{"id":"W4390231457","doi":"10.23890/ijast.vm04is02","title":"Volume 04 Issue 02","year":2023,"lang":"en","type":"paratext","venue":"International Journal of Aviation Science and Technology","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Civil Aviation Organization; University of Victoria","funders":"","keywords":"Volume (thermodynamics); Environmental science; Physics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002081469,0.001083652,0.0008741528,0.00306344,0.0021936,0.01152181,0.002113318,0.002762527,0.6266074],"category_scores_gemma":[0.005805052,0.0003972943,0.001035063,0.002772903,0.001095445,0.004067966,0.00299858,0.002460618,0.5061829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208485,"about_ca_system_score_gemma":0.002739568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129847,"about_ca_topic_score_gemma":0.001881696,"domain_scores_codex":[0.9980797,0.0003050481,0.0001116828,0.0003119488,0.0009511115,0.0002404714],"domain_scores_gemma":[0.9961086,0.0003645876,0.0001334977,0.0007612265,0.001589187,0.001042985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008727459,0.0001520726,0.0007365019,0.00044704,0.00002048982,0.0002754141,0.0001339925,0.0001449029,0.001096496,0.01170447,0.8244646,0.1607368],"study_design_scores_gemma":[0.000007088214,0.0000266208,0.0004268066,0.0001027462,0.000005271947,0.0001895571,0.00008379942,0.00007911552,0.0002254049,0.00130271,0.9975441,0.00000677519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002230358,0.005202724,0.003508186,0.009046586,0.05510532,0.0002613993,0.001853149,0.001989353,0.920803],"genre_scores_gemma":[0.007270545,0.003693969,0.001491541,0.003741903,0.007780208,0.00009051584,0.002723515,0.0008132032,0.9723946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3733926,"threshold_uncertainty_score":0.5325993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007671817146080537,"score_gpt":0.2687969124720922,"score_spread":0.2611250953260116,"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."}}