{"id":"W4409753233","doi":"10.24908/cmj.v24i3.19286","title":"The RCAF","year":2024,"lang":"en","type":"article","venue":"Canadian Military Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001055722,0.0001222363,0.00007965243,0.0003008865,0.0009990629,0.0002178717,0.0004072093,0.00004859783,0.001198894],"category_scores_gemma":[0.0001409222,0.00008159703,0.0001328413,0.0003764104,0.0001429488,0.0002458774,0.00001214836,0.0007026691,0.009882274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074306,"about_ca_system_score_gemma":0.002645009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0517223,"about_ca_topic_score_gemma":0.7083557,"domain_scores_codex":[0.9985971,0.0001166861,0.0002228578,0.0001507138,0.0002367663,0.0006758817],"domain_scores_gemma":[0.9983113,0.0001220701,0.00001109128,0.0002439086,0.00007301768,0.001238575],"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":[0.000006527637,0.000001708265,0.0003719119,0.000004648209,0.00008292698,0.002004538,0.0004860894,0.00005246388,0.0001673551,0.002538349,0.9716453,0.02263816],"study_design_scores_gemma":[0.00006416916,0.00002339545,0.003500356,0.0000470874,0.00001915058,0.002805026,0.0004459353,0.001031317,0.00001082833,0.004916761,0.9870206,0.0001154347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4043296,0.4591902,0.00004675382,0.04292429,0.01024691,0.0003399809,0.0005561761,0.0002695484,0.08209657],"genre_scores_gemma":[0.9910367,0.0005664669,0.0001141875,0.0007939871,0.001478473,0.000004294373,0.000006118888,0.00009276393,0.005906974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6566334,"threshold_uncertainty_score":0.9997141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007470674653498403,"score_gpt":0.2226364767409069,"score_spread":0.2151658020874085,"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."}}