{"id":"W4409753211","doi":"10.24908/cmj.v24i3.19284","title":"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":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001359988,0.0009409048,0.0007711624,0.003661112,0.003047147,0.005936934,0.00160007,0.003287685,0.8607159],"category_scores_gemma":[0.01164557,0.0005020239,0.0007638696,0.001721347,0.0009661719,0.001225573,0.0023168,0.002486931,0.7794293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0032885,"about_ca_system_score_gemma":0.0123609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03717361,"about_ca_topic_score_gemma":0.04677584,"domain_scores_codex":[0.9981275,0.0001422977,0.00007776642,0.0002079126,0.001071706,0.0003727157],"domain_scores_gemma":[0.99246,0.0005337246,0.0002435559,0.0007608354,0.00431343,0.001688425],"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":[0.00001842876,0.00002148821,0.0001921822,0.0000898264,0.000003825955,0.00005148428,0.00001868489,0.00002278104,0.00009413923,0.001854694,0.9385974,0.0590351],"study_design_scores_gemma":[0.000004601508,0.000004485647,0.0002605092,0.00006750676,0.000001748239,0.00006104994,0.00002058437,0.00001874858,0.00004628648,0.0002980939,0.9992136,0.000002795122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002820163,0.001223398,0.0003340306,0.006109216,0.00741511,0.0001139123,0.002999971,0.0009721792,0.9805502],"genre_scores_gemma":[0.00175846,0.0006753458,0.000325469,0.002176036,0.0009043245,0.000060494,0.001587711,0.000309748,0.9922024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1392841,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009514998807173004,"score_gpt":0.2282541802808063,"score_spread":0.2187391814736333,"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."}}