{"id":"W2557430421","doi":"10.1139/cjce-28-1-177","title":"A first course in fluid mechanics for civil engineers","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Fluid dynamics and aerodynamics studies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluid mechanics; Mechanics; Engineering; Mechanical engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002984859,0.0002319858,0.0003467499,0.0005029911,0.00005741664,0.00004710291,0.0002470263,0.000101804,0.00004015382],"category_scores_gemma":[0.0001226483,0.0002629999,0.0001389382,0.0003515363,0.0000120062,0.0001549032,0.000008345539,0.0002609226,0.000002820652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004022423,"about_ca_system_score_gemma":0.0001680109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001944293,"about_ca_topic_score_gemma":0.3923456,"domain_scores_codex":[0.9987474,0.000003781613,0.0004371922,0.0001111268,0.000122033,0.0005784738],"domain_scores_gemma":[0.9992172,0.0000861736,0.00004133636,0.000147561,0.0001092207,0.0003985489],"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":[0.000002929271,0.000005410019,0.0002641992,0.00008196029,0.0000753585,0.0001321148,0.0002888712,0.9950708,0.0003781742,0.001999709,0.001599214,0.0001012447],"study_design_scores_gemma":[0.0005420797,0.00004439305,0.001006544,0.0002080285,0.00002777661,0.0001216447,0.00008869717,0.9784023,0.00001046569,0.000223016,0.01904265,0.0002824239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2283759,0.01752099,0.7411837,0.001112151,0.007547989,0.000732139,0.0001663606,0.000226747,0.003134048],"genre_scores_gemma":[0.998312,0.0005600217,0.0007823739,0.00002255928,0.0001921844,0.000012452,0.000003633658,0.00007781958,0.00003694972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7699361,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005423553349565037,"score_gpt":0.1720021057612831,"score_spread":0.1665785524117181,"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."}}