{"id":"W2033378959","doi":"10.1016/j.ijheatmasstransfer.2013.04.026","title":"Non-dimensional parameters for static instability in supercritical heated channels","year":2013,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Instability; Supercritical fluid; Mechanics; Flow (mathematics); Supercritical flow; Materials science; Inlet; Static pressure; Thermodynamics; Physics; Mechanical engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002170267,0.0001422072,0.0002733466,0.0001715045,0.00001917427,0.00006030876,0.000128799,0.00008531014,0.0001367649],"category_scores_gemma":[0.00003310008,0.0001204973,0.0001150432,0.00005684959,0.00007155514,0.0003855902,0.000003994898,0.0002246678,0.000004212607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006815157,"about_ca_system_score_gemma":0.00003202526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004785507,"about_ca_topic_score_gemma":0.0000108757,"domain_scores_codex":[0.998822,0.00002331779,0.0005189682,0.0001133314,0.000271982,0.000250387],"domain_scores_gemma":[0.9992523,0.0002491779,3.120567e-7,0.00005052445,0.0002664078,0.0001812442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006500797,0.0006125921,0.01174557,0.0005128135,0.0005990942,0.0001951981,0.002310987,0.01002725,0.9610036,0.005942208,0.001190534,0.005210047],"study_design_scores_gemma":[0.02569465,0.002614443,0.05237849,0.001441457,0.0002701747,0.0008476665,0.001462776,0.4125917,0.4452313,0.05329235,0.002074201,0.002100711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394534,0.0001272897,0.05722123,0.002121791,0.0007008305,0.0002240324,0.0000309024,0.00001472825,0.0001057542],"genre_scores_gemma":[0.9985432,0.00008248942,0.000918102,0.000322137,0.00007923065,0.00002642203,0.000008036256,0.00001845086,0.000001915544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5157723,"threshold_uncertainty_score":0.4913739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319491874075818,"score_gpt":0.2456193863881968,"score_spread":0.2324244676474386,"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."}}