{"id":"W7040542564","doi":"","title":"Andrew A. Dallas","year":2021,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crew; Active duty; Interim; Quarter (Canadian coin); Duty; Spear; Military Base","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":["insufficient_payload"],"category_scores_codex":[0.0003582007,0.0001480524,0.000192576,0.0001851915,0.0008528907,0.0004654513,0.0005361348,0.0001903587,0.001575367],"category_scores_gemma":[0.0005758373,0.0001864192,0.0001283946,0.001229207,0.0003139041,0.001371822,0.0002142558,0.00052483,0.0007799363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003275897,"about_ca_system_score_gemma":0.0007396177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003602557,"about_ca_topic_score_gemma":0.001176853,"domain_scores_codex":[0.9982952,0.0002926733,0.0001363707,0.0003445775,0.0004425419,0.000488593],"domain_scores_gemma":[0.9985569,0.0002018761,0.0000376272,0.000375966,0.000302672,0.0005249781],"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":[0.00002065785,0.0002780453,0.003247701,0.00001049437,0.00006358504,0.0003061571,0.001723486,0.00003479754,0.0002211695,0.9792309,0.009254215,0.005608741],"study_design_scores_gemma":[0.0004781925,0.00002453189,0.005177634,0.0000224418,0.0000479929,0.000005060163,0.005676434,0.00002504379,0.0001354288,0.0006873838,0.9874747,0.0002451474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.166712,0.0003312488,0.001058141,0.01215788,0.001395325,0.0001490504,0.00002473728,0.000387694,0.8177839],"genre_scores_gemma":[0.9005268,0.0001571736,0.001455554,0.0003639317,0.000191848,6.880928e-7,0.0000226964,0.00001758035,0.09726379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9785436,"threshold_uncertainty_score":0.9999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03337474243794167,"score_gpt":0.2544133051968894,"score_spread":0.2210385627589477,"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."}}