{"id":"W2016413710","doi":"10.1063/1.1689972","title":"Effect of substrate movement on shock formation in pressure-driven coating flow","year":2004,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Inertia; Mechanics; Physics; Shock (circulatory); Substrate (aquarium); Flow (mathematics); Shock wave; Newtonian fluid; Movement (music); Classical mechanics; Geology; Acoustics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001049026,0.0001030713,0.0001791509,0.0000392546,0.00001162915,0.000006110872,0.00008568748,0.00003451087,0.000002504878],"category_scores_gemma":[0.000007018735,0.000100559,0.00005113576,0.0001080426,0.00001265307,0.000122144,0.00001465267,0.00008501545,0.000003653626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000354173,"about_ca_system_score_gemma":0.000005045047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003554064,"about_ca_topic_score_gemma":0.000009260854,"domain_scores_codex":[0.9994258,0.00001298176,0.0002219702,0.00007074154,0.000149349,0.0001192121],"domain_scores_gemma":[0.9997538,0.00003384815,0.00003052741,0.0001411814,0.00002179801,0.00001886146],"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":[0.00001209481,0.00002940813,0.0001771021,0.0003015886,0.00001879018,5.795492e-7,0.0003364758,0.7786372,0.2132664,0.005315749,0.000008323049,0.001896313],"study_design_scores_gemma":[0.0004683621,0.0001567401,0.0003845674,0.0001054725,0.00000902102,8.334518e-8,0.000004083101,0.5680488,0.4295034,0.001258753,0.000002137062,0.00005851771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878783,0.00006166037,0.01048433,0.000004881418,0.0001034242,0.0001777638,0.00002056244,0.00003274139,0.001236337],"genre_scores_gemma":[0.9992542,0.00001559364,0.0006519309,0.000005386136,0.00002378965,0.0000112497,0.00001899755,0.000015783,0.000003071077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.216237,"threshold_uncertainty_score":0.4100676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005771811302844759,"score_gpt":0.2087813327482679,"score_spread":0.2030095214454231,"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."}}