{"id":"W272933778","doi":"10.21236/ada413863","title":"Vented Fixture Modeling","year":2003,"lang":"en","type":"report","venue":"","topic":"Energetic Materials and Combustion","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fixture; Computer science; Engineering drawing; Engineering; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007160765,0.0001478682,0.0001865886,0.00003964935,0.00001481733,0.00002279842,0.00005428946,0.0002502268,0.001046855],"category_scores_gemma":[0.00001268278,0.0001321149,0.00005412909,0.00003690593,0.000002138092,0.00001566949,0.000008247821,0.0001287086,0.00003182655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000765143,"about_ca_system_score_gemma":0.00004526166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003520253,"about_ca_topic_score_gemma":0.00000678714,"domain_scores_codex":[0.9993715,0.000006324632,0.0001882186,0.0001046549,0.0002029479,0.0001263665],"domain_scores_gemma":[0.999719,0.000002438794,0.00001629327,0.0001625414,0.00006904532,0.00003070688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001011137,0.000008678458,0.000002739548,0.0006936251,0.00007199883,0.0000118852,0.000009168526,0.827179,0.0009203274,0.0002880359,0.1675336,0.003279955],"study_design_scores_gemma":[0.0001134732,0.000009896546,0.000003019418,0.0002625628,0.00007260996,0.00004276613,0.00000879556,0.3660857,0.003377656,0.0004523447,0.6290255,0.0005457336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004593048,0.002846367,0.05603511,0.00001086086,0.006470808,0.0001017768,0.00001300942,0.0006184455,0.9293106],"genre_scores_gemma":[0.7878909,0.04193176,0.01134838,0.0001408896,0.003502592,0.0001397933,0.001121832,0.0005930144,0.1533309],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7832978,"threshold_uncertainty_score":0.9998663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458749080124957,"score_gpt":0.227871964672,"score_spread":0.2032844738707505,"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."}}