{"id":"W1778830523","doi":"10.26443/mjm.v13i2.237","title":"Exploring the Possibility for a Common System for Joint Aeromedical Standards","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Navy; Standardization; Aviation; Terminology; Aeronautics; Waiver; Coast guard; Service (business); Medicine; Operations management; Engineering; Business; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005718873,0.0001072973,0.0004966601,0.00005060763,0.0009709168,0.00000175743,0.0001948172,0.00006188348,0.00005780066],"category_scores_gemma":[0.002253592,0.00005497177,0.0001008846,0.0001324992,0.00007917242,0.0001260183,0.00002928308,0.000596992,0.00000378561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003244909,"about_ca_system_score_gemma":0.0004316809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002921987,"about_ca_topic_score_gemma":0.00001721042,"domain_scores_codex":[0.9973879,0.0002307601,0.001250199,0.0001136511,0.0006839207,0.0003335633],"domain_scores_gemma":[0.9963264,0.001540206,0.0006351571,0.0001319469,0.0009394982,0.0004267258],"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":[0.02775011,0.0002105876,0.02500292,0.0363093,0.0003356816,0.00004516882,0.02290894,0.0001118955,0.001115242,0.01483143,0.6800758,0.1913029],"study_design_scores_gemma":[0.01227548,0.00487183,0.03158797,0.003889833,0.0001420128,0.00004026579,0.00997304,0.003611158,0.0001371572,0.0004605167,0.9328675,0.000143274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6289253,0.0008602454,0.0185321,0.3384779,0.007525326,0.00340207,0.0009157541,0.00006454237,0.001296761],"genre_scores_gemma":[0.9812661,0.0001098183,0.0007133233,0.01354158,0.004187782,0.0001286723,0.000009325729,0.00001642422,0.00002694949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3523408,"threshold_uncertainty_score":0.7467605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4689609595718783,"score_gpt":0.4963029277947549,"score_spread":0.02734196822287654,"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."}}