{"id":"W196001208","doi":"10.1023/a:1021481317973","title":"Simulation of a Flow of Spontaneously Condensing Moist Steam in Laval Nozzles","year":2002,"lang":"en","type":"article","venue":"High Temperature","topic":"Crystallization and Solubility Studies","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":[0.0001320557,0.00008517301,0.0002279883,0.000058103,0.00004456371,0.00001725964,0.00006766259,0.00007808637,0.0004217947],"category_scores_gemma":[0.0001710917,0.00007489305,0.00003238627,0.0001604326,0.00008375432,0.00007306792,0.00002624574,0.00006252482,0.00000587257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002497296,"about_ca_system_score_gemma":0.00001134869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007322625,"about_ca_topic_score_gemma":0.0004895344,"domain_scores_codex":[0.9992183,0.00006080623,0.0002768533,0.0001537155,0.0001861807,0.0001041004],"domain_scores_gemma":[0.999485,0.0001212209,0.00008331079,0.0001521889,0.0001382707,0.00001998452],"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":[0.00005244702,0.0001412097,0.001124307,0.000113377,0.000006155246,0.00002278055,0.004071718,0.1366926,0.8569272,0.0004569335,0.0002741157,0.0001171362],"study_design_scores_gemma":[0.005559802,0.0006824224,0.0486282,0.001051266,0.00009666083,0.0000732945,0.005635956,0.2201439,0.7105223,0.0009609174,0.005321995,0.00132332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990813,0.000254056,0.00003162719,0.000111508,0.0001384665,0.0001212004,0.00003783876,0.00002407191,0.0001999201],"genre_scores_gemma":[0.9990193,0.00002036104,0.0005026475,0.00003940017,0.00002690846,0.000001303906,0.000007629215,0.000006837811,0.0003756194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1464049,"threshold_uncertainty_score":0.4618356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445196002837063,"score_gpt":0.234114424710534,"score_spread":0.2196624646821633,"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."}}