{"id":"W4392055417","doi":"10.1017/9789048560028.026","title":"Gordon Pirie. Air Empire: British Imperial Civil Aviation 1919–1939","year":2023,"lang":"en","type":"other","venue":"","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empire; Civil aviation; Aviation; Imperial unit system; Ancient history; History; Aeronautics; Art; Engineering; Aerospace 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004787568,0.0004517576,0.0003128463,0.0009153167,0.008832473,0.003264003,0.0004682984,0.002979248,0.03313105],"category_scores_gemma":[0.001281892,0.0004277603,0.0001647551,0.001341424,0.003418359,0.002264014,0.001762136,0.004446104,0.008299816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01213336,"about_ca_system_score_gemma":0.003233305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2642304,"about_ca_topic_score_gemma":0.588706,"domain_scores_codex":[0.9994707,0.0001056763,0.00002699846,0.0001029989,0.0001475857,0.0001459687],"domain_scores_gemma":[0.9996327,0.00008597293,0.00003397221,0.00001687955,0.0000963336,0.0001341389],"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":[0.0001012823,0.00002750901,0.001452841,0.0003003252,0.00001211108,0.000931955,0.01353476,0.0001001573,0.0003172159,0.0580677,0.8851239,0.04003022],"study_design_scores_gemma":[0.000001733207,0.000003870224,0.001054591,0.00008227627,8.298319e-7,0.00007367373,0.001010866,0.000007090524,0.00002903696,0.0004738051,0.9972574,0.000004840415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01915185,0.2213894,0.0003249435,0.1974162,0.02565538,0.00004815091,0.000663378,0.00007229321,0.5352784],"genre_scores_gemma":[0.1075452,0.04398248,0.0002022785,0.01862138,0.003689838,0.00002287666,0.0001490314,0.0001016849,0.8256853],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2642304,"threshold_uncertainty_score":0.5253848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691390026737388,"score_gpt":0.21115746705751,"score_spread":0.1942435667901361,"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."}}