{"id":"W4410152652","doi":"10.24908/cmj.v22i3.17898","title":"Trusted to Serve","year":2025,"lang":"en","type":"article","venue":"Canadian Military Journal","topic":"Access Control and Trust","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Armed Forces","keywords":"Computer science; Internet privacy; Political science","routes":{"ca_aff":false,"ca_fund":true,"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":[],"category_scores_codex":[0.0004865701,0.00006671721,0.0001065694,0.0003152956,0.001076992,0.00006116105,0.0003588687,0.00006786345,0.001262109],"category_scores_gemma":[0.0002159466,0.00006585851,0.000065224,0.0004569023,0.0000654859,0.0001880186,0.00001235178,0.0002050657,0.0001048997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004650702,"about_ca_system_score_gemma":0.002402898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5098847,"about_ca_topic_score_gemma":0.9474227,"domain_scores_codex":[0.9990286,0.0001165427,0.0001543342,0.0001100321,0.0001492852,0.0004412489],"domain_scores_gemma":[0.9987066,0.00004086897,0.00001382992,0.0001007886,0.0001349522,0.001002918],"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":[0.00007054435,0.00003353023,0.09690892,0.00001425381,0.0001984841,0.0006447987,0.01577589,0.0002156385,0.00003213571,0.07410537,0.5795743,0.2324261],"study_design_scores_gemma":[0.0002729988,0.00001746294,0.05273546,0.00003197495,0.00001622701,0.000006443451,0.005083227,0.0000401948,0.000002792749,0.005794153,0.9358873,0.0001117689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3706758,0.004419355,0.0003958115,0.1354189,0.00293719,0.0003519461,0.00003943573,0.00004628629,0.4857153],"genre_scores_gemma":[0.9833698,0.00006416383,0.0001643137,0.007360376,0.0003991339,0.000003586292,0.000001237136,0.00000428133,0.008633131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.612694,"threshold_uncertainty_score":0.9996509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00843275645393457,"score_gpt":0.2952837753092823,"score_spread":0.2868510188553477,"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."}}