{"id":"W4399224796","doi":"10.5040/9798400651977","title":"Flying for Her Country","year":2007,"lang":"en","type":"book","venue":"Praeger eBooks","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World War II; Patriotism; Active duty; Artillery; Aeronautics; Aviation; Military aviation; Duty; Engineering; Front (military); Military service; Adventure; History; Military personnel; Political science; Law; Politics; Art history; Archaeology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006574144,0.0004077042,0.0008451114,0.0003399948,0.0002965415,0.00005494589,0.0002781039,0.0004456331,0.0001374087],"category_scores_gemma":[0.00008731653,0.0004836729,0.0003300765,0.00002762912,0.000155281,0.00004845564,0.0000913634,0.0003350401,0.001082234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002381338,"about_ca_system_score_gemma":0.0000908772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001611584,"about_ca_topic_score_gemma":0.0001888605,"domain_scores_codex":[0.9979382,0.000005863657,0.0008051961,0.0006145017,0.0000561974,0.0005800807],"domain_scores_gemma":[0.998696,0.0002355803,0.0004149777,0.0004910753,0.00006307727,0.00009929328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003894526,0.00001764989,0.0003369133,0.000358478,0.0003449216,0.000007036952,0.001331507,6.89951e-7,5.195023e-7,0.5881857,0.4054208,0.003956956],"study_design_scores_gemma":[0.0003389836,0.00004574382,0.00009891349,0.00005187701,0.00002819058,0.000003343112,0.00002483527,0.00001245685,0.000003032132,0.1758044,0.8231313,0.0004569487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000511777,0.01447473,0.0006410928,0.0001101984,0.001465298,0.0006461805,0.001195429,0.00008573581,0.9813302],"genre_scores_gemma":[0.0009998118,0.0001755207,0.0004611707,0.002412801,0.001791109,0.0001247353,0.0001076066,0.0001405072,0.9937868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4177105,"threshold_uncertainty_score":0.9997615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06575140530346103,"score_gpt":0.2610879917562961,"score_spread":0.1953365864528351,"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."}}