{"id":"W31334015","doi":"10.1007/978-3-0348-7982-8_5","title":"Bistability of Vortex Modes in Annular Thermoconvection","year":2003,"lang":"en","type":"book-chapter","venue":"Birkhäuser Basel eBooks","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Annulus (botany); Vortex; Prandtl number; Bifurcation; Physics; Center manifold; Bistability; Slow manifold; Classical mechanics; Steady state (chemistry); Mathematical analysis; Bifurcation theory; Mechanics; Mathematics; Hopf bifurcation; Convection; Nonlinear system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004927192,0.0002840011,0.0003562022,0.0002989735,0.00004136123,0.00004979295,0.0004706972,0.0002766631,0.00004059593],"category_scores_gemma":[0.000009176315,0.000277791,0.0001540655,0.00003716841,0.00006940691,0.0001642003,0.0001084459,0.0002881561,0.00002642208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009318924,"about_ca_system_score_gemma":0.0001065261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009468915,"about_ca_topic_score_gemma":0.0001776244,"domain_scores_codex":[0.9984303,0.0000557644,0.000567466,0.0004291269,0.000311823,0.0002055336],"domain_scores_gemma":[0.9985955,0.00004403074,0.0003184166,0.0008425667,0.000137828,0.00006164536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003386998,0.0001078764,0.001240509,0.0004503666,0.00007834566,0.00002900412,0.001155647,0.0001860116,0.0009877824,0.936244,0.000114981,0.05937158],"study_design_scores_gemma":[0.002457796,0.0005307494,0.005134724,0.001165212,0.000105405,0.00006229752,0.00004589405,0.3252957,0.007125443,0.548323,0.1068333,0.002920482],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01680542,0.0001991029,0.1551953,0.0001109666,0.0006254294,0.001046854,0.0001129411,0.0001832849,0.8257207],"genre_scores_gemma":[0.8045615,0.00008326629,0.01493046,0.0008751149,0.000170536,0.00005963464,0.0001035973,0.0001752483,0.1790406],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7877561,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630130154334012,"score_gpt":0.2106020898761664,"score_spread":0.1943007883328263,"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."}}