{"id":"W2990742996","doi":"10.1017/jfm.2019.876","title":"Material spike formation in highly unsteady separated flows","year":2019,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Spike (software development); Mechanics; Materials science; Computer science; Physics","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":[0.0002102302,0.0003408247,0.0003052604,0.000625013,0.0004485973,0.0008279158,0.0004894385,0.0005817708,0.000799712],"category_scores_gemma":[0.0009646082,0.0002026677,0.0003599893,0.0001896404,0.001084678,0.0006516295,0.001000733,0.0006265318,0.00009790539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005855703,"about_ca_system_score_gemma":0.0002433087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007256323,"about_ca_topic_score_gemma":0.0003590326,"domain_scores_codex":[0.9998606,0.00002258791,0.000005953249,0.00002283139,0.00004936045,0.00003863535],"domain_scores_gemma":[0.9996657,0.00008992928,0.00008997303,0.00003681381,0.00004562943,0.000071947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004195314,0.0002058418,0.01117752,0.0001306993,0.00008789793,0.003579269,0.0009355719,0.4247452,0.2765576,0.2548403,0.001335543,0.02598497],"study_design_scores_gemma":[0.00001634732,0.00007601241,0.002562545,0.000005786931,0.000006066607,0.0002189967,0.00007266046,0.9555686,0.01846314,0.02243552,0.0005462621,0.00002820757],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8563927,0.000159711,0.1376599,0.0001286954,0.00006145148,0.0000389813,0.0000402659,0.000284165,0.005234139],"genre_scores_gemma":[0.9922144,0.00004738763,0.006945677,0.00001980992,0.00001500326,0.00001089684,0.0000328542,0.00002071208,0.0006931919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008279158,"threshold_uncertainty_score":0.004248619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007052630957599003,"score_gpt":0.2099491199964509,"score_spread":0.2028964890388519,"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."}}