{"id":"W107069608","doi":"10.22215/etd/2007-06692","title":"Transition in separation bubbles: physical mechanisms and passive control techniques","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transition (genetics); Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000278964,0.0002267621,0.0002206659,0.0003029491,0.0003204868,0.0007474006,0.0007072813,0.0004754093,0.002601636],"category_scores_gemma":[0.0007700389,0.0002183053,0.0002090742,0.0001198283,0.0006704262,0.001446453,0.0006464247,0.0005545719,0.0003382408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002616275,"about_ca_system_score_gemma":0.0001292391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002281085,"about_ca_topic_score_gemma":0.0001946525,"domain_scores_codex":[0.9998667,0.0000179442,0.000005914775,0.00003981065,0.0000520221,0.0000176298],"domain_scores_gemma":[0.9997829,0.00011297,0.00003111811,0.00002874359,0.00002631604,0.00001803575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000375219,0.0002013531,0.0003559437,0.0002889418,0.00001177778,0.0001260058,0.0002484032,0.006892017,0.8567461,0.05845921,0.001135607,0.07515948],"study_design_scores_gemma":[0.0001152589,0.0003559799,0.0007178781,0.00003248777,0.00002068608,0.0002162824,0.00008048672,0.1989624,0.7677286,0.01836704,0.01337093,0.00003196641],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3306357,0.004955199,0.6465961,0.001407428,0.000508048,0.0001565306,0.0000871077,0.0009930246,0.01466089],"genre_scores_gemma":[0.9571605,0.001253235,0.02997817,0.0001321434,0.00007794872,0.00007328675,0.00004685488,0.00007196088,0.01120605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002601636,"threshold_uncertainty_score":0.008703291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002454219588880352,"score_gpt":0.2438924921902744,"score_spread":0.241438272601394,"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."}}