{"id":"W2085506696","doi":"10.4028/www.scientific.net/amr.925.185","title":"Nucleation and Condensation Modeling of Metal Vapor in Laval Nozzle","year":2014,"lang":"en","type":"article","venue":"Advanced materials research","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Teknologi Petronas","keywords":"Nucleation; Nozzle; Mercury (programming language); Condensation; Rankine cycle; Materials science; Steam turbine; Turbine; Thermodynamics; Mechanics; Physics; Computer science","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":[0.0009792458,0.00005023624,0.000120504,0.0001506548,0.00006550986,0.00003730592,0.00006424369,0.00003205578,0.0007372797],"category_scores_gemma":[0.0002913637,0.00004680423,0.000008831315,0.0001703958,0.00007033713,0.0003838443,0.0000129221,0.00006823492,0.0000814553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006381308,"about_ca_system_score_gemma":0.00001584965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391093,"about_ca_topic_score_gemma":0.0009322002,"domain_scores_codex":[0.9989637,0.0002259556,0.0002385122,0.000152857,0.0002436082,0.0001753727],"domain_scores_gemma":[0.9994763,0.0002195265,0.00004363396,0.0001035916,0.0001157868,0.00004120578],"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":[0.0001446081,0.0000149793,0.006440321,0.00002355731,0.000003500795,7.357995e-7,0.0002812843,0.04575992,0.938257,0.0005415131,0.000004973908,0.008527549],"study_design_scores_gemma":[0.0009356024,0.0002737946,0.079445,0.00005931647,0.000005512323,0.000006337578,0.0009007161,0.3471034,0.5614838,0.009195198,0.0004299337,0.0001613256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985335,0.00002984861,0.0001889522,0.0001303646,0.0001114632,0.0001517279,0.00001849211,0.00001333444,0.0008222528],"genre_scores_gemma":[0.998404,0.00003903066,0.001451168,0.00001007358,0.0000202367,0.000002168082,0.00002126335,0.000003562452,0.00004851555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3767732,"threshold_uncertainty_score":0.8072695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05515566607812201,"score_gpt":0.3360226639743853,"score_spread":0.2808669978962633,"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."}}