{"id":"W3132116132","doi":"10.1134/s0010508221010044","title":"Numerical Study of Homogenous Nucleation of Boron Oxide Vapor in Laval Nozzles","year":2021,"lang":"en","type":"article","venue":"Combustion Explosion and Shock Waves","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleation; Boron oxide; Boron; Homogeneous; Nozzle; Condensation; Oxide; Materials science; Water vapor; Cloud condensation nuclei; Thermodynamics; Chemistry; Metallurgy; Physics; Aerosol","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":[0.0001200731,0.00008064421,0.0001915216,0.0001035537,0.00006502431,0.00001662492,0.0000560796,0.00003978231,0.0004638973],"category_scores_gemma":[0.0000890415,0.00007462416,0.00002949246,0.0002814837,0.00004349964,0.0002154468,0.00001331411,0.00007984048,0.00001491813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005734492,"about_ca_system_score_gemma":0.00002735183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000682437,"about_ca_topic_score_gemma":0.0009677422,"domain_scores_codex":[0.9989974,0.0001488115,0.0003643149,0.0001778844,0.0002061962,0.0001053819],"domain_scores_gemma":[0.9994528,0.0001411013,0.0001119877,0.0001361217,0.0001008518,0.00005718151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001714398,0.0009262559,0.8977011,0.00003712348,0.00001937458,0.0000188586,0.004691196,0.02647179,0.05448988,0.0000594074,0.0001115086,0.01530201],"study_design_scores_gemma":[0.0006599408,0.0003354831,0.9322691,0.00004476347,0.00001827928,0.00001266432,0.01094899,0.01370412,0.04169461,0.0001220333,0.00009216347,0.00009783049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991052,0.0002077281,0.00009937191,0.0001366621,0.0001053679,0.0001344783,0.00001272112,0.00001708875,0.0001813583],"genre_scores_gemma":[0.9994529,0.00009739464,0.0003313332,0.00002363332,0.000008602618,9.527051e-7,0.00002646465,0.000003544364,0.00005518449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03456796,"threshold_uncertainty_score":0.507935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308765832693066,"score_gpt":0.2456174768086732,"score_spread":0.2225298184817426,"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."}}