{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004826586,0.0001781767,0.0003073552,0.002852981,0.00008184578,0.0001177567,0.001136811,0.0004457355,0.0004312059],"category_scores_gemma":[0.0003766247,0.0001706318,0.00005044868,0.001369352,0.0005028089,0.0004399838,0.0001681539,0.0006080029,0.002894541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700291,"about_ca_system_score_gemma":0.0002477237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004199983,"about_ca_topic_score_gemma":0.000002681501,"domain_scores_codex":[0.9981861,0.000007343266,0.0005445782,0.0002067229,0.0008110253,0.0002442428],"domain_scores_gemma":[0.9975737,0.00003376971,0.0004054242,0.0001780019,0.001758738,0.00005033008],"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":[0.000007957581,0.00002770759,0.0003234388,0.00003014845,0.000187252,0.00005833579,0.0001497228,0.0007704,0.009769428,0.002772691,0.8721141,0.1137889],"study_design_scores_gemma":[0.0004312018,0.000140831,0.0004071634,0.000150843,0.00002600388,0.0002807513,0.0002997905,0.001933254,0.01380461,0.003554858,0.9786685,0.0003021979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2295235,0.02923042,0.1112987,0.2428918,0.2186163,0.001909498,0.0007922097,0.004797049,0.1609405],"genre_scores_gemma":[0.9249938,0.01194372,0.001433149,0.0003678859,0.001445435,0.00002231588,0.00004103702,0.00009491773,0.05965773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6954703,"threshold_uncertainty_score":0.9978818,"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."}}