain_scores_gemma":[0.9995677,0.0000514655,0.00004512917,0.0002870755,0.0000116573,0.00003701002],"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":[0.00003591823,0.0002576732,0.0235462,0.008912999,0.0001437831,0.0000490092,0.003109689,0.007062209,0.0218482,0.07305396,0.004928234,0.8570521],"study_design_scores_gemma":[0.0009729657,0.0000463985,0.3402731,0.007967643,0.0001294973,0.000002320527,0.00006088096,0.6099041,0.003490527,0.01542214,0.02089319,0.0008372646],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606165,0.01061706,0.007038767,0.0003813656,0.00047322,0.0002921663,0.00001453567,0.0001124992,0.02045387],"genre_scores_gemma":[0.9958101,0.003835134,0.0002123394,0.00001638394,0.00007753239,0.000005489634,0.000004443974,0.0000108639,0.00002769256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8562149,"threshold_uncertainty_score":0.265538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262374551704088,"score_gpt":0.301278395516743,"score_spread":0.2886546499997021,"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."}}