{"id":"W1531705428","doi":"","title":"Analytical investigation of simultaneous effects of friction and heating to a supersonic nucleating Laval nozzle","year":2014,"lang":"en","type":"article","venue":"Scientia Iranica","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mechanics; Supersonic speed; Nozzle; Condensation; Heat transfer; Materials science; Choked flow; Shock (circulatory); Turbine; Supercritical fluid; Thermodynamics; Flow (mathematics); Nucleation; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003274533,0.00006829051,0.0001383943,0.0001114056,0.0001193503,0.00003286807,0.00008482218,0.00003121593,0.0001481163],"category_scores_gemma":[0.0006711743,0.0000633021,0.0000334521,0.0004531077,0.0001224004,0.0001748514,0.00001435533,0.00006182271,0.00004418682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004744575,"about_ca_system_score_gemma":0.00001959768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007213442,"about_ca_topic_score_gemma":0.0003791978,"domain_scores_codex":[0.9990727,0.0000918568,0.0002483041,0.0001977667,0.0002378394,0.0001515629],"domain_scores_gemma":[0.9988755,0.0007104314,0.00008649271,0.000126586,0.00007899499,0.0001219843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006877275,0.00004058663,0.538632,0.0001686051,0.00002881359,0.000002123616,0.004861704,0.03400645,0.3934501,0.0005720633,0.0001627007,0.02800608],"study_design_scores_gemma":[0.0003278606,0.0004407669,0.2092035,0.0001085131,0.00004464581,0.000007596431,0.0004214444,0.7227833,0.06611326,0.0002098126,0.0002158394,0.000123427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985181,0.00002140216,0.0004835394,0.0001605991,0.0001727369,0.0001346649,0.000006592034,0.00002359376,0.0004787475],"genre_scores_gemma":[0.995389,0.000001640407,0.004488851,0.00006301913,0.00001964524,3.649913e-7,0.00000399952,0.000003053617,0.0000303885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6887769,"threshold_uncertainty_score":0.2581385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00829942645295895,"score_gpt":0.2187625483852648,"score_spread":0.2104631219323058,"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."}}