{"id":"W35275083","doi":"10.2196/29196","title":"Turbojet Analytical Model Development and Validation","year":2012,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Minority Health and Health Disparities","keywords":"Turbojet; Engineering; Nozzle; Thrust; Thrust vectoring; Aerospace engineering; Automotive engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00159913,0.00009599053,0.0001247259,0.000308438,0.000189726,0.00007563456,0.0001187689,0.00008109956,0.00006376912],"category_scores_gemma":[0.00002932641,0.0000769075,0.00001929331,0.0003409786,0.00005491238,0.0005799631,0.0001226018,0.0003916301,0.0003878141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365363,"about_ca_system_score_gemma":0.00003731481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002152331,"about_ca_topic_score_gemma":6.566734e-7,"domain_scores_codex":[0.9982635,0.0001158561,0.0002140879,0.00009091072,0.0007169642,0.0005986253],"domain_scores_gemma":[0.9993564,0.0001046887,0.0000100532,0.0001348591,0.0001393959,0.0002545284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001000115,0.0002558566,0.0104606,0.001491846,0.0001973433,0.00000502985,0.1266674,0.001119444,0.003863457,0.003343724,0.0728333,0.779662],"study_design_scores_gemma":[0.0008820454,0.0001145513,0.01776229,0.000147194,0.00000427,0.00002538657,0.003793489,0.7621142,0.1324154,0.0007584099,0.08138396,0.0005988653],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974738,0.000253602,0.002303533,0.00005043687,0.00005198018,0.0002871491,0.000003575077,0.00007183789,0.02223986],"genre_scores_gemma":[0.9985322,0.00003648134,0.0004701788,0.000003339895,0.00006880325,0.0001402895,0.0000126554,0.00001678873,0.0007192509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7790631,"threshold_uncertainty_score":0.4984695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1316111699990628,"score_gpt":0.4130965629192617,"score_spread":0.2814853929201989,"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."}}