{"id":"W2734788002","doi":"","title":"\"Development and Validation of a New Pulsed Supersonic Laval Nozzle Apparatus for the Kinetic Study of Neutral-Neutral Reactions\"","year":2012,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Kinetic energy; Nozzle; Supersonic speed; Materials science; Aerospace engineering; Nuclear engineering; Mechanics; Engineering; Physics; Classical mechanics","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":[0.003841472,0.0002483296,0.0004117205,0.0001214404,0.0001842768,0.000080446,0.0005640276,0.0001614303,0.00001947393],"category_scores_gemma":[0.0006235231,0.000212059,0.00012871,0.0001629678,0.0001208572,0.00005416255,0.0004385445,0.0003109555,0.000001043905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000507917,"about_ca_system_score_gemma":0.0002288946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039478,"about_ca_topic_score_gemma":0.001300374,"domain_scores_codex":[0.997313,0.001126332,0.0007129185,0.0003673937,0.000232406,0.0002480149],"domain_scores_gemma":[0.9952139,0.002022216,0.0006686884,0.00122467,0.0007668647,0.0001036464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002465022,0.008606974,0.004292971,0.002926586,0.001248977,0.00000131258,0.2967688,0.001169069,0.02263046,0.6270808,0.000894936,0.03413263],"study_design_scores_gemma":[0.01265156,0.0000285801,0.05491957,0.006441438,0.003087823,0.00005232651,0.01999812,0.0472196,0.6359952,0.2025565,0.01426885,0.002780388],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687255,0.0003916095,0.02735527,0.0007103333,0.0001815211,0.001437466,0.00002682552,0.00004174986,0.001129731],"genre_scores_gemma":[0.9618326,0.0001180229,0.03532979,0.000005285299,0.00002083838,0.0001218703,0.00007406755,0.00003661448,0.00246095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6133648,"threshold_uncertainty_score":0.8647514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03924657326616743,"score_gpt":0.274199484669797,"score_spread":0.2349529114036296,"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."}}