{"id":"W7032655967","doi":"","title":"From the outside looking in : Media and Defence Analyst Perspectives on Canadian Military Leadership","year":2005,"lang":"en","type":"book","venue":"Virtual Defense Library (Ministerio de Defensa)","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Perspective (graphical); Agency (philosophy); Civil–military relations; Key (lock)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004389239,0.0008283704,0.0009177052,0.0003851799,0.0003447499,0.000378308,0.001058282,0.0007854765,0.001590124],"category_scores_gemma":[0.0002893891,0.0006342155,0.0002403213,0.0001842131,0.0007797013,0.0005810279,0.0003389914,0.001175144,0.0003637888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000383651,"about_ca_system_score_gemma":0.001421662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007738099,"about_ca_topic_score_gemma":0.05012139,"domain_scores_codex":[0.9957179,0.0004915057,0.0007897015,0.001379793,0.000507488,0.001113601],"domain_scores_gemma":[0.9970644,0.00103809,0.0002189626,0.001033646,0.00003637273,0.0006085975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005721571,0.0003871761,0.002173126,0.0007096416,0.0007587945,0.006607347,0.4282201,0.0003203131,0.09885394,0.06093759,0.3656373,0.02967312],"study_design_scores_gemma":[0.00463379,0.002493868,0.009783146,0.007475063,0.001131147,0.0008173984,0.1208346,0.0006087232,0.01911397,0.04291491,0.7814755,0.008717779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7846857,0.04327482,0.00003147947,0.00917648,0.002026898,0.001682235,0.005113485,0.0004881255,0.1535208],"genre_scores_gemma":[0.9161693,0.0009785327,0.0008059942,0.01477666,0.002162046,0.00004618107,0.0004230166,0.0002457731,0.06439248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4158383,"threshold_uncertainty_score":0.9996109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02862476463821145,"score_gpt":0.2129135444599932,"score_spread":0.1842887798217818,"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."}}